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Data Learning Center Statistical Guides

Links to Statistical Guides

Proportion Tests

Comparing Two Proportions
Minitab
R
Fisher's Exact Test
R
Chi-square Test
JMP
Minitab
R

Parametric Tests

T-tests
JMP
Minitab
R
SPSS
One-way ANOVA
JMP
Minitab
R
SPSS
Two-way ANOVA
JMP
Minitab
R
SPSS
ANCOVA
Minitab
R
SPSS
Repeated Measures ANOVA
Minitab
R
SPSS
MANOVA
Minitab
R
SPSS

Non-parametric Tests

Mann Whitney & Wilcoxon Tests
JMP
Minitab
R
SPSS
Kruskal Wallis rank sum
JMP
Minitab
R
SPSS

Linear Regression & Generalized Linear Models (GLMs)

Introduction to GLMs
Simple Linear Regression
Minitab
R
SPSS
Multiple Linear Regression
JMP
Minitab
R
SPSS
Binary Logistic (Logit) Regression
JMP
Minitab
R
SPSS
Multinomial Logistic Regression
Minitab
R
SPSS
Ordinal Logistic Regression
Minitab
R
SPSS
Poisson Regression
Minitab
SPSS
Negative Binomial Regression
R

Survey Analysis

Likert Scale Questions
Likert-Type Scale
R
Likert Scale
R
Pre/Post Intervention

Correlation Analysis

Correlation Coefficients
Minitab



Other Resources for R

Common R Packages
Useful R Scripts



Software Access

Free Software

Paid Software

AMOS 28 (PSU)
AMOS 26
JMP 16 Pro (PSU)
JMP 16
Minitab Web App (PSU)
Minitab Express (PSU)
Minitab 19 (PSU)
Minitab 19
R      R Studio
SPSS 28 (PSU)
SPSS 26
DLC_statistical_guides