Inferences for a semiparametric model with panel data

By Sc Cheng, Lee-Jen Wei. 2000

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Semiparametric and Nonparametric Regression Analysis of Longitudinal Data (2001, methodology): “Recently, Cheng and Wei (2000) proposed a method similar to ours for the semiparametric multiplicative model E8Yi4t5—Xi4t59 = Œ04t5e‚ 0 0Xi4t51 i = 11 : : : 1 n1 (1) under the assumption of independent observation times.”
New Estimation and Model Selection Procedures for Semiparametric Modeling in Longitudinal Data Analysis (2004, background): “Martinussen and Scheike (1999, 2001), Cheng and Wei (2000), and Lin and Ying (2001) proposed estimation procedures under the formation of point processes.”
Polynomial Spline Estimation and Inference for Varying Coefficient Models with Longitudinal Data (2003, background): “…allow for nonparametric covariate effects; see, for example, Hart and Wehrly (1986), Rice and Silverman (1991), Zeger and Diggle (1994), Moyeed and Diggle (1994), Besse, Cardot and Ferraty (1997), Brumback and Rice (1998), Staniswalis and Lee (1998), Cheng and Wei (2000) and Lin and Carroll (2000).”