probit

Spatial probit model of intra-household interactions (implemented in Stata)

Evaluate the Buy Online Pick-up in Store (BOPS) strategy with a real-world dataset

Supplementary work for thesis, including R code.

Can Malpractice Pressure Compel a Physician to Relocate? Ellyson and Robertson (2019)

Ordered logit and probit models

Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. **Superseded by the models-by-example repo**.

Étude de marché sur les personnes âgées qui souscrivent une assurance complémentaire aux États-Unis en réalisant des modèles probit et logit pour identifier les variables importantes.

My PhD thesis: Regression modelling using priors depending on Fisher information covariance kernels (I-priors)

Binary and multinomial probit regression using I-priors

Additional R scripts to produce data analysis and wrangling. You will need to run the main file here to get the manipulated dataframe that I use in the hbc-ctol repository. Here, some analysis that I did initially can also be found. The complete development environment for the stuff that you see on RPubs is also here. In memory of the late Jorge…

This is the accompanying code repository for the AISTATS 2022 publication p-Generalized Probit Regression and Scalable Maximum Likelihood Estimation via Sketching and Coresets by Alexander Munteanu, Simon Omlor and Christian Peters.

[This project was completed in June 2013] "And the Oscar goes to... Analysis of economic and non-economic factors affecting the probability of winning an Oscar" is a research paper that addresses the issue of factors affecting the likelihood of winning an Oscar.

R package with quasi-Monte Carlo methods to estimate mixed models commonly used for random effect structures from pedigrees.

Probit and Logit Regression

API for interaction with ProBit Global crypto exchange (live link on private repo)

API wrapper for the probit exchange

Precio de viviendas de un sector usando logit y probit comparación

Project for the Machine Learning 2021/22 class at the Faculty of Economic Sciences, University of Warsaw. I was responsible for the drug abuse prediction task for which I build logit, probit, KNN and SVM classification models.