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Statistics

Skewness-Kurtosis
Posted inBlog Educational Article Statistics

Skewness & Kurtosis

Skewness We always check for Skewness and Kurtosis while doing Exploratory Data Analysis, they both measure and give information about the shape of the data, but they capture different aspects…
Posted by Vishal June 14, 2024
hypothesis testing
Posted inBlog Educational Article Statistics

What are the types of hypothesis testing?

Hypothesis Testing There are several main types of hypothesis testing, each suited to analyzing different kinds of data and research questions. Here's a breakdown of some common types: Parametric Tests:…
Posted by Vishal June 12, 2024
Wilcoxon Signed-Rank Test
Posted inBlog Educational Article Statistics

Wilcoxon Signed-Rank Test Explained

Wilcoxon Signed-Rank Test : Overview and Requirements The Wilcoxon signed-rank test, also known as the Wilcoxon matched-pairs signed-rank test, is a non-parametric statistical test used to compare two paired samples.…
Posted by Vishal June 1, 2024
Mann-Whitney U Test
Posted inBlog Educational Article Statistics

Mann-Whitney U Test Explained

Mann-Whitney U Test The Mann-Whitney U test, also known as the Wilcoxon rank-sum test, is a non-parametric statistical test used to compare two independent groups. It helps assess whether the…
Posted by Vishal June 1, 2024
Chi-Square Test
Posted inBlog Educational Article Statistics

Chi-Square Test Explained

What is Chi-Square test? The chi-square test (χ²) is a non-parametric statistical test used to analyze categorical data. It helps determine whether the observed frequencies of a variable (e.g., the…
Posted by Vishal June 1, 2024

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