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The Statistical Test Selection Kit
For the student staring at a dataset and a list of tests: pick the right test, check its assumptions, run it and report it in APA style.
Every template from the workbook, ready to type into: decision trees, assumption checklists, output interpretation and APA reporting for SPSS, JASP and R.
- 64 fillable templates
- US Letter + A4
- Instant download
$19
Secure checkout on Payhip. Download both PDFs straight after payment.
Save with the Analyse Your Data Bundle: this kit plus Qualitative Coding Kit, Grounded Theory Template Kit and Phenomenology & IPA Template Kit, $49 instead of $76. See the bundles
What you get
- 64 fillable templates in one fillable PDF (120 pages in US Letter, 112 in A4, 2383 fillable fields)
- US Letter and A4 versions, both included
- Type into the boxes and save, or print and write by hand
- A clickable template map with a Done box for every template, and bookmarks
See inside





All 64 templates
- 1.1 Variable Inventory Worksheet
- 1.2 Variable Classification Matrix
- 1.3 Variable Role Assignment Worksheet
- 1.4 Research Question → Variable Map
- 1.5 Measurement Level Decision Flowchart (Fill-In)
- 2.1 The Master Decision Tree
- 2.2 Decision Path Recorder
- 2.3 My Study’s Test Selection Summary Table
- 2.4 'Which Test Did My Committee Expect?' Troubleshooting
- 2.5 Quick-Reference Card (Photocopiable)
- 3.1 Universal Assumption Checklist (Overview)
- 3.2 Normality Testing Checklist (Photocopiable)
- 3.3 Homogeneity of Variance Checklist (Photocopiable)
- 3.4 Linearity & Homoscedasticity Checklist
- 3.5 Multicollinearity Diagnostic Checklist
- 3.6 Sphericity Checklist (Repeated Measures Designs)
- 4.1 Independent t-Test: Decision Confirmation Worksheet
- 4.2 Independent t-Test: Output Interpretation Template (SPSS / JASP / R)
- 4.3 Mann-Whitney U: Output Interpretation Template (SPSS / JASP / R)
- 4.4 APA Results Paragraph Template: Two Independent Groups
- 4.5 Effect Size & Power Worksheet: Two Independent Groups
- 5.1 Paired t-Test: Decision Confirmation Worksheet
- 5.2 Paired t-Test: Output Interpretation Template (SPSS / JASP / R)
- 5.3 Wilcoxon Signed-Rank: Output Interpretation Template
- 5.4 APA Results Paragraph Template: Two Related Groups
- 5.5 Effect Size & Power Worksheet: Two Related Groups
- 6.1 One-Way ANOVA: Decision Confirmation Worksheet
- 6.2 One-Way ANOVA: Output Interpretation Template (SPSS / JASP / R)
- 6.3 Post-Hoc Test Selector and Interpretation Template
- 6.4 Kruskal-Wallis H: Output Interpretation Template (SPSS / JASP / R)
- 6.5 APA Results Paragraph Template: Three+ Independent
- 6.6 Effect Size & Power Worksheet: Three+ Independent
- 7.1 Repeated Measures ANOVA: Decision Confirmation
- 7.2 Repeated Measures ANOVA: Output Interpretation
- 7.3 Friedman Test: Output Interpretation Template (SPSS / JASP / R)
- 7.4 APA Results Paragraph Template: Three+ Related Groups
- 7.5 Effect Size & Power Worksheet: Repeated Measures Designs
- 8.1 Factorial ANOVA: Design Planning & Interpretation
- 8.2 Factorial ANOVA: Output Interpretation Template (SPSS / JASP / R)
- 8.3 ANCOVA: Covariate Justification & Interpretation Template
- 8.4 MANOVA: Multiple DV Planning & Interpretation Template
- 8.5 APA Results Paragraph Templates: Complex Group
- 8.6 Effect Size & Power Worksheet: Complex Designs
- 9.1 Correlation: Decision Confirmation Worksheet
- 9.2 Pearson r: Output Interpretation Template (SPSS / JASP / R)
- 9.3 Spearman rho: Output Interpretation Template (SPSS / JASP / R)
- 9.4 APA Results Paragraph Template: Correlations
- 9.5 Effect Size & Power Worksheet: Correlations
- 10.1 Regression: Decision Confirmation & Model Planning
- 10.2 Simple & Multiple Linear Regression: Output
- 10.3 Binary Logistic Regression: Output Interpretation Template
- 10.4 APA Results Paragraph Templates: Regression
- 10.5 Regression Assumption Documentation Pack
- 10.6 Effect Size & Power Worksheet: Regression
- 11.1 Chi-Square: Decision Confirmation & Contingency Table
- 11.2 Chi-Square Test of Independence: Output Interpretation
- 11.3 Chi-Square Goodness of Fit: Output Interpretation
- 11.4 APA Results Paragraph Templates: Chi-Square Analyses
- 11.5 Effect Size & Power Worksheet: Chi-Square
- 12.1 Complete Analysis Plan Assembly Template
- 12.2 'Reviewer Says My Analysis Is Wrong' Diagnostic Template
- 12.3 Defense Question Anticipator: Statistical Methods
- 12.4 Non-Significant Results Action Plan
- 12.5 Statistical Methods Chapter Checklist: Final Self-Audit
Every template page gives you
- Its purpose and how long it takes
- Short steps on how to fill it in
- Fillable boxes sized for real answers
- The output it produces
- A supervisor sign-off line
- Where to find the completed example in the workbook
How to use it
- Open the PDF in a free PDF reader app that supports fillable forms (Adobe Acrobat Reader is free and works best). Some phone and browser viewers do not save typed answers.
- Click a box and type. Save often: your answers stay in the file.
The kit and the workbook
The kit gives you the tools. The Statistical Test Selection Workbook teaches the method: it explains every template and shows a completed example of each one. If this is your first time, start with the workbook.
Questions
How do I get the files?
Checkout is on Payhip, our store. Straight after payment you can download both PDFs, and Payhip emails you the link too. You can download them again from the same link later.
Can I type into the pages?
Yes. Open the PDF in a free PDF reader app that supports fillable forms (Adobe Acrobat Reader is free and works best), type into the boxes and save. Some phone and browser viewers do not save typed answers.
US Letter or A4?
Both are included in every purchase.
Is this the same as the workbook?
No. The kit has every fill-in template from The Statistical Test Selection Workbook, ready to type into. The workbook adds the teaching and a completed example of every template.
What if a file does not open?
Digital files cannot be returned once downloaded, but if a file does not open or something is wrong with it, email rafiq@gradsummit.com and we will fix it or refund you.
Can my class or research group use it?
Each purchase is for one person. For a class or research group, email rafiq@gradsummit.com about a group licence.
The Statistical Test Selection Kit
64 fillable templates, US Letter and A4, $19.
Licence: For the buyer's own use. Every page is stamped with the buyer's email and the purchase date. Please do not share or resell the files. For a class or research group, ask about a group licence.
By Rafiq Muhammad, MD, MIHMEP, PhD. The templates were drafted with the help of AI tools and written, checked and laid out by the author.