A Comparative Study of Semiparametric Estimation in Partially Linear Single-index Models.

Published in: Commun. Stat. Simul. Comput. (2016)

Keyphrases

semi parametric
linear model
statistical inference
parametric models
model selection
parameter estimation
density estimation
probabilistic model
nearest neighbor
machine learning methods
hybrid model
neural network
least squares
regression model
statistical methods
constrained optimization