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.

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

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

🧠 Visualize token-by-token sampling with chat templates, nucleus filtering, constrained decoding, and attribution heatmaps in one local app ⚡

Presentación de la Comunicación Oral del LII Coloquio Argentino de Estadística de la Sociedad Argentina de Estadística

Lecture: fundamentals of ecological modeling

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

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.

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.

A tutorial on the FAM 450 and testing for control ineffectiveness.

Tutorial to generate a stratified sample

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

mabrook sample