This notebook summarizes the testing methods from Inferential Statitistics course taught by University of Amsterdam on Coursera. The course had used R on DataCamp to conduct statistical test. Here, I am using Python to do the test. All the formulas used in this document can be found here.
List of Contents
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Comparing two groups
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Categorical Association
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Simple Regression
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Multiple Regression
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Quantitative associations: ANOVA
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Nonparametric tests
This notebook analyze real word data by applying inferential statistics.