Kreshnik Xhangolli (kreshnikxhangolli)

kreshnikxhangolli

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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)

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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.

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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.

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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.

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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

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