An R project that conducts a hypothesis test to analyze the validity of Robin Dunbar's claim that humans only have the capacity to keep track of a maximum of 150 people (Dunbar's Number) at a time. Through this project, Dunbar's hypothesis is investigated with the use of multiple t-tests conducted over a Facebook usage dataset.

An R project that investigates whether different genres of songs have significantly different durations through the use of a one-way ANOVA test and post hoc significance tests conducted over an excerpt of a dataset consisting of 1 million popular songs compiled by The Echo Nest and a lab at Columbia University.

An R project that investigates and visualizes the effect of sex and education on an individual's income level through the use of a full-factorial two-way ANOVA test and relevant post hoc significance tests conducted over a 2014 Pew Research Center dataset consisting of higher education attainment, gender, and income data.

SQL and hypothesis testing

A short conceptual introduction to classical hypothesis testing.

A collection of Statistics and ML notebooks useful for Graduate Students

Enthält statistische Tests auf Gleichverteilung und Monte-Carlo-Simulationen um diese zu vergleichen.

Applied KS test and T-test to check whether rental subsidy rate’s distributions are different across different PHAs and implemented Pearson-correlation analysis to explore the linear correlation between rental subsidy rate and other factors.

Hypothesis-Test in python

[R package] A quick and easy way of visualizing p-values for basic hypothesis tests

Arima time series forecast on new video releases

Democritus functions for working with Hypothesis (https://hypothesis.readthedocs.io/en/latest/).

Todo o conteúdo produzido para a unidade curricular MEST (Métodos Estatísticos), para o curso em Engenharia Informática e Computação na FEUP

statistical analysis using python

Movie Dataset Analysis in Python. It contains EDA, Visualisation and Hypothesis tests

Sales of products in four different regions is tabulated for males and females. Find if male-female buyer rations are similar across regions

A basic program for data analysis of 1 parameter, it can be extended and optimized. Program done collaborating with Alessandro Namar

This repository is created for storing the components of Statistical Tests of One Pop, Two Pops and Three or more pops using Python.

Course included such topics, as Data Preprocessing, Exploratory Data Analysis (EDA), Statistical Data Analysis (SDA), Data Collection and Storage (PostgreSQL), Business Analytics, Making Business Decisions Based on Data (Hypotheses testing), How to Tell a Story Using Data (Presentation and Data Visualization - Maplotlib, Seaborn, Plotly), Automa…

Implement statistical hypothesis tests with Python easly