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1.1. 1_1MFScondist: Continuous Probability Distributions
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Normal/Gaussian distribution
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Exponential Distribution
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Gamma Distribution
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Beta Distribution
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Student's t Distribution
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Chi-square Distribution
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F Distribution
1.2. 1_2MFSdisdist: Discrete Probability Distributions
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Binomial Distribution
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Poisson Distribution
2. 2MFSttest: Parametric T Test
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One Sample t-Test
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Two Samples t-Test
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Paired Samples
3. 3MFSnptest: Non-parametric Tests
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One Sample Wilcoxon Signed-Rank Test
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Two Samples Wilcoxon Rank-Sum Test (Mann-Whitney U Test)
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Paired Samples Wilcoxon Signed-Rank Test
4. 4MFSproptest: Test for Binomial Proportions
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One Single Proportion: Binomial Test
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Two Independent Proportions: Chi-square Test
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Over Two Independent Proportions: Chi-square Test
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Trend in Over Two Independent Proportions: Chi-square Trend Test
5. 5MFSrctabtest: Test for Contingency Table
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Chi-square Test (2x2 Table)
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Fisher Exact Test (2x2 Table)
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McNemar Test for Paired Data (2x2 Table)
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Chi-square Test (2xC Table)
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Chi-square Test (RxC Table)
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Kappa Statistic (2xK Table)
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Kappa Statistic (KxK Table)
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Mantel-Haenszel Test for confounding data (2x2 table under K confounding)
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Cochran-Mantel-Haenszel Test for confounding data (RxC table under K confounding)
6. 6MFSanova: Analysis of Variance
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One-way ANOVA
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Multiple Comparison for One-way ANOVA
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Two-way ANOVA
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Multiple Comparison for Two-way ANOVA
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Kruskal-Wallis Test
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Multiple Comparison for Kruskal-Wallis Test
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7.1. 7_1MFSlr: Linear Regression
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7.2. 7_2MFSlogit: Logistic Regression
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7.3. 7_3MFSsurv: Cox Regression
8.1. 8_1MFSpca: Dimensional Analysis 1
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Principle Component Analysis (PCA)
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Exploratory Factor Analysis (EFA)
8.2. 8_2MFSpls: Dimensional Analysis 2
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Principal Component Regression (PCR)
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Partial Least Squares Regression (PLSR)
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Sparse Partial Least Squares Regression (SPLSR)