Statistical comparison of multiple algorithms

Stac-Java-Client

Testing for Spatial Structure of Qualitative Data in Cross Section

Analysis of bus delays data from TTC (Toronto Transit Commission). So far we concluded that there is a statistically signigificant difference in number of delays between days with good weather and bad weather within the "Mechanical" and "General" delay reasons. More details in Jupyter Notebooks.

Personal notes during reading Statistics with R by Jenine K. Harris, 1st ed. (2019)

Statistical test(F-test, t-test, and U-test) with two numerical arrays.

AB Testing analysis from Udacity, including determining the experiment size and analyzing the results.

The final project for the Statistics Cource at AGH UST

Celem raportu było przeprowadzenie testów statystycznych dla różnych hipotez dotyczących parametrów rozkładu normalnego, z którego pochodzą dane.

This R Studio Markdown aims to analyze data from 2020 of FBI's Hate Crime Statistics with various key parameters as control variables and defend hypotheses about hate crimes and bias motivation.

Statistical significance test implementations for comparing Machine Learning models

Machine Learning Library for Classification Tasks

Pseudo-random number generator and statical tests

My master thesis "Statistical tests for connection algorithms for neural networks". Also available at https://nmbu.brage.unit.no/nmbu-xmlui/bitstream/handle/11250/189117/Hjertholm2013.pdf?sequence=1

Python package to perform statistical tests on paired data

Hotellings t^2 statistics Using R

A series of statistical models applied to different case studies

Delves into customer and transaction data for a retail supermarket to inform the supermarket’s strategic plan for the chips category

Machine learning library for classification tasks

A descriptive and inferential statistical analysis from the Kaggle database on the data collected by an IoT smoke detection device. Machine learning techniques were also used to help build this smart device, increasing its accuracy.