Browsing by Subject "Nonparametric"
Now showing items 1-5 of 5
-
(2015-08-11)Regression Analysis is one of the most important tools of statistics which is widely used in other scientific fields for projection and modeling of association between two variables. Nowadays with modern computing techniques ...
-
(2012-10-19)In this dissertation, I consider linear, binary response correlated random coefficient (CRC) panel data models and a truncated CRC panel data model which are frequently used in economic analysis. I focus on the nonparametric ...
-
(2013-04-23)Learning from data, especially ‘Big Data’, is becoming increasingly popular under names such as Data Mining, Data Science, Machine Learning, Statistical Learning and High Dimensional Data Analysis. In this dissertation we ...
-
(2017-04-05)In the first essay, we investigate the nonlinear quantile regression with mixed discrete and continuous regressors. A local linear smoothing technique with the mixed continuous and discrete kernel function is proposed to ...
-
(2015-05-05)This dissertation contains three essays on nonparametric and semiparametric regression methods. In the first essay, we consider the problem of nonparametric regression with mixed discrete and continuous covariates using ...