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Machine Learning Algorithms

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5.

Used in statistics to summarize the relationship between several categorical variables

Chi-Square Test of Contigencies

4.

To determine whether observed sample frequencies differ significantly from expected frequencies specified in the null hypothesis

Chi-Square Test (Goodness of Fit)

3.

Predict/Estimate

Simple Linear Regression

2.

Correlation/Associate/Relationship

Pearson Correlation

Spearman Correlation

1. Between Sample

More than 3 Independent Sample

One Way ANOVA

Kruskal Wallis

Two Sample(Paired)

Paired T-Test

Wilcoxon Signed Rank Test

Independent T-Test

Mann-Whitney U Test

One Sample(Unpaired)

One Sample T-Test

One Sample Wilcoxon Signed Rank Test

STATISTICAL TEST

NON-PARAMETRIC TEST

PARAMETRIC TEST