Sample surveys’ main objective ... information about the exact parametric population structure. As a result of these concerns, several researchers have so far considered nonparametric models for.

Linear models, generalized linear models, and nonlinear models are examples of parametric regression models because we ... Cross-sectional wage data are consisting of a random sample taken from the ...

This study explored methods of constructing Poisson, NB, ZIP and ZINB models for the number of depression symptoms and compared the fitting goodness of four count outcomes regression ... The sample ...

Even though they used both polynomial and exponential regression ... the overall population and for males and females was 92.1, 92.3 and 91.9%, respectively. Hence, the prediction model improved ...

Abstract: Model selection in linear regression models is a major challenge when dealing with high-dimensional data where the number of available measurements (sample size) is much smaller than the ...