AB test

Strategies for analyzing the distribution of datasets, switching the data towards a normal distribution testing different manual transformations and Box-Cox transformation.

Company X has recently introduced a new type of bidding, average bidding, as an alternative to the current type of bidding called maximum bidding. One of our clients, bombabomba.com, decided to test this new feature and wants to do an A/B test to see if average bidding converts more than maximum bidding.

Package for automation of statistics that are widely used in metabolomics.

This is a group project for MTH416A: Regression Analysis at IIT Kanpur

Evaluating the impact of a new golf ball coating

Perform a STEP by STEP multiple mean comparison analysis on R

Statistical analysis comparing metal accumulation levels in three macroinvertebrate groups

Performed rigorous preprocessing, and data cleaning, and conducted exploratory data analysis to identify trends, patterns, and outliers, leading to valuable insights. Employed various statistical methods concepts to get insights about the data for prediction.

Shandong suicide dataset analysis

Анализ датасета по суицидам в Шаньдуне.

The data relates to several user actions or interests recorded on two variants of landing pages for an online news portal. The objective is to analyse these interests by performing statistical analyses to determine if one variant is more effective based on chosen metrics (A/B testing).

Exploring a real-world dataset for regression analysis.

Fundamental Concept for Hypothesis Testing, such as Parametric vs Non Parametric Statistical Tests , Various T-tests ,

Easy statistical testing on the web

Como descrever meus dados? Quais testes estatísticos devo usar? Síntese dos testes estatísticos (introdutórios) que podem ser usados em uma análise de dados em saúde.

HHA507 / Data Science / Assignment 6 / ANOVA

Gain hands-on experience with ANOVA analysis, understanding its assumptions, and applying it to real-world datasets to understand differences among group means.

DETECTER DES FAUX BILLETS AVEC PYTHON

Estimation of the Shapiro-Wilk test using the Monte Carlo method.