truncated regression example (#30)

* truncated regression example

* now covers truncation and censoring

* remove irrelevant text

* edits to text

* fixing pre-commit checks

* spelling mistakes

* return_inferencedata + remove excess model context

* variable renaming

* comments re inequalities in censored model

* text on what influences level of underestimation bias

* fix typo

* Further topics and reading + references

* fix typo

* final tweaks

* Update GLM-truncated-censored-regression.ipynb

typos

* final (honest) typo correction and output supression

* run with PyMC3 v3.11.1 to remove warning messages

Author: drbenvincent

examples/generalized_linear_models/GLM-truncated-censored-regression.ipynb

@@ -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",