We propose a two-step estimating procedure for generalized additive partially linear models with clustered data using estimating equations. Our proposed method applies to the case that the number of ...

Daniel J. Bauer, Estimating Multilevel Linear Models as Structural Equation Models, Journal of Educational and Behavioral Statistics, Vol. 28, No. 2 (Summer, 2003), pp. 135-167 ...

In prediction of genomic values, the single-step method has been demonstrated to outperform multi-step methods. In statistical analyses of longitudinal traits, the random regression test-day model ...