Official Implementation of the paper "Fair Generalized Linear Models with a Convex Penalty."
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Updated
Oct 26, 2022 - Python
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
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.
Generalized linear models 1 coursework
Course of Generalized Linear Models at UEM in 2017
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.
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
The aim of the GLMM Project is to build general linear (mixed) models that predicts the total number of medals won by countries. GLMs and GLMMs are examined in the Part 1 and Part 2 respectively. Refer to memos in pdf files for details.
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