Appendices
31
Simulation template
✎ Very rough draft
Improving your statistical inferences through Monte Carlo simulations
Introduction
Part I: Learning to Simulate
1
Required skills
✎ Polishing
2
Foundation concepts
✎ Polishing
3
Writing functions
✎ Polishing
4
Data-generating process functions
✎ Polishing
5
Pseudo-random number generators
✎ Very rough draft
6
Analysis functions
✎ Polishing
7
Creating simulation experiments
✎ Rough draft
8
Mapping over functions
✎ Rough draft
9
Summarizing results
✎ Very rough draft
10
Planning and reporting
✎ Very rough draft
Part II: Learning from Simulations
11
Everything is regression
✎ Rough draft
12
Estimation
✎ Rough draft
13
Assessing the impact of violating the assumption of normality
✎ Rough draft
14
The statistical power of assumptions tests and the conditional use of non-parameteric tests
✎ Rough draft
15
p-hacking via different forms of selecting reporting
✎ Very rough draft
16
The differences between significant and non-significant is not itself significant
✎ Very rough draft
17
Standardized effect sizes and range restriction
✎ Very rough draft
18
The impact of one form of careless responding on power and the false positive rate
✎ Very rough draft
19
Meta-analysis and publication bias
✎ Very rough draft
20
Regression assumes causality
✎ Very rough draft
Exercises
21
Exercises for ‘Required skills’ chapter
✎ Polishing
22
Exercises for ‘Writing functions’ chapter
✎ Polishing
23
Exercises for ‘Data Generating Process functions’ chapter
✎ Polishing
24
Exercises for ‘Analysis functions’ chapter
✎ Polishing
25
Exercises for ‘Creating simulation experiments’ chapter
✎ Very rough draft
26
Exercises for ‘Mapping over functions’ chapter
✎ Rough draft
27
Exercises for ‘Everything is regression’ chapter
28
Exercises for ‘Estimation’ chapter
Appendices
29
Lesson plan
✎ Very rough draft
30
ADEMP simulation preregistration template
31
Simulation template
✎ Very rough draft
32
The Crowded Room problem: Constraints on correlations
✎ Rough draft
33
License and citation
Appendices
31
Simulation template
✎ Very rough draft
31
Simulation template
✎ Very rough draft
Code
TODO
30
ADEMP simulation preregistration template
32
The Crowded Room problem: Constraints on correlations
✎ Rough draft
Source Code
# Simulation template <span class="badge badge-draft1">✎ Very rough draft</span>
TODO