Model to Meaning
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IV: Bonus content
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I: Interpretation
1
Models and meaning
2
Tools and data
3
Conceptual framework
II: Quantities and tests
4
Hypothesis, equivalence, and interval tests
5
Predictions
6
Counterfactual comparisons
7
Slopes
III: Case studies
8
Interactions, polynomials, and splines
9
Categorical and ordinal outcomes
10
Mixed effects regression and post stratification
IV: Bonus content
Quick start
11
Plots
12
FAQ
13
Help
14
Alternative Software
15
Bootstrap & Simulation
16
Bayes
17
Conformal prediction
18
Conjoint experiments
19
Elasticity
20
Equivalence Tests
21
Experiments
22
Extensions
23
GAM
24
G-Computation
25
Heterogeneity
26
Hypothesis Tests
27
Inverse Probability Weighting
28
Links
29
Mixed Effects
30
Logit
31
Marginal Means
32
Matching
33
Meme gallery
34
NumPyro
35
Performance
36
Supported Models
37
S Values
38
Tables
39
Standard Errors
V: Back matter
40
Python
41
Bibliography
Citation and License
IV: Bonus content
33
Meme gallery
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Meme gallery
meme a
meme c
meme b
meme d
meme e
Source:
(
dan_p_simpson?
)
32
Matching
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NumPyro
