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.

Homework 2 for the INTL 601 Quantitative Research Methods Course, Prof. David Carlson, Koç University.

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

UX Analytics & A/B Testing

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

Predictive Analysis Course's notes for Computer Science B.S. at Ca' Foscari University of Venice

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.

Generalized linear models 1 coursework

Analysis of brain trajectories using general linear models in health and disease

Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning

Fast and modular solver for sparse generalized linear models

The script provides a guideline to prepare data for the estimation of distribution range, create and download NDVI data, generate environmental variables from Digital Elevation Models, NDVI datasets and Climate-EU model, calculate landscape metrics for a species’ habitat using binary habitat maps, conduct LASSO and Elastic Net and run GLMs.

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

This repository documents my senior year independent project related to exploring the impact of behavioral interactions on the foraging success/attempts of five, peruvian army-ant following birds.