Análises quantitativas em Marketing pela estimação de modelos tobit, probit, lingering e current effects.

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

Supplementary work for thesis, including R code.

O que influenciou a probabilidade de sobrevivência do Titanic?

Precio de viviendas de un sector usando logit y probit comparación

[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.

Binary and multinomial probit regression using I-priors

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.

Probit and Logit Regression

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…

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

Analysis of Ecotoxicology

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

Bayesian estimation of probit models

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.

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

Ordered logit and probit models

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.