This is an implementation of Deutsch and Deutsch, "Latin hypercube sampling with multidimensional uniformity", Journal of Statistical Planning and Inference 142 (2012) , 763-772

This is an introductory guide to survey weighting. It provides a step-by-step walkthrough of the main procedures and explains the statistical principles behind them. The guide includes R code to implement all stages of survey weighting and reproduces the weighting procedures of the 7th European Social Survey in the UK.

A python library to detect whether one song contains a sample of another.

Repo for the paper "Survey calibration for causal inference: a simple method to balance covariate distributions”

Python (BS4) Web Scraping, Research and Sampling Methodologies, and Hypothesis Testing with R and RMarkdown of music genre aggregate ratings from RateYourMusic.com

Sampling requirements and approaches to detect ecosystem shifts (Bruel & White, 2020, Ecological Indicators).

Using Running Averages for Optimal Sampling/Data Recording of Lithic Artefacts based on EasyGilf (Linstädter et al 2002)

Spot Environmental Consulting

mabrook sample

Implementation and replication package for the paper titled "On the Creation of Representative Samples of Software Repositories" published on the ESEM 2024 conference

Files for my group project in STA304: Surveys, Sampling, and Observational Data in Fall 2024 at UTM. Forked off of the main repository to make final tweaks and keep only the necessary files for posting on my website/CV.

Lecture: fundamentals of ecological modeling

This project implements the PageRank algorithm, used to rank web pages by their importance. The algorithm simulates a random surfer who randomly clicks on links on web pages, and over time, determines which pages are more likely to be visited.

Tutorial to generate a stratified sample

Boost prediction accuracy using next token probabilities as features

Inferential Statistics Course 2 in Coursera - Duke University.