Statistical Analysis with R Programming Course

Descriptive Analysis

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Dataset:

• usedcars.csv (from: https://github.com/stedy/Machine-Learning-with-R-datasets)

Course content: Chapter 1

Correlation and Regression

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Datasets:

• usedcars.csv (from: https://github.com/stedy/Machine-Learning-with-R-datasets)
• insurance.csv (from: https://github.com/stedy/Machine-Learning-with-R-datasets)
• housing.data.csv (from: https://archive.ics.uci.edu/ml/datasets/Housing)

Course content: Chapter 2

T-Test and ANOVA

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Datasets:

• insurance.csv (from: https://github.com/stedy/Machine-Learning-with-R-datasets)
• drp_paired.csv

Course content: Chapter 3

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Chi Square, Fisher's Exact, McNemar's Test

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Datasets:

• carprefs.txt (from: http://www.statsci.org/data/oz/carprefs.html)

Course content: Chapter 4