Merge pull request #125 from DoubleML/s-notebook-QTE

Add Example Notebooks for Quantile effects

Author: SvenKlaassen

.gitignore

@@ -1,2 +1 @@
-*.idea
-
+*.idea

doc/api/api.rst

@@ -26,7 +26,10 @@ Double machine learning models
     DoubleMLPLIV
     DoubleMLIRM
     DoubleMLIIVM
-
+    DoubleMLPQ
+    DoubleMLLPQ
+    DoubleMLCVAR
+    DoubleMLQTE
 
 Datasets module
 ---------------

doc/examples/index.rst

@@ -27,6 +27,9 @@ 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_pension_qte.ipynb
+    py_double_ml_pq.ipynb
+    py_double_ml_cvar.ipynb
 
 |start-h3| Sandbox |end-h3|
 

doc/examples/py_double_ml_cvar.ipynb

@@ -988,7 +988,7 @@
    "provenance": []
   },
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "dml_base",
    "language": "python",
    "name": "python3"
   },
@@ -1002,7 +1002,12 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.7"
+   "version": "3.10.8"
+  },
+  "vscode": {
+   "interpreter": {
+    "hash": "04413e1efd13b5e2aaedccc5facec5686292d28983ef24fa021a12c73bd6369e"
+   }
   }
  },
  "nbformat": 4,

doc/examples/py_double_ml_multiway_cluster.ipynb

@@ -1121,7 +1121,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "dml_base",
    "language": "python",
    "name": "python3"
   },
@@ -1135,7 +1135,12 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.7"
+   "version": "3.10.8"
+  },
+  "vscode": {
+   "interpreter": {
+    "hash": "04413e1efd13b5e2aaedccc5facec5686292d28983ef24fa021a12c73bd6369e"
+   }
   }
  },
  "nbformat": 4,