Three essays on application of semiparametric regression: partially linear mixed effects model and index model The dissertation consists of three essays. The main focus is set on semiparametric regression modeling which embodies the strength of parametric and nonparametric regression models in terms of flexibility dimensionality and interpretability. The first essay is “Some Recent Advances in Modeling with Mixed Effects for Small Areas Multi level and Panel Models...