update scm

Author: 조해창

book/scm/graph_based_approach.ipynb

@@ -1046,39 +1046,6 @@
     "print(\"[ATE] DML 95% CI:\", estimate_dml.get_confidence_intervals())\n",
     "\n"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 155,
-   "id": "80620f5d",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "[ATE] DML: 3.5041273735125875\n"
-     ]
-    }
-   ],
-   "source": [
-    "estimate_dml = est_model.estimate_effect(\n",
-    "    identified_estimand=estimand,\n",
-    "    method_name=\"backdoor.econml.dml.DML\",\n",
-    "    control_value=0,\n",
-    "    treatment_value=1,\n",
-    "    target_units=\"ate\",\n",
-    "    method_params={\n",
-    "        \"init_params\": {\n",
-    "            \"model_y\": 'auto',\n",
-    "            \"model_t\": 'auto',\n",
-    "            \"model_final\": LinearRegression(fit_intercept=False)\n",
-    "        },\n",
-    "        \"fit_params\": {}\n",
-    "    }\n",
-    ")\n",
-    "print(\"[ATE] DML:\", estimate_dml.value)"
-   ]
   }
  ],
  "metadata": {