for βg^ will also depend on the covariance matrix of gi with zi. Moreover, the other coefficients, ζg^ and δg^, will be biased as well, not necessarily toward zero. For example, a covariate whose coefficient in equation (1) is zero can have a coefficient in equation (2) that is non-zero, leading to an incorrect rejection of the null hypothesis (Abel (2017), unpublished manuscript).
