https://github.com/arvinsingh/statistical-r

Statistical testing with R
https://github.com/arvinsingh/statistical-r

hypothesis-testing regression statistical-modelling statistical-tests visualization

Last synced: 8 months ago
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Statistical testing with R

• Host: GitHub
• URL: https://github.com/arvinsingh/statistical-r
• Owner: arvinsingh
• Created: 2024-02-10T21:55:35.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2024-05-02T16:19:24.000Z (about 2 years ago)
• Last Synced: 2024-11-13T15:13:31.303Z (over 1 year ago)
• Topics: hypothesis-testing, regression, statistical-modelling, statistical-tests, visualization
• Language: R
• Homepage:
• Size: 117 KB
• Stars: 3
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          

# Statistics with R

##### 3 workshops conducted on Statistical Analysis.

## Workshop 1: Hypothesis Testing.

- Forming Null and Alternate hypothesis.

- Null hypothesis significance testing.

- Testing for Normal Distribution.

## Workshop 2: Hypothesis Testing in action.

- Types of data

- Statistical Tests

- How to select the right test

![Statistical Test Flowchart](stat-test-flowchart.jpg)

## Workship 3: Statistical Modelling & Visualization.

- Linear Regression

- Linear Mixed Regression Models

- Boxplots, Histograms, Correlation graph, Mixed regression graph.

Workshop delivered by Arvin and Shubham