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truncated regression example #30

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Feb 21, 2021
Merged

truncated regression example #30

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56682c3
truncated regression example
drbenvincent Jan 24, 2021
014f51d
now covers truncation and censoring
drbenvincent Jan 25, 2021
3c0bf62
remove irrelevant text
drbenvincent Jan 25, 2021
c8b49aa
edits to text
drbenvincent Jan 25, 2021
dfe5ab5
fixing pre-commit checks
drbenvincent Jan 25, 2021
3400183
spelling mistakes
drbenvincent Jan 25, 2021
4077aff
return_inferencedata + remove excess model context
drbenvincent Jan 26, 2021
3347ce0
variable renaming
drbenvincent Jan 26, 2021
289069c
comments re inequalities in censored model
drbenvincent Jan 26, 2021
5a0312c
text on what influences level of underestimation bias
drbenvincent Jan 26, 2021
26be04a
fix typo
drbenvincent Jan 26, 2021
9bb2e20
Further topics and reading + references
drbenvincent Jan 26, 2021
a61cf17
fix typo
drbenvincent Jan 26, 2021
ad4375d
final tweaks
drbenvincent Jan 26, 2021
5df0f64
Update GLM-truncated-censored-regression.ipynb
drbenvincent Jan 26, 2021
fe108b6
final (honest) typo correction and output supression
drbenvincent Jan 26, 2021
f0de48c
run with PyMC3 v3.11.1 to remove warning messages
drbenvincent Feb 17, 2021
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1,313 changes: 1,313 additions & 0 deletions examples/generalized_linear_models/GLM-truncated-censored-regression.ipynb
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1 change: 1 addition & 0 deletions examples/table_of_contents_examples.js
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Expand Up @@ -21,6 +21,7 @@ Gallery.contents = {
"generalized_linear_models/GLM-robust-with-outlier-detection": "(Generalized) Linear and Hierarchical Linear Models",
"generalized_linear_models/GLM-robust": "(Generalized) Linear and Hierarchical Linear Models",
"generalized_linear_models/GLM-rolling-regression": "(Generalized) Linear and Hierarchical Linear Models",
"generalized_linear_models/GLM-truncated-censored-regression": "(Generalized) Linear and Hierarchical Linear Models",
"gaussian_processes/GP-Kron": "Gaussian Processes",
"gaussian_processes/GP-Latent": "Gaussian Processes",
"gaussian_processes/GP-Marginal": "Gaussian Processes",
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