Update docs for release 0.6.1

.github/workflows/test_build_docu_dev.yml

@@ -10,7 +10,6 @@ on:
   pull_request:
     branches:
       - main
-      - dev
   workflow_dispatch:
     inputs:
       doubleml-py-branch:

.github/workflows/test_build_docu_released.yml

@@ -10,7 +10,6 @@ on:
   pull_request:
     branches:
       - main
-      - dev
   workflow_dispatch:
   schedule:
     - cron: "0 9 * * 1,3,5"

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

@@ -133,6 +133,10 @@
     'https://doi.org/10.1111/rssb.12026', # Valid DOI; Causes 403 Client Error: Forbidden for url:...
     '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 +29,8 @@ 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_did_pretest.ipynb
     py_double_ml_pension_qte.ipynb
     py_double_ml_pq.ipynb
     py_double_ml_cvar.ipynb

doc/examples/py_double_ml_cate.ipynb

@@ -394,7 +394,7 @@
    },
    "outputs": [],
    "source": [
-    "design_matrix = patsy.dmatrix(\"te(cr(x_0, df=6), cc(x_1, df=6)) - 1\", {\"x_0\": data[\"x_0\"], \"x_1\": data[\"x_1\"]})\n",
+    "design_matrix = patsy.dmatrix(\"te(bs(x_0, df=7, degree=3), bs(x_1, df=7, degree=3))\", {\"x_0\": data[\"x_0\"], \"x_1\": data[\"x_1\"]})\n",
     "spline_basis = pd.DataFrame(design_matrix)\n",
     "\n",
     "cate = dml_irm.cate(spline_basis)\n",
@@ -495,7 +495,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.6"
+   "version": "3.11.2"
   },
   "vscode": {
    "interpreter": {