Kreshnik Xhangolli's repositories
Exercise-Rmd-sweave-income-on-religion
R code (Rmd and Rnw) of the analysis on treatment effect of income on religiousness (Busser 2015)
matura-albania
RShiny web application that predicts admission to Albanian public universities programs through a naive classifier. This repository contains all files of the project. The main purpose is to provide the data wrangling R scripts of the project. We recommend to use repository "matura-albania-Lite" to run the application.
matura-albania-Lite
RShiny web application that predicts admission to Albanian public universities programs through a naive classifier. Contains minimum files to run the application.
parametric-treatment-effects
In this theoretical work we provide an unrestricted linear model for identifying treatment effects with time-varying qualification with panel data and repeated cross-sections. This model enables fixed and random effects estimation of treatment effects; the latter has not been considered before. In addition we identify new scenarios and respective sufficient conditions for treatment effect estimation in such settings.
training-set-assumptions
We emphasize the importance of implicit assumptions made on the training set and applying the classifier on a record that violates such assumptions. We consider the case of a classifier that differentiates between anticancer drug approval and phase 2/3 rejection