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

Bootstrapped skewness-adjusted t-test

Repository with all the TFM files of Master in Data Science at Kschool

P-values in quality control of high-throughput experiments slides

A Java implementation of the Robust Rank Order statistical significance test

SEAL stream cipher with some statistical tests

Analyse the Stroop effect using descriptive statistics to provide an intuition about the data, and inferential statistics to draw a conclusion based on the results.

EDA is a must to do step in the data science workflow. Working on data, wrangling & transforming them is time consuming, and it determine the success degree of the next steps (pre preocessing, modelling, communicating outputs & decision making). This repo will show you how to perform EDA in R using the tidyverse ecosystem, and will introduce a c…