Merge pull request #133 from DoubleML/s-notebook-DiD

Add DID models documentation

Author: SvenKlaassen

doc/api/api.rst

@@ -26,6 +26,8 @@ Double machine learning models
     DoubleMLPLIV
     DoubleMLIRM
     DoubleMLIIVM
+    DoubleMLDID
+    DoubleMLDIDCS
     DoubleMLPQ
     DoubleMLLPQ
     DoubleMLCVAR
@@ -61,6 +63,7 @@ Dataset generators
    datasets.make_iivm_data
    datasets.make_plr_turrell2018
    datasets.make_pliv_multiway_cluster_CKMS2021
+   datasets.make_did_SZ2020
 
 Score mixin classes for double machine learning models
 ------------------------------------------------------

doc/conf.py

@@ -134,6 +134,9 @@
     'https://doi.org/10.1111/rssa.12623', # Valid DOI; Causes 403 Client Error: Forbidden for url:...
     'https://doi.org/10.1146/annurev-economics-012315-015826', # Valid DOI; Causes 403 Client Error: Forbidden for url:...
     'https://doi.org/10.1109/TIT.2014.2343629', # Valid DOI, Causes 418 Client Error: unknown for url:...
+    'https://doi.org/10.1093/ectj/utaa001', # Valid DOI; Causes 403 Client Error: Forbidden for url:...
+    'https://doi.org/10.1111/0034-6527.00321',  # Valid DOI; Causes 403 Client Error: Forbidden for url:...
+    'https://doi.org/10.1016/j.jeconom.2020.06.003',  # Valid DOI; Causes 403 Client Error: Forbidden for url:...
 ]
 
 # To execute R code via jupyter-execute one needs to install the R kernel for jupyter

doc/examples/index.rst

@@ -29,6 +29,7 @@ These are case studies with the Python package :ref:`DoubleML <doubleml_package>
     py_double_ml_multiway_cluster.ipynb
     py_double_ml_gate.ipynb
     py_double_ml_cate.ipynb
+    py_double_ml_did.ipynb
     py_double_ml_pension_qte.ipynb
     py_double_ml_pq.ipynb
     py_double_ml_cvar.ipynb