Finite mixture modeling with mixture outcomes using the EM algorithm.
paper
Cited
Public
Unavailable
- Authors
- Muthén, B; Shedden, K
- Year
- 1999
- Journal
- Biometrics
- PMID
- 11318201
- DOI
- 10.1111/j.0006-341x.1999.00463.x
This paper discusses the analysis of an extended finite mixture model where the latent classes corresponding to the mixture components for one set of observed variables influence a second set of observed variables. The research is motivated by a repeated measurement study using a random coefficient model to assess the influence of latent growth trajectory class membership on the probability of a binary disease outcome. More generally, this model can be seen as a combination of latent class modeling and conventional mixture modeling. The EM algorithm is used for estimation. As an illustration, a random-coefficient growth model for the prediction of alcohol dependence from three latent classes of heavy alcohol use trajectories among young adults is analyzed.
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| Ten-Year Trajectories of Alcohol Consumption in Older Adult New Zealanders. | Szabó Á et al. | — | 2021 | → |
| Trajectories of change in internalizing symptoms during the COVID-19 pandemic: A longitudinal population-based study. | Hyland P et al. | — | 2021 | → |
| Trajectories of Function and Symptom Change in Desvenlafaxine Clinical Trials: Toward Personalized Treatment for Depression. | Zilcha-Mano S et al. | — | 2021 | → |
| Trajectories of Structural Disease Progression in Knee Osteoarthritis. | Collins JE et al. | — | 2021 | → |
| Trajectories of Systolic Blood Pressure in Children: Risk Factors and Cardiometabolic Correlates. | Yuan WL et al. | — | 2021 | → |
| Trajectory clustering using mixed classification models. | Klich A et al. | — | 2021 | → |
| Variations in mindfulness associated with the COVID-19 outbreak: Differential effects on cognitive failures, intrusive thoughts and rumination. | Lopez A et al. | — | 2021 | → |
| What Influences the Victimization of High-Level Offenders? A Dual Trajectory Analysis of the Victim-Offender Overlap From the Perspective of Routine Activities With Peer Groups. | Erdmann A et al. | — | 2021 | → |
| A Bayesian Latent Class Model to Predict Kidney Obstruction in the Absence of Gold Standard. | Chang C et al. | — | 2020 | → |
| Adoptive Parenting Cognitions: Acknowledgement of Differences as a Predictor of Adolescents' Attachment to Parents. | Lo AYH et al. | — | 2020 | → |
| An overview of mixture modelling for latent evolutions in longitudinal data: Modelling approaches, fit statistics and software. | van der Nest G et al. | — | 2020 | → |
| A systematic review and narrative synthesis of data-driven studies in schizophrenia symptoms and cognitive deficits. | Habtewold TD et al. | — | 2020 | → |
| Class enumeration false positive in skew-t family of continuous growth mixture models. | Guerra-Peña K et al. | — | 2020 | → |
| Cooking Frequency and Perception of Diet among US Adults Are Associated with US Healthy and Healthy Mediterranean-Style Dietary Related Classes: A Latent Class Profile Analysis. | Farmer N et al. | — | 2020 | → |
| Covariance pattern mixture models: Eliminating random effects to improve convergence and performance. | McNeish D et al. | — | 2020 | → |
| Depressive Symptom Trajectories Among People Living with HIV in a Collaborative Care Program. | Gunzler D et al. | — | 2020 | → |
| Detecting Conditional Dependence Using Flexible Bayesian Latent Class Analysis. | Lee J et al. | — | 2020 | → |
| Distinct Cognitive Trajectories in Late Life and Associated Predictors and Outcomes: A Systematic Review. | Wu Z et al. | — | 2020 | → |
| Does Child Likeability Mediate the Link Between Academic Competence and Depressive Symptoms in Early Elementary School? | Herman KC et al. | — | 2020 | → |
| Efficacy of the computer simulation-based, interactive communication education program for nursing students. | Choi H et al. | — | 2020 | → |
| Estimating causal effects of internet interventions in the context of nonadherence. | Hesser H | — | 2020 | → |
| Identifying Distinct Subgroups of Lesbian, Gay, and Bisexual Youth for Suicide Risk: A Latent Profile Analysis. | Giano Z et al. | — | 2020 | → |
| Identifying Homogeneous Patterns of Injury in Paediatric Trauma Patients to Improve Risk-Adjusted Models of Mortality and Functional Outcomes. | Dipnall JF et al. | — | 2020 | → |
| Identifying typical trajectories in longitudinal data: modelling strategies and interpretations. | Herle M et al. | — | 2020 | → |
| Isolating cost drivers in interstitial lung disease treatment using nonparametric Bayesian methods. | Kurz CF et al. | — | 2020 | → |
| Methods to Account for Uncertainty in Latent Class Assignments When Using Latent Classes as Predictors in Regression Models, with Application to Acculturation Strategy Measures. | Elliott MR et al. | — | 2020 | → |
| Modeling Early Gambling Behavior Using Indicators from Online Lottery Gambling Tracking Data: Longitudinal Analysis. | Challet-Bouju G et al. | — | 2020 | → |
| Modelling changes in anxiety and depression during low-intensity cognitive behavioural therapy: An application of growth mixture models. | McDevitt-Petrovic O et al. | — | 2020 | → |
| Psychological Symptoms and Stress Are Associated With Decrements in Attentional Function in Cancer Patients Undergoing Chemotherapy. | Atallah M et al. | — | 2020 | → |
| Racial discrimination trajectories predicting psychological well-being: From emerging adulthood to adulthood. | Lee DB et al. | — | 2020 | → |
| Role of persistent and worsening sleep disturbance in depression remission and suicidal ideation among older primary care patients: the PROSPECT study. | Gallo JJ et al. | — | 2020 | → |
| Satisfaction With Life Over Time in People With Burn Injury: A National Institute on Disability, Independent Living, and Rehabilitation Research Burn Model System Study. | Amtmann D et al. | — | 2020 | → |
| Score-Guided Structural Equation Model Trees. | Arnold M et al. | — | 2020 | → |
| Symptom Clusters in Breast Cancer Survivors: A Latent Class Profile Analysis. | Lee L et al. | — | 2020 | → |
| Trajectories of Online Racial Discrimination and Psychological Functioning Among African American and Latino Adolescents. | Tynes BM et al. | — | 2020 | → |
| Trajectory Modelling Techniques Useful to Epidemiological Research: A Comparative Narrative Review of Approaches. | Nguena Nguefack HL et al. | — | 2020 | → |
| Variable selection in multivariate multiple regression. | Variyath AM et al. | — | 2020 | → |
| Variance constraints strongly influenced model performance in growth mixture modeling: a simulation and empirical study. | Sijbrandij JJ et al. | — | 2020 | → |
| A comparison between the clinical significance and growth mixture modelling early change methods at predicting negative outcomes. | Flood N et al. | — | 2019 | → |
| A Latent Class Approach to Modeling Trajectories of Health Care Cost in Pediatric Cystic Fibrosis. | Levy JF et al. | — | 2019 | → |
| Categorising trajectories and individual item changes of the North Star Ambulatory Assessment in patients with Duchenne muscular dystrophy. | Muntoni F et al. | — | 2019 | → |
| Comparison Between Bipolar Lymphatic Vessels Cautery and Suture Ligature in Prevention of Postrenal Transplant Lymphocele Formation: A Randomized Controlled Trial. | Simforoosh N et al. | — | 2019 | → |
| Different trajectories of depressive symptoms during pregnancy. | Boekhorst MGBM et al. | — | 2019 | → |
| Effects of familial and non-familial warmth during childhood and adolescence on sexual-orientation disparities in alcohol use trajectories and disorder during emerging adulthood. | Coulter RWS et al. | — | 2019 | → |
| Effects of measurement timing on subgroup identification using growth mixture modeling: An empirical application to alcohol use. | Fairlie AM et al. | — | 2019 | → |
| Exploring Symptom Clusters in People With Heart Failure. | Park J et al. | — | 2019 | → |
| Feeling Identified vs. Behaving as Such: A Multi-Study Project on Chinese Organizational Identification and Chinese Employees' Identification Profiles. | Yang J et al. | — | 2019 | → |
| Functional health status of adults with serious mental illness and diabetes mellitus: A latent profile analysis. | McKibbin CL et al. | — | 2019 | → |
| Healthy ageing trajectories and lifestyle behaviour: the Mexican Health and Aging Study. | Daskalopoulou C et al. | — | 2019 | → |
| Heterogeneity in childhood body mass trajectories in relation to prenatal phthalate exposure. | Heggeseth BC et al. | — | 2019 | → |
| Identification of developmental trajectory classes: Comparing three latent class methods using simulated and real data. | Sijbrandij JJ et al. | — | 2019 | → |
| Identification of Distinct Latent Classes Related to Sleep, PTSD, Depression, and Anxiety in Individuals Diagnosed With Severe Alcohol Use Disorder. | Wallen GR et al. | — | 2019 | → |
| Identification of subgroups of chemotherapy patients with distinct sleep disturbance profiles and associated co-occurring symptoms. | Tejada M et al. | — | 2019 | → |
| Implementing continuous non-normal skewed distributions in latent growth mixture modeling: An assessment of specification errors and class enumeration. | Depaoli S et al. | — | 2019 | → |
| Is there a positive side to sensation seeking? Trajectories of sensation seeking and impulsivity may have unique outcomes in young adulthood. | Yoneda T et al. | — | 2019 | → |
| Latent trajectories of adaptive behaviour in infants at high and low familial risk for autism spectrum disorder. | Bussu G et al. | — | 2019 | → |
| Obsessive-compulsive personality disorder symptoms as a risk factor for postpartum depressive symptoms. | van Broekhoven KEM et al. | — | 2019 | → |
| Parental Conformity Expectations' Effect on Twins' and Singletons' Parent-Adolescent Relationships: Associations With Change in Adjustment From Middle Childhood to Adolescence. | Anderson KN et al. | — | 2019 | → |
| Profile clustering in clinical trials with longitudinal and functional data methods. | Gong H et al. | — | 2019 | → |
| Project STARLIT: protocol of a longitudinal study of habitual sleep trajectories, weight gain, and obesity risk behaviors in college students. | Kozak AT et al. | — | 2019 | → |
| Regression Trees for Longitudinal Data with Baseline Covariates. | Kundu MG et al. | — | 2019 | → |
| Shape invariant mixture model for clustering non-linear longitudinal growth trajectories. | Lu Z et al. | — | 2019 | → |
| Smokers' perceptions of risks and harm from snus relative to cigarettes: A latent profile analysis study. | Wackowski OA et al. | — | 2019 | → |
| Using Registry Data to Understand Disease Evolution in Inflammatory Myositis and Other Rheumatic Diseases. | Lim LSH et al. | — | 2019 | → |
| Using the iterative latent-class analysis approach to improve attribute accuracy in diagnostic classification models. | Jiang Z | — | 2019 | → |
| Adolescent peer networks and the moderating role of depressive symptoms on developmental trajectories of cannabis use. | Pollard MS et al. | — | 2018 | → |
| An examination of the heterogeneity in the pattern and association between rates of change in grip strength and global cognition in late life. A multivariate growth mixture modelling approach. | Robitaille A et al. | — | 2018 | → |
| AR(1) latent class models for longitudinal count data. | Henderson NC et al. | — | 2018 | → |
| Bayesian joint analysis of heterogeneous- and skewed-longitudinal data and a binary outcome, with application to AIDS clinical studies. | Lu X et al. | — | 2018 | → |
| Changes in pain intensity after discontinuation of long-term opioid therapy for chronic noncancer pain. | McPherson S et al. | — | 2018 | → |
| Cluster analysis for repeated data with dropout: Sensitivity analysis using a distal event. | Bruckers L et al. | — | 2018 | → |
| Congruence Between Latent Class and K-Modes Analyses in the Identification of Oncology Patients With Distinct Symptom Experiences. | Papachristou N et al. | — | 2018 | → |
| Construction of longitudinal prediction targets using semisupervised learning. | Jo B et al. | — | 2018 | → |
| Distinct attentional function profiles in older adults receiving cancer chemotherapy. | Utne I et al. | — | 2018 | → |
| Early-life environmental exposures and childhood growth: A comparison of statistical methods. | Heggeseth BC et al. | — | 2018 | → |
| Epidemiology of Suicide Attempts among Youth Transitioning to Adulthood. | Thompson MP et al. | — | 2018 | → |
| From Childhood to Adulthood: Disease Activity Trajectories in Childhood-Onset Systemic Lupus Erythematosus. | Lim LSH et al. | — | 2018 | → |
| Identification of Children's BMI Trajectories and Prediction from Weight Gain in Infancy. | Bichteler A et al. | — | 2018 | → |
| Joint model-based clustering of nonlinear longitudinal trajectories and associated time-to-event data analysis, linked by latent class membership: with application to AIDS clinical studies. | Huang Y et al. | — | 2018 | → |
| Joint modeling of survival time and longitudinal outcomes with flexible random effects. | Choi J et al. | — | 2018 | → |
| Latent Growth Curve and Repeated Measures ANOVA Contrasts: What the Models are Telling You. | Rovine MJ et al. | — | 2018 | → |
| Longitudinal Model Building Using Latent Transition Analysis: An Example Using School Bullying Data. | Ryoo JH et al. | — | 2018 | → |
| Longitudinal modeling in developmental neuroimaging research: Common challenges, and solutions from developmental psychology. | King KM et al. | — | 2018 | → |
| Maternal Prenatal Stress and Other Developmental Risk Factors for Adolescent Depression: Spotlight on Sex Differences. | Maxwell SD et al. | — | 2018 | → |
| Maternal ratings of ODD symptoms: Subtypes versus severity in a general community sample of children. | Gomez R et al. | — | 2018 | → |
| Outcome Trajectories and Prognostic Factors for Suicide and Self-Harm Behaviors in Patients With Borderline Personality Disorder Following One Year of Outpatient Psychotherapy. | McMain SF et al. | — | 2018 | → |
| Patterns of accelerometer-based sedentary behavior and their association with cardiorespiratory fitness in adults. | Ullrich A et al. | — | 2018 | → |
| Personality and learning predictors of adolescent alcohol consumption trajectories. | Peterson SJ et al. | — | 2018 | → |
| Polygenic Score × Intervention Moderation: an Application of Discrete-Time Survival Analysis to Model the Timing of First Marijuana Use Among Urban Youth. | Musci RJ et al. | — | 2018 | → |
| Predictors and outcomes of somatization in bipolar I disorder: A latent class mixture modeling approach. | Edgcomb JB et al. | — | 2018 | → |
| Quality of life of patients with gastrointestinal cancers undergoing chemotherapy. | Tantoy IY et al. | — | 2018 | → |
| Recursive Partitioning with Nonlinear Models of Change. | Stegmann G et al. | — | 2018 | → |
| Response rate profiles for major depressive disorder: Characterizing early response and longitudinal nonresponse. | Kelley ME et al. | — | 2018 | → |
| Sexual-orientation differences in alcohol use trajectories and disorders in emerging adulthood: results from a longitudinal cohort study in the United States. | Coulter RWS et al. | — | 2018 | → |
| The 2-year course of Medically Unexplained Physical Symptoms (MUPS) in terms of symptom severity and functional status: results of the PROSPECTS cohort study. | Claassen-van Dessel N et al. | — | 2018 | → |
| The Development of Spatial Skills in Elementary School Students. | Carr M et al. | — | 2018 | → |
| Trajectories of alcohol consumption in U.S. military veterans: Results from the National Health and Resilience in Veterans Study. | Fuehrlein BS et al. | — | 2018 | → |
| Trajectories of Racial Discrimination that Predict Problematic Alcohol Use among African American Emerging Adults. | Lee DB et al. | — | 2018 | → |
| Trajectory of Functional Independent Measurements during First Five Years after Moderate and Severe Traumatic Brain Injury. | Lu J et al. | — | 2018 | → |
| Typology of patients with behavioral addictions or eating disorders during a one-year period of care: Exploring similarities of trajectory using growth mixture modeling coupled with latent class analysis. | Montourcy M et al. | — | 2018 | → |
| Unequal intra-group variance in trajectory classification. | Klich A et al. | — | 2018 | → |
| Accounting for reporting fatigue is required to accurately estimate incidence in voluntary reporting health schemes. | Gittins M et al. | — | 2017 | → |
| A Comparison of Methods for Uncovering Sample Heterogeneity: Structural Equation Model Trees and Finite Mixture Models. | Jacobucci R et al. | — | 2017 | → |
| A Cross-Cultural Comparison of Symptom Reporting and Symptom Clusters in Heart Failure. | Park J et al. | — | 2017 | → |
| An alternative classification to mixture modeling for longitudinal counts or binary measures. | Subtil F et al. | — | 2017 | → |
| An Empirical Assessment of the Sensitivity of Mixture Models to Changes in Measurement. | Cole VT et al. | — | 2017 | → |
| An evaluation of the use of covariates to assist in class enumeration in linear growth mixture modeling. | Hu J et al. | — | 2017 | → |
| An examination of alcohol risk profiles and co-occurring mental health symptoms among OEF/OIF veterans. | Cadigan JM et al. | — | 2017 | → |
| Antihypertensive Adherence Trajectories Among Older Adults in the First Year After Initiation of Therapy. | Hargrove JL et al. | — | 2017 | → |
| Association of Personality Profiles with Depressive, Anxiety, and Cancer-related Symptoms in Patients Undergoing Chemotherapy. | Morgan S et al. | — | 2017 | → |
| Clustering high-dimensional mixed data to uncover sub-phenotypes: joint analysis of phenotypic and genotypic data. | McParland D et al. | — | 2017 | → |
| Comparison of Criteria for Choosing the Number of Classes in Bayesian Finite Mixture Models. | Nasserinejad K et al. | — | 2017 | → |
| Developmental Delays in Executive Function from 3 to 5 Years of Age Predict Kindergarten Academic Readiness. | Willoughby MT et al. | — | 2017 | → |
| Distinct Physical Function Profiles in Older Adults Receiving Cancer Chemotherapy. | Miaskowski C et al. | — | 2017 | → |
| Early Life Exposures and Adult Cancer Risk. | Clarke MA et al. | — | 2017 | → |
| Early Symptom Trajectories as Predictors of Treatment Outcome for Citalopram Versus Placebo. | Zilcha-Mano S et al. | — | 2017 | → |
| Evaluation of coping as a mediator of the relationship between stressful life events and cancer-related distress. | Langford DJ et al. | — | 2017 | → |
| Examining Cohort Effects in Developmental Trajectories of Substance Use. | Burns AR et al. | — | 2017 | → |
| Fitting latent variable mixture models. | Lubke GH et al. | — | 2017 | → |
| Hierarchical mixture models for longitudinal immunologic data with heterogeneity, non-normality, and missingness. | Huang Y et al. | — | 2017 | → |
| Identification of Successful Cognitive Aging in the Alzheimer's Disease Neuroimaging Initiative Study. | Lin FV et al. | — | 2017 | → |
| Identification of treatment responders based on multiple longitudinal outcomes with applications to multiple sclerosis patients. | Kondo Y et al. | — | 2017 | → |
| Identifying subgroups of renal function trajectories. | Boucquemont J et al. | — | 2017 | → |
| Investigating Approaches to Estimating Covariate Effects in Growth Mixture Modeling: A Simulation Study. | Li M et al. | — | 2017 | → |
| IV. DEVELOPMENTS IN THE ANALYSIS OF LONGITUDINAL DATA. | Grimm KJ et al. | — | 2017 | → |
| Lack of Preventive Health Behaviors in the Early Forties: The Role of Earlier Trajectories of Cigarette Smoking From Adolescence to Adulthood. | Zhang C et al. | — | 2017 | → |
| LATENT CLASS MODELING USING MATRIX COVARIATES WITH APPLICATION TO IDENTIFYING EARLY PLACEBO RESPONDERS BASED ON EEG SIGNALS. | Jiang B et al. | — | 2017 | → |
| Latent Growth Curve Models for Biomarkers of the Stress Response. | Felt JM et al. | — | 2017 | → |
| Latent growth models matched to research questions to answer questions about dynamics of change in multiple processes. | Muniz-Terrera G et al. | — | 2017 | → |
| Latent trajectories of adolescent antisocial behavior: Serotonin transporter linked polymorphic region (5-HTTLPR) genotype influences sensitivity to perceived parental support. | Tung I et al. | — | 2017 | → |
| Links Between Contexts and Middle to Late Childhood Social-Emotional Development. | Duong J et al. | — | 2017 | → |
| Methods for analyzing observational longitudinal prognosis studies for rheumatic diseases: a review & worked example using a clinic-based cohort of juvenile dermatomyositis patients. | Lim LS et al. | — | 2017 | → |
| Modern Methods for Modeling Change in Obesity Research in Nursing. | Sereika SM et al. | — | 2017 | → |
| Multiple Deprivation, Severity and Latent Sub-Groups: Advantages of Factor Mixture Modelling for Analysing Material Deprivation. | Najera Catalan HE | — | 2017 | → |
| Outcome Trajectories among Homeless Individuals with Mental Disorders in a Multisite Randomised Controlled Trial of Housing First. | Adair CE et al. | — | 2017 | → |
| Patient factors and quality of life outcomes differ among four subgroups of oncology patients based on symptom occurrence. | Astrup GL et al. | — | 2017 | → |
| Performance of growth mixture models in the presence of time-varying covariates. | Diallo TMO et al. | — | 2017 | → |
| Predicting treatment outcomes of pain patients attending tertiary multidisciplinary pain treatment centers: A pain trajectory approach. | Pagé MG et al. | — | 2017 | → |
| Preschool Needle Pain Responding: Establishing 'Normal'. | Waxman JA et al. | — | 2017 | → |
| Psychometric Evaluation of the D-Catch, an Instrument to Measure the Accuracy of Nursing Documentation. | D'Agostino F et al. | — | 2017 | → |
| Resilience profile of patients with chronic pain. | Souza I et al. | — | 2017 | → |
| Targeted use of growth mixture modeling: a learning perspective. | Jo B et al. | — | 2017 | → |
| Ten-year hemoglobin A1c trajectories and outcomes in type 2 diabetes mellitus: The Diabetes & Aging Study. | Laiteerapong N et al. | — | 2017 | → |
| The Role of Perceived Stress and Self-Efficacy in Young People's Life Satisfaction: A Longitudinal Study. | Burger K et al. | — | 2017 | → |
| The symptom phenotype of oncology outpatients remains relatively stable from prior to through 1 week following chemotherapy. | Miaskowski C et al. | — | 2017 | → |
| Trajectories of Functional Change After Inpatient Rehabilitation for Traumatic Brain Injury. | Howrey BT et al. | — | 2017 | → |
| Trajectories of relapse in randomised, placebo-controlled trials of treatment discontinuation in major depressive disorder: an individual patient-level data meta-analysis. | Gueorguieva R et al. | — | 2017 | → |
| VI. PERSON-SPECIFIC INDIVIDUAL DIFFERENCE APPROACHES IN DEVELOPMENTAL RESEARCH. | Rovine MJ et al. | — | 2017 | → |
| Weibull mixture regression for marginal inference in zero-heavy continuous outcomes. | Gebregziabher M et al. | — | 2017 | → |
| Who benefits from computer-based brief alcohol intervention? Day-to-day drinking patterns as a moderator of intervention efficacy. | Baumann S et al. | — | 2017 | → |
| Youth motivation as a predictor of treatment outcomes in a community mental health system. | Merrill BM et al. | — | 2017 | → |
| A clustering algorithm for multivariate longitudinal data. | Bruckers L et al. | — | 2016 | → |
| Acute pain trajectories and the persistence of post-surgical pain: a longitudinal study after total hip arthroplasty. | Pagé MG et al. | — | 2016 | → |
| A Finite Mixture of Nonlinear Random Coefficient Models for Continuous Repeated Measures Data. | Kohli N et al. | — | 2016 | → |
| A graphical method to assess distribution assumption in group-based trajectory models. | Elsensohn MH et al. | — | 2016 | → |
| Alcohol Use Predicts 10-Year Depressive Symptom Trajectories in the Health and Retirement Study. | Brennan PL et al. | — | 2016 | → |
| A mixture of hierarchical joint models for longitudinal data with heterogeneity, non-normality, missingness, and covariate measurement error. | Huang Y et al. | — | 2016 | → |
| A MULTIVARIATE FINITE MIXTURE LATENT TRAJECTORY MODEL WITH APPLICATION TO DEMENTIA STUDIES. | Lai D et al. | — | 2016 | → |
| A Note on the Use of Mixture Models for Individual Prediction. | Cole VT et al. | — | 2016 | → |
| Beyond Lumping and Splitting: A Review of Computational Approaches for Stratifying Psychiatric Disorders. | Marquand AF et al. | — | 2016 | → |
| Categorizing natural history trajectories of ambulatory function measured by the 6-minute walk distance in patients with Duchenne muscular dystrophy. | Mercuri E et al. | — | 2016 | → |
| Clinical Course among Cases of Acute Liver Failure of Indeterminate Diagnosis. | Li R et al. | — | 2016 | → |
| Comparison of subgroups of breast cancer patients on pain and co-occurring symptoms following chemotherapy. | Langford DJ et al. | — | 2016 | → |
| Distinct symptom experiences in subgroups of patients with COPD. | Christensen VL et al. | — | 2016 | → |
| Early diagnosis of gestational trophoblastic neoplasia based on trajectory classification with compartment modeling. | Burny C et al. | — | 2016 | → |
| Early Trajectories of Alcohol and Other Substance Use Among Youth From Rural Communities Within the Cherokee Nation. | Lynne-Landsman SD et al. | — | 2016 | → |
| Extracting Spurious Latent Classes in Growth Mixture Modeling With Nonnormal Errors. | Guerra-Peña K et al. | — | 2016 | → |
| Factors that can predict pain with walking, 12 months after total knee arthroplasty. | Lindberg MF et al. | — | 2016 | → |
| GROUP-BASED SYMPTOM TRAJECTORIES IN INDICATED PREVENTION OF ADOLESCENT DEPRESSION. | Brière FN et al. | — | 2016 | → |
| Heterogeneous depression trajectories in multiple sclerosis patients. | Gunzler DD et al. | — | 2016 | → |
| Identifying trajectory clusters in breast cancer survivors' supportive care needs, psychosocial difficulties, and resources from the completion of primary treatment to 8 months later. | Brédart A et al. | — | 2016 | → |
| Inference Based on the Best-Fitting Model can Contribute to the Replication Crisis: Assessing Model Selection Uncertainty Using a Bootstrap Approach. | Lubke GH et al. | — | 2016 | → |
| kmlShape: An Efficient Method to Cluster Longitudinal Data (Time-Series) According to Their Shapes. | Genolini C et al. | — | 2016 | → |
| Language Delays and Child Depressive Symptoms: the Role of Early Stimulation in the Home. | Herman KC et al. | — | 2016 | → |
| Latent Class Analysis for Developmental Research. | Lanza ST | — | 2016 | → |
| Longitudinal Assessment Design and Statistical Power for Detecting an Intervention Impact. | Petras H | — | 2016 | → |
| Maternal Ratings of the ADHD Symptoms: Subtypes Versus Severity in Clinic-Referred Children and Adolescents. | Gomez R et al. | — | 2016 | → |
| One-Year Outcomes in Caregivers of Critically Ill Patients. | Cameron JI et al. | — | 2016 | → |
| Outcomes associated with adolescent marijuana and alcohol use among urban young adults: A prospective study. | Green KM et al. | — | 2016 | → |
| Regime Switching Modeling of Substance Use: Time-Varying and Second-Order Markov Models and Individual Probability Plots. | Neale MC et al. | — | 2016 | → |
| Subgroups of chemotherapy patients with distinct morning and evening fatigue trajectories. | Kober KM et al. | — | 2016 | → |
| Testing for Individual Differences in the Identification of Chemosignals for Fear and Happy: Phenotypic Super-Detectors, Detectors and Non-Detectors. | Haviland-Jones JM et al. | — | 2016 | → |
| Testing of a Model with Latino Patients That Explains the Links Among Patient-Perceived Provider Cultural Sensitivity, Language Preference, and Patient Treatment Adherence. | Nielsen JD et al. | — | 2016 | → |
| The effects of the interplay of genetics and early environmental risk on the course of internalizing symptoms from late childhood through adolescence. | Musci RJ et al. | — | 2016 | → |
| Visualization of Categorical Longitudinal and Times Series Data. | Tueller SJ et al. | — | 2016 | → |
| A Bayesian mixture of semiparametric mixed-effects joint models for skewed-longitudinal and time-to-event data. | Chen J et al. | — | 2015 | → |
| A brief adherence intervention that improved glycemic control: mediation by patterns of adherence. | de Vries McClintock HF et al. | — | 2015 | → |
| Adolescent Trajectories of Depressive Symptoms: Codevelopment of Behavioral and Academic Problems. | Brière FN et al. | — | 2015 | → |
| An alternative framework to investigating and understanding intraindividual processes in substance abuse recovery: an idiographic approach and demonstration. | Zheng Y et al. | — | 2015 | → |
| An empirical typology of social networks and its association with physical and mental health: a study with older Korean immigrants. | Park NS et al. | — | 2015 | → |
| A prospective, longitudinal, observational cohort study examining how glaucoma affects quality of life and visually-related function over 4 years: design and methodology. | Waisbourd M et al. | — | 2015 | → |
| A Review of Graphical Approaches to Common Statistical Analyses: The Omnipresence of Latent Variables in Statistics. | Coman EN et al. | — | 2015 | → |
| Associations between cytokine genes and a symptom cluster of pain, fatigue, sleep disturbance, and depression in patients prior to breast cancer surgery. | Doong SH et al. | — | 2015 | → |
| Comorbid substance use disorders in schizophrenia: a latent class approach. | Kerner B | — | 2015 | → |
| Complex coevolution of depression and health-related quality of life in old age. | Hajek A et al. | — | 2015 | → |
| Concurrent treatment for adolescent and parent depressed mood and suicidality: feasibility, acceptability, and preliminary findings. | Spirito A et al. | — | 2015 | → |
| Course of alcohol symptoms and social anxiety disorder from adolescence to young adulthood. | Black JJ et al. | — | 2015 | → |
| Development of a brief substance use sensation seeking scale: validation and prediction of injection-related behaviors. | Werb D et al. | — | 2015 | → |
| Distinguishing problematic from nonproblematic postsurgical pain: a pain trajectory analysis after total knee arthroplasty. | Pagé MG et al. | — | 2015 | → |
| Do Different Methods for Modeling Age-Graded Trajectories Yield Consistent and Valid Results? | Warren JR et al. | — | 2015 | → |
| Does nature have joints worth carving? A discussion of taxometrics, model-based clustering and latent variable mixture modeling. | Lubke GH et al. | — | 2015 | → |
| Eliminating Bias in Classify-Analyze Approaches for Latent Class Analysis. | Bray BC et al. | — | 2015 | → |
| Evaluating differential effects using regression interactions and regression mixture models. | Van Horn ML et al. | — | 2015 | → |
| Gender-specific profiles of adverse childhood experiences, past year mental and substance use disorders, and their associations among a national sample of adults in the United States. | Cavanaugh CE et al. | — | 2015 | → |
| Growth mixture modeling: the new statistical kid on the block? | Ørn S et al. | — | 2015 | → |
| Growth mixture modeling with non-normal distributions. | Muthén B et al. | — | 2015 | → |
| Growth, Persistence, and Desistance of Alcohol Use for At-Risk Men in Their 30s. | Capaldi DM et al. | — | 2015 | → |
| Heterogeneity in Trajectories of Child Maltreatment Severity: A Two-Part Growth Mixture Model. | Yampolskaya S et al. | — | 2015 | → |
| How do recovery definitions distinguish recovering individuals? Five typologies. | Witbrodt J et al. | — | 2015 | → |
| Joint modeling of cross-sectional health outcomes and longitudinal predictors via mixtures of means and variances. | Jiang B et al. | — | 2015 | → |
| Latent Class Analysis Reveals Distinct Subgroups of Patients Based on Symptom Occurrence and Demographic and Clinical Characteristics. | Miaskowski C et al. | — | 2015 | → |
| Modeling intensive longitudinal data with mixtures of nonparametric trajectories and time-varying effects. | Dziak JJ et al. | — | 2015 | → |
| Modeling Short- and Long-Term Characteristics of Follicle Stimulating Hormone as Predictors of Severe Hot Flashes in Penn Ovarian Aging Study. | Jiang B et al. | — | 2015 | → |
| More than One Way to Get There: Pathways of Change in Coparenting Conflict after a Preventive Intervention. | Epstein K et al. | — | 2015 | → |
| Neighborhood social environment and patterns of adherence to oral hypoglycemic agents among patients with type 2 diabetes mellitus. | de Vries McClintock HF et al. | — | 2015 | → |
| Pathways to change: Use trajectories following trauma-informed treatment of women with co-occurring post-traumatic stress disorder and substance use disorders. | López-Castro T et al. | — | 2015 | → |
| Piecewise Growth Mixture Tobit Models: Application to AIDS Studies. | Dagne GA | — | 2015 | → |
| Polygenic score × intervention moderation: an application of discrete-time survival analysis to modeling the timing of first tobacco use among urban youth. | Musci RJ et al. | — | 2015 | → |
| Prevalence and determinants of declining versus stable hemoglobin levels in whole blood donors. | Nasserinejad K et al. | — | 2015 | → |
| Symptom clusters in patients presenting to the emergency department with possible acute coronary syndrome differ by sex, age, and discharge diagnosis. | Rosenfeld AG et al. | — | 2015 | → |
| The cusp catastrophe model as cross-sectional and longitudinal mixture structural equation models. | Chow SM et al. | — | 2015 | → |
| THE RELATIONSHIP OF EMERGING ADULTHOOD TRAJECTORIES TO DRUG USE, AND OTHER CORRELATES. | Lisha NE et al. | — | 2015 | → |
| Variation in trajectories of women's marital quality. | James SL | — | 2015 | → |
| Alcohol and drug treatment involvement, 12-step attendance and abstinence: 9-year cross-lagged analysis of adults in an integrated health plan. | Witbrodt J et al. | — | 2014 | → |
| Application of person-centered analytic methodology in longitudinal research: exemplars from the Women's Health Initiative Clinical Trial data. | Zaslavsky O et al. | — | 2014 | → |
| Associations between toddler-age communication and kindergarten-age self-regulatory skills. | Aro T et al. | — | 2014 | → |
| Associations between trajectories of perceived racial discrimination and psychological symptoms among African American adolescents. | Smith-Bynum MA et al. | — | 2014 | → |
| Bayesian analysis of nonlinear mixed-effects mixture models for longitudinal data with heterogeneity and skewness. | Lu X et al. | — | 2014 | → |
| Childhood predictors and mid-adolescent correlates of developmental trajectories of alcohol use among male and female youth. | Weichold K et al. | — | 2014 | → |
| CLUSTERING SOUTH AFRICAN HOUSEHOLDS BASED ON THEIR ASSET STATUS USING LATENT VARIABLE MODELS. | McParland D et al. | — | 2014 | → |
| Collectivism culture, HIV stigma and social network support in Anhui, China: a path analytic model. | Zang C et al. | — | 2014 | → |
| Comparing factor, class, and mixture models of cannabis initiation and DSM cannabis use disorder criteria, including craving, in the Brisbane longitudinal twin study. | Kubarych TS et al. | — | 2014 | → |
| Determining the Number of Latent Classes in Single- and Multi-Phase Growth Mixture Models. | Kim SY | — | 2014 | → |
| Developmental trajectories of anxious and depressive problems during the transition from childhood to adolescence: personality × parenting interactions. | Prinzie P et al. | — | 2014 | → |
| Different trajectories of adolescent alcohol use: testing gene-environment interactions. | van der Zwaluw CS et al. | — | 2014 | → |
| Dimensional or categorical approach to tinnitus severity: an item response mixture modeling analysis of tinnitus handicap. | Hesser H et al. | — | 2014 | → |
| Disease and treatment characteristics do not predict symptom occurrence profiles in oncology outpatients receiving chemotherapy. | Miaskowski C et al. | — | 2014 | → |
| Effects of long-term developmental patterns of adiposity on levels of C-reactive protein and fibrinogen among North-American men and women: the Spokane Heart Study. | Hoekstra T et al. | — | 2014 | → |
| Group-based trajectory modeling: an overview. | Nagin DS | — | 2014 | → |
| Handling Missing Covariates in Conditional Mixture Models Under Missing at Random Assumptions. | Sterba SK | — | 2014 | → |
| Internalizing antecedents and consequences of binge-eating behaviors in a community-based, urban sample of African American females. | Musci RJ et al. | — | 2014 | → |
| Is it necessary to classify developmental trajectories over time? A critical note. | Twisk J | — | 2014 | → |
| Latent classiness and other mixtures. | Neale MC | — | 2014 | → |
| Latent profile analysis of observed parenting behaviors in a clinic sample. | Borden LA et al. | — | 2014 | → |
| Life events trajectories, allostatic load, and the moderating role of age at arrival from Puerto Rico to the US mainland. | Arévalo SP et al. | — | 2014 | → |
| Modeling Change in the Presence of Non-Randomly Missing Data: Evaluating A Shared Parameter Mixture Model. | Gottfredson NC et al. | — | 2014 | → |
| New approaches for examining associations with latent categorical variables: applications to substance abuse and aggression. | Feingold A et al. | — | 2014 | → |
| Nonlinear random-effects mixture models for repeated measures. | Codd CL et al. | — | 2014 | → |
| Patterns of weight change in black Americans: pooled analysis from three behavioral weight loss trials. | Morales KH et al. | — | 2014 | → |
| PUNCH: Population Characterization of Heterogeneity. | Tunc B et al. | — | 2014 | → |
| Reducing aggression and impulsivity through school-based prevention programs: a gene by intervention interaction. | Musci RJ et al. | — | 2014 | → |
| Regression methods for investigating risk factors of chronic kidney disease outcomes: the state of the art. | Boucquemont J et al. | — | 2014 | → |
| Short-term trajectories of substance use in a sample of drug-involved probationers. | Caudy MS et al. | — | 2014 | → |
| Simultaneous Decision on the Number of Latent Clusters and Classes for Multilevel Latent Class Models. | Yu HT et al. | — | 2014 | → |
| The impact of social resources on depressive symptoms in racially and ethnically diverse older adults: variations by groups with differing health risks. | Park NS et al. | — | 2014 | → |
| Towards an aging-specific cognitive phenotype: the freedom house study. | Royall DR et al. | — | 2014 | → |
| Trajectories in the course of body mass index after spinal cord injury. | de Groot S et al. | — | 2014 | → |
| Two Aspects of the Rural-Urban Divide and Educational Stratification in China: A Trajectory Analysis. | Hao L et al. | — | 2014 | → |
| Using growth mixture modeling to identify classes of sodium adherence in adults with heart failure. | Masterson Creber R et al. | — | 2014 | → |
| Using mixture models with known class membership to address incomplete covariance structures in multiple-group growth models. | Kim SY et al. | — | 2014 | → |
| Women's experience of abuse in childhood and their children's smoking and overweight. | Roberts AL et al. | — | 2014 | → |
| A day-centered approach to modeling cortisol: diurnal cortisol profiles and their associations among U.S. adults. | Dmitrieva NO et al. | — | 2013 | → |
| A genome-wide association study of a sustained pattern of antidepressant response. | Hunter AM et al. | — | 2013 | → |
| Analytical methods and issues for symptom cluster research in oncology. | Kim HJ et al. | — | 2013 | → |
| An observational study of response heterogeneity in children with attention deficit hyperactivity disorder following treatment switch to modified-release methylphenidate. | Hautmann C et al. | — | 2013 | → |
| A novel method for analyzing genetic association with longitudinal phenotypes. | Londono D et al. | — | 2013 | → |
| A person-centered approach to understanding negative reinforcement drinking among first year college students. | Holt LJ et al. | — | 2013 | → |
| Causal Inference in Latent Class Analysis. | Lanza ST et al. | — | 2013 | → |
| Characterizing trajectories of cognitive functioning in older adults with schizophrenia: does method matter? | Thompson WK et al. | — | 2013 | → |
| Children with co-occurring academic and behavior problems in first grade: distal outcomes in twelfth grade. | Darney D et al. | — | 2013 | → |
| Comparing statistical methods for analyzing skewed longitudinal count data with many zeros: an example of smoking cessation. | Xie H et al. | — | 2013 | → |
| Developmental trajectories of maladaptive perfectionism among African American adolescents. | Herman KC et al. | — | 2013 | → |
| Distinctive trajectory groups of mental health functioning among assertive community treatment clients: an application of growth mixture modelling analysis. | Wilk P et al. | — | 2013 | → |
| Drug and alcohol trajectories among adults with schizophrenia: data from the CATIE study. | Van Dorn RA et al. | — | 2013 | → |
| Evaluation of time-varying and cumulative effects in nursing in a longitudinal study. | Lin KC et al. | — | 2013 | → |
| Fine-grain analysis of the treatment effect of topiramate on methamphetamine addiction with latent variable analysis. | Ma JZ et al. | — | 2013 | → |
| Heterogeneous patterns of stress over the four years of college: associations with anxious attachment and ego-resiliency. | Galatzer-Levy IR et al. | — | 2013 | → |
| Identifying gender-specific developmental trajectories of nonviolent and violent delinquency from adolescence to young adulthood. | Zheng Y et al. | — | 2013 | → |
| Identifying latent trajectories of personality disorder symptom change: growth mixture modeling in the longitudinal study of personality disorders. | Hallquist MN et al. | — | 2013 | → |
| Identity profiles in lesbian, gay, and bisexual youth: the role of family influences. | Bregman HR et al. | — | 2013 | → |
| Latent Class Analysis With Distal Outcomes: A Flexible Model-Based Approach. | Lanza ST et al. | — | 2013 | → |
| Mental disorders and smoking trajectories: a 10-year prospective study among adolescents and young adults in the community. | Goodwin RD et al. | — | 2013 | → |
| Methods for synthesizing findings on moderation effects across multiple randomized trials. | Brown CH et al. | — | 2013 | → |
| Predicting the Trajectories of Perceived Pain Intensity in Southern Community-Dwelling Older Adults: The Role of Religiousness. | Sun F et al. | — | 2013 | → |
| Predictors of latent trajectory classes of physical dating violence victimization. | Brooks-Russell A et al. | — | 2013 | → |
| Regime-Switching Bivariate Dual Change Score Model. | Chow SM et al. | — | 2013 | → |
| Relation of neural structure to persistently low academic achievement: a longitudinal study of children with differing birth weights. | Clark CAC et al. | — | 2013 | → |
| Self-determination and substance use: is effortful control a mediator? | Wong MM et al. | — | 2013 | → |
| The developmental psychopathology of alcohol use and alcohol disorders: research achievements and future directions. | Chassin L et al. | — | 2013 | → |
| The impact of covariance misspecification in multivariate Gaussian mixtures on estimation and inference: an application to longitudinal modeling. | Heggeseth BC et al. | — | 2013 | → |
| Trajectories and Predictors of Sexually Aggressive Behaviors during Emerging Adulthood. | Thompson MP et al. | — | 2013 | → |
| Trajectories of BMI from early childhood through early adolescence: SES and psychosocial predictors. | Lane SP et al. | — | 2013 | → |
| Trajectories of combined laboratory- and real world-based speed of processing in community-dwelling older adults. | Lin F et al. | — | 2013 | → |
| Understanding Linkages Among Mixture Models. | Sterba SK | — | 2013 | → |
| Variability in infant acute pain responding meaningfully obscured by averaging pain responses. | Riddell RP et al. | — | 2013 | → |
| Youth aggressive/disruptive behavior trajectories and subsequent gambling among urban male youth. | Martins SS et al. | — | 2013 | → |
| A Latent Growth Mixture Modeling Approach to PTSD Symptoms in Rape Victims. | Armour C et al. | — | 2012 | → |
| Are the symptoms of cannabis use disorder best accounted for by dimensional, categorical, or factor mixture models? A comparison of male and female young adults. | Gillespie NA et al. | — | 2012 | → |
| Association between pro- and anti-inflammatory cytokine genes and a symptom cluster of pain, fatigue, sleep disturbance, and depression. | Illi J et al. | — | 2012 | → |
| Classifying developmental trajectories over time should be done with great caution: a comparison between methods. | Twisk J et al. | — | 2012 | → |
| Comparative effectiveness of medication versus cognitive-behavioral therapy in a randomized controlled trial of low-income young minority women with depression. | Siddique J et al. | — | 2012 | → |
| Course of depression and mortality among older primary care patients. | Bogner HR et al. | — | 2012 | → |
| Determining subgroups of teens for targeted driving injury prevention strategies: a latent class analysis approach. | Elliott MR et al. | — | 2012 | → |
| Developmental trajectories of early communication skills. | Määttä S et al. | — | 2012 | → |
| Distinct trajectories in the transition to adulthood: are children of immigrants advantaged? | Hao L et al. | — | 2012 | → |
| Do 12-step meeting attendance trajectories over 9 years predict abstinence? | Witbrodt J et al. | — | 2012 | → |
| Does sponsorship improve outcomes above Alcoholics Anonymous attendance? A latent class growth curve analysis. | Witbrodt J et al. | — | 2012 | → |
| Drinking course through midlife based on diagnostic versus quantity-frequency indices. | Jacob T et al. | — | 2012 | → |
| Factors affecting trajectory patterns of self-rated health (SRH) in an older population--a community-based longitudinal study. | Lee HL et al. | — | 2012 | → |
| Genetic influences on developmental smoking trajectories. | Lessov-Schlaggar CN et al. | — | 2012 | → |
| Growth curve mixture models. | Leiby BE | — | 2012 | → |
| Improved prediction of rates of visual field loss in glaucoma using empirical Bayes estimates of slopes of change. | Medeiros FA et al. | — | 2012 | → |
| Is the continuity of externalizing psychopathology the same in adolescents and middle-aged adults? A test of the externalizing spectrum's developmental coherence. | Vrieze SI et al. | — | 2012 | → |
| Joint trajectories of symptoms of disruptive behavior problems and depressive symptoms during early adolescence and adjustment problems during emerging adulthood. | Reinke WM et al. | — | 2012 | → |
| Latent class analysis of early developmental trajectory in baby siblings of children with autism. | Landa RJ et al. | — | 2012 | → |
| Longitudinal variation in adolescent physical activity patterns and the emergence of tobacco use. | Audrain-McGovern J et al. | — | 2012 | → |
| Mixture Factor Analysis for Approximating a Nonnormally Distributed Continuous Latent Factor With Continuous and Dichotomous Observed Variables. | Wall MM et al. | — | 2012 | → |
| Modeling Criminal Careers as Departures from a Unimodal Population Age-Crime Curve: The Case of Marijuana Use. | Telesca D et al. | — | 2012 | → |
| Neighborhood-level stressors, social support, and diurnal patterns of cortisol: the Chicago Community Adult Health Study. | Karb RA et al. | — | 2012 | → |
| Parent and peer links to trajectories of anxious withdrawal from grades 5 to 8. | Booth-Laforce C et al. | — | 2012 | → |
| Patterns of drinking-related protective and risk behaviors in college student drinkers. | Ray AE et al. | — | 2012 | → |
| Personality profiles and health: longitudinal evidence among Finnish adults. | Kinnunen ML et al. | — | 2012 | → |
| Poisson Growth Mixture Modeling of Intensive Longitudinal Data: An Application to Smoking Cessation Behavior. | Shiyko MP et al. | — | 2012 | → |
| Population heterogeneity in trajectories of midlife blood pressure. | Wills AK et al. | — | 2012 | → |
| Prognostic factors, course, and outcome of depression among older primary care patients: the PROSPECT study. | Bogner HR et al. | — | 2012 | → |
| Public priorities for joint pain research: results from a general population survey. | Strauss VY et al. | — | 2012 | → |
| Reclassify controls at your own risk. | Witte JS et al. | — | 2012 | → |
| Relations between parent psychopathology, family functioning, and adolescent problems in substance-abusing families: disaggregating the effects of parent gender. | Burstein M et al. | — | 2012 | → |
| Sex specific trajectories in cigarette smoking behaviors among students participating in the unplugged school-based randomized control trial for substance use prevention. | Gabrhelik R et al. | — | 2012 | → |
| Trajectories of adolescent alcohol use after brief treatment in an Emergency Department. | Becker SJ et al. | — | 2012 | → |
| A Bayesian growth mixture model to examine maternal hypertension and birth outcomes. | Neelon B et al. | — | 2011 | → |
| A bayesian two-part latent class model for longitudinal medical expenditure data: assessing the impact of mental health and substance abuse parity. | Neelon B et al. | — | 2011 | → |
| Adolescent Academic Adjustment Factors and the Trajectories of Cigarette Smoking from Adolescence to the Mid-thirties. | Brook JS et al. | — | 2011 | → |
| Alcohol use trajectories and the ubiquitous cat's cradle: cause for concern? | Sher KJ et al. | — | 2011 | → |
| Antisocial behavior at age 37: developmental trajectories of marijuana use extending from adolescence to adulthood. | Brook JS et al. | — | 2011 | → |
| Bayesian Inference for Growth Mixture Models with Latent Class Dependent Missing Data. | Lu ZL et al. | — | 2011 | → |
| Beliefs about cancer and diet among those considering genetic testing for colon cancer. | Palmquist AE et al. | — | 2011 | → |
| Contact in adoption and adoptive identity formation: the mediating role of family conversation. | Von Korff L et al. | — | 2011 | → |
| Contributions of parent-adolescent negative emotionality, adolescent conflict, and adoption status to adolescent externalizing behaviors. | Koh BD et al. | — | 2011 | → |
| Developmental origins of perfectionism among African American youth. | Herman KC et al. | — | 2011 | → |
| Differential susceptibility to adolescent externalizing trajectories: examining the interplay between CHRM2 and peer group antisocial behavior. | Latendresse SJ et al. | — | 2011 | → |
| Do Parents Know Best? Examining the Relationship Between Parenting Profiles, Prevention Efforts, and Peak Drinking in College Students. | Mallett KA et al. | — | 2011 | → |
| Early Adult Outcomes of Male Arrest Trajectories: Propensity versus Causation Effects. | Wiesner M et al. | — | 2011 | → |
| Extended mixture factor analysis model with covariates for mixed binary and continuous responses. | An X et al. | — | 2011 | → |
| Family Correlates of Adjustment Profiles in Mexican-Origin Female Adolescents. | Bámaca-Colbert MY et al. | — | 2011 | → |
| Genome-wide association study in bipolar patients stratified by co-morbidity. | Kerner B et al. | — | 2011 | → |
| Growth modeling with nonignorable dropout: alternative analyses of the STAR*D antidepressant trial. | Muthén B et al. | — | 2011 | → |
| Identifying patterns of early risk for mental health and academic problems in adolescence: a longitudinal study of urban youth. | Valdez CR et al. | — | 2011 | → |
| Individual differences in boys' and girls' timing and tempo of puberty: modeling development with nonlinear growth models. | Marceau K et al. | — | 2011 | → |
| Influence of acute blood pressure on short- and mid-term outcome of ischemic and hemorrhagic stroke. | Pezzini A et al. | — | 2011 | → |
| Latent class profile analysis: an application to stage-sequential process in early-onset drinking behaviours. | Chung H et al. | — | 2011 | → |
| On Inclusion of Covariates for Class Enumeration of Growth Mixture Models. | Li L et al. | — | 2011 | → |
| Panic disorder and its subtypes: a comprehensive analysis of panic symptom heterogeneity using epidemiological and treatment seeking samples. | Roberson-Nay R et al. | — | 2011 | → |
| Patient-centered culturally sensitive health care: model testing and refinement. | Tucker CM et al. | — | 2011 | → |
| Patterns of perceived barriers to medical care in older adults: a latent class analysis. | Thorpe JM et al. | — | 2011 | → |
| Post-adoption contact, adoption communicative openness, and satisfaction with contact as predictors of externalizing behavior in adolescence and emerging adulthood. | Grotevant HD et al. | — | 2011 | → |
| Psychometric modeling of cannabis initiation and use and the symptoms of cannabis abuse, dependence and withdrawal in a sample of male and female twins. | Gillespie NA et al. | — | 2011 | → |
| Social cognition and conduct problems: a developmental approach. | Oliver BR et al. | — | 2011 | → |
| Social connections, trajectories of hopelessness, and serious violence in impoverished urban youth. | Stoddard SA et al. | — | 2011 | → |
| Syndromics: a bioinformatics approach for neurotrauma research. | Ferguson AR et al. | — | 2011 | → |
| The contribution of personality traits and self-efficacy beliefs to academic achievement: a longitudinal study. | Caprara GV et al. | — | 2011 | → |
| The developmental impact of two first grade preventive interventions on aggressive/disruptive behavior in childhood and adolescence: an application of latent transition growth mixture modeling. | Petras H et al. | — | 2011 | → |
| The different trajectories of antipsychotic response: antipsychotics versus placebo. | Marques TR et al. | — | 2011 | → |
| The growth of neighborhood disorder and marijuana use among urban adolescents: a case for policy and environmental interventions. | Furr-Holden CD et al. | — | 2011 | → |
| Trajectories of depression severity in clinical trials of duloxetine: insights into antidepressant and placebo responses. | Gueorguieva R et al. | — | 2011 | → |
| Trajectories of response to treatment with atypical antipsychotic medication in patients with schizophrenia pooled from 6 double-blind, randomized clinical trials. | Stauffer V et al. | — | 2011 | → |
| Trajectory classes of decline in health-related quality of life in Parkinson's disease: a pilot study. | Klotsche J et al. | — | 2011 | → |
| Trajectory classes of depression in a randomized depression trial of heart failure patients: a reanalysis of the SADHART-CHF trial. | Kuchibhatla MN et al. | — | 2011 | → |
| What Your Data Didn't Tell You the First Time Around: Advanced Analytic Approaches to Longitudinal Analyses. | Swartout AG et al. | — | 2011 | → |
| A comparison of methods for estimating change in drinking following alcohol treatment. | Witkiewitz K et al. | — | 2010 | → |
| A comparison of the efficacy of an appearance-focused skin cancer intervention within indoor tanner subgroups identified by latent profile analysis. | Stapleton J et al. | — | 2010 | → |
| Antidepressant response trajectories and quantitative electroencephalography (QEEG) biomarkers in major depressive disorder. | Hunter AM et al. | — | 2010 | → |
| Detecting Social Desirability Bias Using Factor Mixture Models. | Leite WL et al. | — | 2010 | → |
| Developmental relations between depressive symptoms, minor hassles, and major events from adolescence through age 30 years. | Pettit JW et al. | — | 2010 | → |
| Evaluation of structural equation mixture models Parameter estimates and correct class assignment. | Tueller S et al. | — | 2010 | → |
| Exploring the Latent Structures of Psychological Constructs in Social Development Using the Dimensional-Categorical Spectrum. | Masyn KE et al. | — | 2010 | → |
| Finite Normal Mixture SEM Analysis by Fitting Multiple Conventional SEM Models. | Yuan KH et al. | — | 2010 | → |
| Friendship networks and trajectories of adolescent tobacco use. | Pollard MS et al. | — | 2010 | → |
| Group-based trajectory modeling in clinical research. | Nagin DS et al. | — | 2010 | → |
| Growth curve trajectories of distress in burn patients. | Mason ST et al. | — | 2010 | → |
| Latent class analysis is useful to classify pregnant women into dietary patterns. | Sotres-Alvarez D et al. | — | 2010 | → |
| Latent Class Detection and Class Assignment: A Comparison of the MAXEIG Taxometric Procedure and Factor Mixture Modeling Approaches. | Lubke G et al. | — | 2010 | → |
| Latent mixture models for multivariate and longitudinal outcomes. | Pickles A et al. | — | 2010 | → |
| Latent profile approach to duration of stalking. | Björklund K et al. | — | 2010 | → |
| Latent Regression Analysis. | Tarpey T et al. | — | 2010 | → |
| Matching method with theory in person-oriented developmental psychopathology research. | Sterba SK et al. | — | 2010 | → |
| Matching motivation enhancement treatment to client motivation: re-examining the Project MATCH motivation matching hypothesis. | Witkiewitz K et al. | — | 2010 | → |
| Medication treatment of different types of alcoholism. | Johnson BA | — | 2010 | → |
| MULTIVARIATE KERNEL PARTITION PROCESS MIXTURES. | Dunson DB | — | 2010 | → |
| Nonlinear Structured Growth Mixture Models in M<i>plus</i> and OpenMx. | Grimm KJ et al. | — | 2010 | → |
| One size fits all? Why we need more sophisticated analytical methods in the explanation of trajectories of cognition in older age and their potential risk factors. | Terrera GM et al. | — | 2010 | → |
| Optimal Partitioning for Linear Mixed Effects Models: Applications to Identifying Placebo Responders. | Tarpey T et al. | — | 2010 | → |
| Parent psychopathology and youth internalizing symptoms in an urban community: a latent growth model analysis. | Burstein M et al. | — | 2010 | → |
| Pathways and Predictors of Antisocial Behaviors in African American Adolescents from Poor Neighborhoods. | Park NS et al. | — | 2010 | → |
| Patterns of functional impairment and their change among youth served in systems of care: an application of latent transition analysis. | Stephens RL et al. | — | 2010 | → |
| Predicting negative life outcomes from early aggressive-disruptive behavior trajectories: gender differences in maladaptation across life domains. | Bradshaw CP et al. | — | 2010 | → |
| Principal Point Classification: Applications to Differentiating Drug and Placebo Responses in Longitudinal Studies. | Tarpey T et al. | — | 2010 | → |
| Testing a developmental cascade model of adolescent substance use trajectories and young adult adjustment. | Lynne-Landsman SD et al. | — | 2010 | → |
| Testing for heterogeneous factor loadings using mixtures of confirmatory factor analysis models. | Buzick HM | — | 2010 | → |
| Trajectories of cigarette smoking from adolescence to young adulthood as predictors of obesity in the mid-30s. | Brook DW et al. | — | 2010 | → |
| Trajectories of life satisfaction across the transition to post-compulsory education: do adolescents follow different pathways? | Salmela-Aro K et al. | — | 2010 | → |
| Trajectories of resilience over 25 years of individuals who as adolescents consulted for substance misuse and a matched comparison group. | Larm P et al. | — | 2010 | → |
| Trajectory classes of heavy episodic drinking among Asian American college students. | Iwamoto DK et al. | — | 2010 | → |
| TRANSITIONS IN DRUG USE AMONG HIGH-RISK WOMEN: AN APPLICATION OF LATENT CLASS AND LATENT TRANSITION ANALYSIS. | Lanza ST et al. | — | 2010 | → |
| Twelve Frequently Asked Questions About Growth Curve Modeling. | Curran PJ et al. | — | 2010 | → |
| Uncovering multiple pathways to substance use: a comparison of methods for identifying population subgroups. | Dierker L et al. | — | 2010 | → |
| Variable-centered and person-centered approaches to studying Mexican-origin mother-daughter cultural orientation dissonance. | Bámaca-Colbert MY et al. | — | 2010 | → |
| Variation in the trajectories of depressive symptoms: results from the Americans' Changing Lives Study. | Lincoln KD et al. | — | 2010 | → |
| A Bayesian latent variable mixture model for longitudinal fetal growth. | Slaughter JC et al. | — | 2009 | → |
| Assessing differential effects: applying regression mixture models to identify variations in the influence of family resources on academic achievement. | Van Horn ML et al. | — | 2009 | → |
| Bayesian hierarchically weighted finite mixture models for samples of distributions. | Rodriguez A et al. | — | 2009 | → |
| Daily ratings measures of alcohol craving during an inpatient stay define subtypes of alcohol addiction that predict subsequent risk for resumption of drinking. | Oslin DW et al. | — | 2009 | → |
| Developmental links between trajectories of physical violence, vandalism, theft, and alcohol-drug use from childhood to adolescence. | van Lier PA et al. | — | 2009 | → |
| Differentiating early-onset persistent versus childhood-limited conduct problem youth. | Barker ED et al. | — | 2009 | → |
| Discrete-Time Survival Factor Mixture Analysis for Low-Frequency Recurrent Event Histories. | Masyn KE | — | 2009 | → |
| Drinking trajectories from adolescence to the fifties among alcohol-dependent men. | Jacob T et al. | — | 2009 | → |
| Early childhood behavior trajectories and the likelihood of experiencing a traumatic event and PTSD by young adulthood. | Storr CL et al. | — | 2009 | → |
| Estimating drug effects in the presence of placebo response: causal inference using growth mixture modeling. | Muthén B et al. | — | 2009 | → |
| Growth Mixture Modeling: A Method for Identifying Differences in Longitudinal Change Among Unobserved Groups. | Ram N et al. | — | 2009 | → |
| Growth mixture modeling as an exploratory analysis tool in longitudinal quantitative trait loci analysis. | Chang SW et al. | — | 2009 | → |
| Growth mixture modeling of academic achievement in children of varying birth weight risk. | Espy KA et al. | — | 2009 | → |
| Growth mixture modelling in families of the Framingham Heart Study. | Kerner B et al. | — | 2009 | → |
| Identification of Multivariate Responders/Non-Responders Using Bayesian Growth Curve Latent Class Models. | Leiby BE et al. | — | 2009 | → |
| Joint modeling and analysis of longitudinal data with informative observation times. | Liang Y et al. | — | 2009 | → |
| Marriage and relationship closeness as predictors of cocaine and heroin use. | Heinz AJ et al. | — | 2009 | → |
| Maternal ratings of attention problems in ADHD: evidence for the existence of a continuum. | Lubke GH et al. | — | 2009 | → |
| Multiple trajectories of peer and parental influence and their association with the development of adolescent heavy drinking. | Martino SC et al. | — | 2009 | → |
| Partitioning of Functional Data for Understanding Heterogeneity in Psychiatric Conditions. | Petkova E et al. | — | 2009 | → |
| Patterns of adaptation in patients living long term with advanced cancer. | Rose JH et al. | — | 2009 | → |
| Predicting potential placebo effect in drug treated subjects. | Petkova E et al. | — | 2009 | → |
| Predictors of withdrawal: possible precursors of avoidant personality disorder. | Eggum ND et al. | — | 2009 | → |
| Prevention of depression and anxiety in adolescents: a randomized controlled trial testing the efficacy and mechanisms of Internet-based self-help problem-solving therapy. | Hoek W et al. | — | 2009 | → |
| Role of GABRA2 in trajectories of externalizing behavior across development and evidence of moderation by parental monitoring. | Dick DM et al. | — | 2009 | → |
| Study protocol for a group randomized controlled trial of a classroom-based intervention aimed at preventing early risk factors for drug abuse: integrating effectiveness and implementation research. | Poduska J et al. | — | 2009 | → |
| The incidence and course of depression in bereaved youth 21 months after the loss of a parent to suicide, accident, or sudden natural death. | Brent D et al. | — | 2009 | → |
| Using latent outcome trajectory classes in causal inference. | Jo B et al. | — | 2009 | → |
| Young Investigator Award symposium. | Witkiewitz K et al. | — | 2009 | → |
| Adolescent suicidal ideation subgroups and their association with suicidal plans and attempts in young adulthood. | Rueter MA et al. | — | 2008 | → |
| A likelihood-based approach to mixed modeling with ambiguity in cluster identifiers. | Foulkes AS et al. | — | 2008 | → |
| A likelihood reformulation method in non-normal random effects models. | Liu L et al. | — | 2008 | → |
| A model-based cluster analysis approach to adolescent problem behaviors and young adult outcomes. | Mun EY et al. | — | 2008 | → |
| Brain lesion and memory functioning: short-term memory deficit is independent of lesion location. | Schooler C et al. | — | 2008 | → |
| Conjoint developmental trajectories of young adult substance use. | Jackson KM et al. | — | 2008 | → |
| Developmental epidemiological courses leading to antisocial personality disorder and violent and criminal behavior: effects by young adulthood of a universal preventive intervention in first- and second-grade classrooms. | Petras H et al. | — | 2008 | → |
| Developmental trajectories of cigarette smoking from adolescence to the early thirties: personality and behavioral risk factors. | Brook DW et al. | — | 2008 | → |
| Developmental trajectories of criteria of nicotine dependence in adolescence. | Hu MC et al. | — | 2008 | → |
| Distinguishing between latent classes and continuous factors with categorical outcomes: Class invariance of parameters of factor mixture models. | Lubke G et al. | — | 2008 | → |
| Drinking trajectories following an initial lapse. | Witkiewitz K et al. | — | 2008 | → |
| Empirically derived subtypes of child academic and behavior problems: co-occurrence and distal outcomes. | Reinke WM et al. | — | 2008 | → |
| Female and male antisocial trajectories: from childhood origins to adult outcomes. | Odgers CL et al. | — | 2008 | → |
| Heterogeneity in the pharmacodynamics of two long-acting methylphenidate formulations for children with attention deficit/hyperactivity disorder. A growth mixture modelling analysis. | Sonuga-Barke EJ et al. | — | 2008 | → |
| Identifying patterns in treatment response profiles in acute bipolar mania: a cluster analysis approach. | Lipkovich IA et al. | — | 2008 | → |
| Joint analysis of multiple longitudinal outcomes: application of a latent class model. | Putter H et al. | — | 2008 | → |
| Longitudinal HIV risk behavior among the Drug Abuse Treatment Outcome Studies (DATOS) adult sample. | Murphy DA et al. | — | 2008 | → |
| Low Academic Competence in First Grade as a Risk Factor for Depressive Cognitions and Symptoms in Middle School. | Herman KC et al. | — | 2008 | → |
| Methods for testing theory and evaluating impact in randomized field trials: intent-to-treat analyses for integrating the perspectives of person, place, and time. | Brown CH et al. | — | 2008 | → |
| Multiple trajectories of physical aggression among adolescent boys and girls. | Martino SC et al. | — | 2008 | → |
| Network support for drinking: an application of multiple groups growth mixture modeling to examine client-treatment matching. | Wu J et al. | — | 2008 | → |
| Patterns of Crime and Drug Use Trajectories in Relation to Treatment Initiation and 5-Year Outcomes: An Application of Growth Mixture Modeling Across Three Datasets. | Prendergast M et al. | — | 2008 | → |
| Patterns of psychopathology in children with ADHD: a latent profile analysis. | Ostrander R et al. | — | 2008 | → |
| Regularized finite mixture models for probability trajectories. | Shedden K et al. | — | 2008 | → |
| Stability and change of moral disengagement and its impact on aggression and violence in late adolescence. | Paciello M et al. | — | 2008 | → |
| The Effect of Family Communication Patterns on Adopted Adolescent Adjustment. | Rueter MA et al. | — | 2008 | → |
| Trajectories of caregiving time provided by wives to their husbands with dementia. | Taylor DH et al. | — | 2008 | → |
| Trajectories of social withdrawal from middle childhood to early adolescence. | Oh W et al. | — | 2008 | → |
| Using a factor mixture modeling approach in alcohol dependence in a general population sample. | Kuo PH et al. | — | 2008 | → |
| Using Multilevel Mixtures to Evaluate Intervention Effects in Group Randomized Trials. | Van Horn ML et al. | — | 2008 | → |
| A brief taxometrics primer. | Beauchaine TP | — | 2007 | → |
| Addiction sciences and its psychometrics: the measurement of alcohol-related problems. | Midanik LT et al. | — | 2007 | → |
| Adolescent alcohol use and adult alcohol disorders: a two-part random-effects model with diagnostic outcomes. | Blozis SA et al. | — | 2007 | → |
| A model-based approach to Bayesian classification with applications to predicting pregnancy outcomes from longitudinal beta-hCG profiles. | de la Cruz-Mesía R et al. | — | 2007 | → |
| A nonlinear latent class model for joint analysis of multivariate longitudinal data and a binary outcome. | Proust-Lima C et al. | — | 2007 | → |
| Arrest Trajectories Across a 17-Year Span for Young Men: Relation to Dual Taxonomies and Self-Reported Offense Trajectories. | Wiesner M et al. | — | 2007 | → |
| DESCRIBING DISABILITY THROUGH INDIVIDUAL-LEVEL MIXTURE MODELS FOR MULTIVARIATE BINARY DATA. | Erosheva EA et al. | — | 2007 | → |
| Developmental science and education: the NICHD study of early child care and youth development findings from elementary school. | Pianta RC et al. | — | 2007 | → |
| Examining Factor Score Distributions to Determine the Nature of Latent Spaces. | Steinley D et al. | — | 2007 | → |
| Fuzzy Clusterwise Growth Curve Models via Generalized Estimating Equations: An Application to the Antisocial Behavior of Children. | Hwang H et al. | — | 2007 | → |
| Identifying latent clusters of variability in longitudinal data. | Elliott MR | — | 2007 | → |
| Internet-based treatment for adults with depressive symptoms: the protocol of a randomized controlled trial. | Warmerdam L et al. | — | 2007 | → |
| Linear Transformations and the k-Means Clustering Algorithm: Applications to Clustering Curves. | Tarpey T | — | 2007 | → |
| New insights into the efficacy of naltrexone based on trajectory-based reanalyses of two negative clinical trials. | Gueorguieva R et al. | — | 2007 | → |
| Nonnormality and divergence in posttreatment alcohol use: reexamining the Project MATCH data "another way.". | Witkiewitz K et al. | — | 2007 | → |
| Onset of antisocial behavior, affiliation with deviant friends, and childhood maladjustment: a test of the childhood- and adolescent-onset models. | van Lier PA et al. | — | 2007 | → |
| Subtypes versus severity differences in attention-deficit/hyperactivity disorder in the Northern Finnish Birth Cohort. | Lubke GH et al. | — | 2007 | → |
| Testing the dual pathway hypothesis to substance use in adolescence and young adulthood. | Dierker LC et al. | — | 2007 | → |
| The PHLAME (Promoting Healthy Lifestyles: Alternative Models' Effects) firefighter study: outcomes of two models of behavior change. | Elliot DL et al. | — | 2007 | → |
| Trajectories of Failure: The Educational Careers of Children with Mental Health Problems. | McLeod JD et al. | — | 2007 | → |
| Trajectories of internalizing problems across childhood: heterogeneity, external validity, and gender differences. | Sterba SK et al. | — | 2007 | → |
| Which better predicts conduct problems? The relationship of trajectories of conduct problems with ODD and ADHD symptoms from childhood into adolescence. | van Lier PA et al. | — | 2007 | → |
| A comparison of girls' and boys' aggressive-disruptive behavior trajectories across elementary school: prediction to young adult antisocial outcomes. | Schaeffer CM et al. | — | 2006 | → |
| Advances in behavioral genetics modeling using Mplus: applications of factor mixture modeling to twin data. | Muthén B et al. | — | 2006 | → |
| A latent class analysis of injury patterns among rear-seated, seat-belted children. | Elliott MR et al. | — | 2006 | → |
| Analysis of longitudinal data: the integration of theoretical model, temporal design, and statistical model. | Collins LM | — | 2006 | → |
| Are there distinctive trajectory groups in substance abuse remission over 10 years? An application of the group-based modeling approach. | Xie H et al. | — | 2006 | → |
| Comparison of longitudinal phenotypes based on number and timing of assessments: a systematic comparison of trajectory approaches II. | Jackson KM et al. | — | 2006 | → |
| Conceptual, methodological, and analytical issues in the study of relapse. | McKay JR et al. | — | 2006 | → |
| Course of depressive symptoms after myocardial infarction and cardiac prognosis: a latent class analysis. | Kaptein KI et al. | — | 2006 | → |
| Distinguishing Between Latent Classes and Continuous Factors: Resolution by Maximum Likelihood? | Lubke G et al. | — | 2006 | → |
| Investigating indicators and determinants of asthma in young adults. | Grassi M et al. | — | 2006 | → |
| Item response mixture modeling: application to tobacco dependence criteria. | Muthen B et al. | — | 2006 | → |
| Local solutions in the estimation of growth mixture models. | Hipp JR et al. | — | 2006 | → |
| Methodological issues in the assessment of substance use phenotypes. | Neale MC et al. | — | 2006 | → |
| Number sense growth in kindergarten: a longitudinal investigation of children at risk for mathematics difficulties. | Jordan NC et al. | — | 2006 | → |
| Should substance use disorders be considered as categorical or dimensional? | Muthén B | — | 2006 | → |
| Statistical issues in life course epidemiology. | De Stavola BL et al. | — | 2006 | → |
| A Latent-Change Scaling Model for Longitudinal Multiple Choice Data. | Kim JS | — | 2005 | → |
| Beyond function: predicting participation in a rehabilitation cohort. | Jette AM et al. | — | 2005 | → |
| Developmental heterogeneity in adolescent depressive symptoms: associations with smoking behavior. | Rodriguez D et al. | — | 2005 | → |
| Developmental trajectories of offending: validation and prediction to young adult alcohol use, drug use, and depressive symptoms. | Wiesner M et al. | — | 2005 | → |
| Estimation of linear mixed models with a mixture of distribution for the random effects. | Proust C et al. | — | 2005 | → |
| Examining differential effects of psychological treatment of depressive disorder: an application of trajectory analyses. | Cuijpers P et al. | — | 2005 | → |
| Factor structure of posttraumatic stress among Western New York undergraduates following the September 11th terrorist attack on the World Trade Center. | Baschnagel JS et al. | — | 2005 | → |
| Gender differences in developmental links among antisocial behavior, friends' antisocial behavior, and peer rejection in childhood: results from two cultures. | van Lier PA et al. | — | 2005 | → |
| Investigating population heterogeneity with factor mixture models. | Lubke GH et al. | — | 2005 | → |
| Patterns of treatment response in chronic posttraumatic stress disorder: an application of latent growth mixture modeling. | Elliott P et al. | — | 2005 | → |
| Predicting alcohol patterns in first-year college students through motivational systems and reasons for drinking. | O'Connor RM et al. | — | 2005 | → |
| Prediction of random effects in finite mixture models with Gaussian components. | Gianola D | — | 2005 | → |
| Psychosocial predictors of smoking trajectories during middle and high school. | Abroms L et al. | — | 2005 | → |
| Temperament and character profiles and the dopamine D4 receptor gene in ADHD. | Lynn DE et al. | — | 2005 | → |
| The course of depressive symptoms in men from early adolescence to young adulthood: identifying latent trajectories and early predictors. | Stoolmiller M et al. | — | 2005 | → |
| Trajectories of peer-nominated aggression: risk status, predictors and outcomes. | van Lier PA et al. | — | 2005 | → |
| Understanding mechanisms of change in the development of antisocial behavior: the impact of a universal intervention. | van Lier PA et al. | — | 2005 | → |
| Using a Bayesian latent growth curve model to identify trajectories of positive affect and negative events following myocardial infarction. | Elliott MR et al. | — | 2005 | → |
| Variation in the drinking trajectories of freshmen college students. | Greenbaum PE et al. | — | 2005 | → |
| Adolescent heavy episodic drinking trajectories and health in young adulthood. | Oesterle S et al. | — | 2004 | → |
| Constrained and Unconstrained Multivariate Normal Finite Mixture Modeling of Piagetian Data. | Dolan CV et al. | — | 2004 | → |
| Developmental trajectories of cigarette smoking and their correlates from early adolescence to young adulthood. | Orlando M et al. | — | 2004 | → |
| Gender differences in patterns of risk factors among children receiving mental health services: latent class analyses. | Walrath CM et al. | — | 2004 | → |
| Heterogeneity in youth symptom trajectories following psychiatric crisis: predictors and placement outcome. | Halliday-Boykins CA et al. | — | 2004 | → |
| Interindividual Differences in Intraindividual Variation: Balancing Internal and External Validity. | Curran PJ et al. | — | 2004 | → |
| Latent pattern mixture models for informative intermittent missing data in longitudinal studies. | Lin H et al. | — | 2004 | → |
| Marijuana use from adolescence to young adulthood: multiple developmental trajectories and their associated outcomes. | Ellickson PL et al. | — | 2004 | → |
| Preventing disruptive behavior in elementary schoolchildren: impact of a universal classroom-based intervention. | van Lier PA et al. | — | 2004 | → |
| The integration of continuous and discrete latent variable models: potential problems and promising opportunities. | Bauer DJ et al. | — | 2004 | → |
| Trajectories of alcohol and drug use and dependence from adolescence to adulthood: the effects of familial alcoholism and personality. | Chassin L et al. | — | 2004 | → |
| Advances in statistical methods for substance abuse prevention research. | MacKinnon DP et al. | — | 2003 | → |
| Developmental course of ADHD symptomatology during the transition from childhood to adolescence: a review with recommendations. | Willoughby MT | — | 2003 | → |
| Latent transition regression for mixed outcomes. | Miglioretti DL | — | 2003 | → |
| Modeling growth in boys' aggressive behavior across elementary school: links to later criminal involvement, conduct disorder, and antisocial personality disorder. | Schaeffer CM et al. | — | 2003 | → |
| Patterns and correlates of binge drinking trajectories from early adolescence to young adulthood. | Tucker JS et al. | — | 2003 | → |
| Research to improve the quality of care for depression: alternatives to the simple randomized clinical trial. | TenHave TR et al. | — | 2003 | → |
| Robustness of inference on measured covariates to misspecification of genetic random effects in family studies. | Pfeiffer RM et al. | — | 2003 | → |
| Trajectories of delinquent behaviour in adolescence and their covariates: relations with initial and time-averaged factors. | Wiesner M et al. | — | 2003 | → |
| Adolescent health psychology. | Williams PG et al. | — | 2002 | → |
| A finite mixture model of growth trajectories of adolescent alcohol use: predictors and consequences. | Colder CR et al. | — | 2002 | → |
| Binge drinking trajectories from adolescence to emerging adulthood in a high-risk sample: predictors and substance abuse outcomes. | Chassin L et al. | — | 2002 | → |
| Delineating the impact of Tai Chi training on physical function among the elderly. | Li F et al. | — | 2002 | → |
| Developmental trajectories of cigarette use from early adolescence into young adulthood. | White HR et al. | — | 2002 | → |
| Discovering subpopulation structure with latent class mixed models. | McCulloch CE et al. | — | 2002 | → |
| Neurodevelopmental patterns of visual P3b in association with familial risk for alcohol dependence and childhood diagnosis. | Hill SY et al. | — | 2002 | → |
| The longitudinal influence of peers on the development of alcohol use in late adolescence: a growth mixture analysis. | Li F et al. | — | 2002 | → |
| Adolescence-limited versus persistent delinquency: extending Moffitt's hypothesis into adulthood. | White HR et al. | — | 2001 | → |
| A random-effects mixture model for classifying treatment response in longitudinal clinical trials. | Xu W et al. | — | 2001 | → |
| Identifying trajectories of adolescent smoking: an application of latent growth mixture modeling. | Colder CR et al. | — | 2001 | → |
| A latent class mixed model for analysing biomarker trajectories with irregularly scheduled observations. | Lin H et al. | — | 2000 | → |
| Diagnostic test analyses in search of their gold standard: latent class analyses with random effects. | Goetghebeur E et al. | — | 2000 | → |
| Early adult outcomes of adolescent binge drinking: person- and variable-centered analyses of binge drinking trajectories. | Hill KG et al. | — | 2000 | → |
| Integrating person-centered and variable-centered analyses: growth mixture modeling with latent trajectory classes. | Muthén B et al. | — | 2000 | → |
| Parental modeling and parenting behavior effects on offspring alcohol and cigarette use. A growth curve analysis. | White HR et al. | — | 2000 | → |
| The use of mixture models to perform quantitative tests for linkage disequilibrium, maternal effects, and parent-of-origin effects with incomplete subject-parent triads. | van den Oord EJ | — | 2000 | → |