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Tag: t-statistic

Machine Learning - Data Mining, StatisticsLeave a comment

Unpaired Two-sample T-test (Independent T-test)

January 21, 2020July 31, 2020 Tung.M.Phung

What is an Unpaired 2-sample T-test? Let’s analyze this definition from scratch. Continue reading Unpaired Two-sample T-test (Independent T-test)

Machine Learning - Data Mining, StatisticsLeave a comment

Paired Two-sample T-test (Dependent T-test)

January 18, 2020July 31, 2020 Tung.M.Phung

What is a Paired 2-sample T-test? Let’s analyze this definition from scratch. Continue reading Paired Two-sample T-test (Dependent T-test)

Machine Learning - Data Mining, StatisticsLeave a comment

T-statistic, T-test and the T family

November 12, 2019July 31, 2020 Tung.M.Phung

T-score, t-statistic, t-distribution and t-test belong to the T-family, which is very closely related to the Z-family. Continue reading T-statistic, T-test and the T family

Machine Learning - Data Mining, Regression ModelsLeave a comment

Confidence Intervals for Linear Regression Coefficients

November 9, 2019December 10, 2024 Tung.M.Phung

Not only does Linear regression give us a model for prediction, but it also tells us about how accurate the model is, by the means of Confidence Intervals. Continue reading Confidence Intervals for Linear Regression Coefficients

Machine Learning - Data Mining, Statistics2 Comments

Hypothesis Testing

October 18, 2019July 31, 2020 Tung.M.Phung

Hypothesis Testing is the process of verifying if a hypothesis is viable or not, i.e. should we reject a hypothesis in favor of the other. Continue reading Hypothesis Testing