Statistical Programs
Statistical Primers
Interfaces with SPSS, Excel, Ascii, SAS and STATA Formats
Program Evaluation and Randomized Explanatory Trials
CHAPTER 1: RANDOMIZED EXPLANATORY TRIALS
CHAPTER 1 VIDEO
Published by Applied Scientific Analysis, Miami, Florida, ©2024
(Videos typically provide chapter overview and objectives)
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PREFACE AND INTRODUCTORY COMMENTS
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CHAPTER 2: CONCEPTUAL FUNDAMENTALS FOR RETs
CHAPTER 2 VIDEO
CHAPTER 3: MEASUREMENT FUNDAMENTALS FOR RETs
CHAPTER 3 VIDEO
CHAPTER 4: METHODOLOGICAL FUNDAMENTALS FOR RETs
CHAPTER 4 VIDEO
CHAPTER 5: STATISTICAL FUNDAMENTALS FOR RETs: REGRESSION
CHAPTER 5 VIDEO
PART 1. FUNDAMENTALS
CHAPTER 6: STATISTICAL FUNDAMENTALS FOR RETs: ADVANCED TOPICS
CHAPTER 6 VIDEO
CHAPTER 7: STATISTICAL FUNDAMENTALS FOR RETs: STRUCTURAL EQUATION MODELING
CHAPTER 7 VIDEO
CHAPTER 8: STATISTICAL FUNDAMENTALS FOR RETs: NON-TRADITIONAL SEM
CHAPTER 8 VIDEO
PART 2. MEDIATION ANALYSIS IN RETs
CHAPTER 9: MEDIATION ANALYSIS IN RETs: BASIC APPROACHES
CHAPTER 9 VIDEO
CHAPTER 10: EVALUATING EFFECT SIZES IN RETs
CHAPTER 10 VIDEO
This book is an on-going project. I am working on unfinished chapters and resource updates as best I can. Check back often. Because the book is web-based, I can easily make changes to anything. Please give me feedback or tell me if you find errors, no matter how small. Send your e mail to support@explanatorytrials.com. Lets make this project better. Let's all be co-authors!
Before you start reading, here is a video to put you in the right mood.
CHAPTER 11: MEDIATION ANALYSIS WITH CONTINUOUS OUTCOMES
CHAPTER 11 VIDEO
   
CHAPTER 12: MEDIATION ANALYSIS WITH BINARY OUTCOMES
CHAPTER 13: MEDIATION ANALYSIS WITH NOMINAL AND ORDINAL OUTCOMES
CHAPTER 14: MEDIATION ANALYSIS WITH COUNT OUTCOMES
CHAPTER 15: NON-LINEAR AND SPECIALIZED  MODELING IN MEDIATION ANALYSIS
CHAPTER 16: RETs WITH FOLLOW-UPS: LONGITUDINAL MODELING
CHAPTER 17: MEDIATOR RELATIVE IMPORTANCE AND EXPLORATORY MEDIATOR ANALYSIS
CHAPTER 23: MEDIATED MODERATION IN RETs
CHAPTER 22: MODERATED MEDIATION IN RETs
CHAPTER 18: INTRODUCTION TO MODERATION ANALYSIS
CHAPTER 19: MODERATION ANALYSIS WITH PRODUCT TERMS
CHAPTER 20: MODERATION ANALYSIS WITH MULTIPLE GROUPS
CHAPTER 21: EXPLORATORY MODERATION ANALYSIS AND NON-LINEAR DYNAMICS
PART 3. MODERATION ANALYSIS IN RETs
CHAPTER 24: MODERATED MODERATION IN RETs
CHAPTER 25: GROUP ADMINISTERED INTERVENTIONS AND CLUSTERED DESIGNS
CHAPTER 26: MISSING DATA
CHAPTER 28: SAMPLE SIZE CONSIDERATIONS
CHAPTER 29: FACTORIAL AND DISMANTLING DESIGNS, MULTI-TREATMENT RETs
PART 4. ADDITIONAL ISSUES IN THE ANALYSIS OF RETs
CHAPTER 30: EPILOGUE
CHAPTER 12 VIDEO
CHAPTER 13 VIDEO
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CHAPTER 17 VIDEO
CHAPTER 18 VIDEO
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CHAPTER 25 VIDEO
CHAPTER 26 VIDEO
CHAPTER 27 VIDEO
CHAPTER 28 VIDEO
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CHAPTER 27: INTENT TO TREAT AND PER PROTOCOL MODELING
NOT YET DONE
REFERENCES
(incomplete - only includes references for draft chapters I have written)
To cite the book, use Jaccard, J. (2024). Program evaluation and randomized explanatory trials. Applied Scientific Analysis (www.explanatorytrials.com)