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Chunk #24 — Materials and Methods — Choice of conditioning states

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A flexible and accurate genotype imputation method for the next generation of genome-wide association studies.
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As noted above, the HMM calculations underpinning our method require more running time and computer memory as more haplotypes are added to the state space of the model. This can be a problem for the phasing updates, whose computational burden increases quadratically with the number of haplotypes included in the calculation.