Strategies for analyzing the distribution of datasets, switching the data towards a normal distribution testing different manual transformations and Box-Cox transformation.
Package for automation of statistics that are widely used in metabolomics.
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.
Easy statistical testing on the web
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
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).
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.
Exploring a real-world dataset for regression analysis.
Анализ датасета по суицидам в Шаньдуне.
Fundamental Concept for Hypothesis Testing, such as Parametric vs Non Parametric Statistical Tests , Various T-tests ,
Shandong suicide dataset analysis
This project explores Yulu bike rental data to analyze user demand, seasonal trends, and environmental influences on ride volume. Additionally, hypothesis testing was performed to statistically validate key assumptions regarding rental patterns.
HHA507 / Data Science / Assignment 6 / ANOVA
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.
In this project, a regression-based performance prediction model was developed to estimate building energy consumption based on simplified façade attribute information and weather conditions.
A statistical analysis project that explores how wine ratings relate to factors like price and acidity using hypothesis testing techniques such as the Kruskal-Wallis and Shapiro-Wilk tests.
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