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
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.
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 ,
Анализ датасета по суицидам в Шаньдуне.
Shandong suicide dataset analysis
This project conducts a comprehensive statistical analysis to determine whether there are significant differences in goal scoring between men's and women's FIFA World Cup matches. Using rigorous statistical methodology, we analyze historical match data to answer this important question in sports analytics.
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.
Build a statistical model based customer satisfaction dataset from Qualtrics survey
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