Official Implementation of the paper "Fair Generalized Linear Models with a Convex Penalty."

A pair of scripts that contain profound statistical analyses. The first one approaches a linear model, while the second one a generalized linear model

Generalized linear models 1 coursework

Course of Generalized Linear Models at UEM in 2017

Anova main effect model for BirthWeight dataset

A final project carried out at the African Institute for Mathematical Sciences, AIMS.

Machine Learning: Group Project

A ipynb file to allow easy access to US Census Current Population Survey (CPS) data, with the aim of identifying drivers of wage levels in the US.

Degree work to opt for the master's degree in data science focused on educational data.

Study on community compensatory trend, as well as positive and negative density dependence enacting on seedling recruitment in the Dipterocarpaceae

Modeling Mortgage Customer Retention with Binary Logistic Regression

Script to perform three different likelihood-ratio tests in Julia, and call an R script to perform the one-way ANOVA test, Welch's ANOVA test and analysis of deviance on a gamma generalized linear model.

This project looks at hurricane data to determine if the femininity level of hurricane name is associated with more deaths.

Our team GMT+8 analyzed the given data and recommended which manufacturers MM&A team should partner with to pilot the digital ad program. I utilised my knowledge of the R language to build the statistical prediction model for quantifying the effectiveness of the coupon promotion by the manufacturers in the supermarket.

Curso de Regression Models do Coursera

This repository explores model selection techniques based off of my doctoral research. It explores the assumptions of linear modelling, the appropriate tests to apply, and the application of cross validation techniques.

R package for controlled multiple imputation of ordinal or binary responses with missing data in clinical study

💬 Talk comparing two recent methods for differential expression analysis with single-cell RNA-seq data