re-run relevant notebooks

Author: drbenvincent

docs/source/notebooks/geolift1.ipynb

@@ -626,7 +626,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "d7dc0c0854004ee8b87dbe88f4484e83",
+       "model_id": "d6f9cc19cc1b40dabd43d414289e8329",
        "version_major": 2,
        "version_minor": 0
       },
@@ -651,7 +651,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "Sampling 4 chains for 1_000 tune and 1_000 draw iterations (4_000 + 4_000 draws total) took 18 seconds.\n",
+      "Sampling 4 chains for 1_000 tune and 1_000 draw iterations (4_000 + 4_000 draws total) took 19 seconds.\n",
       "Sampling: [beta, sigma, y_hat]\n",
       "Sampling: [y_hat]\n",
       "Sampling: [y_hat]\n",
@@ -685,8 +685,6 @@
       "Control units: ['u1', 'u2', 'u3', 'u4', 'u5', 'u6', 'u7', 'u8', 'u9', 'u10', 'u11', 'u12']\n",
       "Treated unit: treated_agg\n",
       "Model coefficients:\n",
-      "\n",
-      "Treated unit: treated_agg\n",
       "    u1     0.13, 94% HDI [0.066, 0.18]\n",
       "    u2     0.099, 94% HDI [0.054, 0.14]\n",
       "    u3     0.096, 94% HDI [0.02, 0.18]\n",
@@ -848,7 +846,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "8d6a96eecd9d4e4aba5894120d647af4",
+       "model_id": "1ec61bcaee23440d983cded958e95ce8",
        "version_major": 2,
        "version_minor": 0
       },
@@ -873,7 +871,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "Sampling 4 chains for 1_000 tune and 1_000 draw iterations (4_000 + 4_000 draws total) took 35 seconds.\n",
+      "Sampling 4 chains for 1_000 tune and 1_000 draw iterations (4_000 + 4_000 draws total) took 36 seconds.\n",
       "Sampling: [beta, sigma, y_hat]\n",
       "Sampling: [y_hat]\n",
       "Sampling: [y_hat]\n",
@@ -941,7 +939,7 @@
        "<text text-anchor=\"middle\" x=\"131\" y=\"-404.74\" font-family=\"Times,serif\" font-size=\"14.00\">Data</text>\n",
        "</g>\n",
        "<!-- mu -->\n",
-       "<g id=\"node2\" class=\"node\">\n",
+       "<g id=\"node3\" class=\"node\">\n",
        "<title>mu</title>\n",
        "<polygon fill=\"none\" stroke=\"black\" points=\"193.12,-325.23 102.88,-325.23 102.88,-267.73 193.12,-267.73 193.12,-325.23\"/>\n",
        "<text text-anchor=\"middle\" x=\"148\" y=\"-307.93\" font-family=\"Times,serif\" font-size=\"14.00\">mu</text>\n",
@@ -955,19 +953,13 @@
        "<polygon fill=\"black\" stroke=\"black\" points=\"146.23,-337.34 144.08,-326.96 139.29,-336.41 146.23,-337.34\"/>\n",
        "</g>\n",
        "<!-- y_hat -->\n",
-       "<g id=\"node3\" class=\"node\">\n",
+       "<g id=\"node2\" class=\"node\">\n",
        "<title>y_hat</title>\n",
        "<ellipse fill=\"lightgrey\" stroke=\"black\" cx=\"150\" cy=\"-174.66\" rx=\"41.01\" ry=\"40.66\"/>\n",
        "<text text-anchor=\"middle\" x=\"150\" y=\"-186.11\" font-family=\"Times,serif\" font-size=\"14.00\">y_hat</text>\n",
        "<text text-anchor=\"middle\" x=\"150\" y=\"-169.61\" font-family=\"Times,serif\" font-size=\"14.00\">~</text>\n",
        "<text text-anchor=\"middle\" x=\"150\" y=\"-153.11\" font-family=\"Times,serif\" font-size=\"14.00\">Normal</text>\n",
        "</g>\n",
-       "<!-- mu&#45;&gt;y_hat -->\n",
-       "<g id=\"edge5\" class=\"edge\">\n",
-       "<title>mu&#45;&gt;y_hat</title>\n",
-       "<path fill=\"none\" stroke=\"black\" d=\"M148.47,-267.38C148.67,-255.28 148.91,-240.73 149.15,-226.83\"/>\n",
-       "<polygon fill=\"black\" stroke=\"black\" points=\"152.64,-226.94 149.31,-216.88 145.65,-226.82 152.64,-226.94\"/>\n",
-       "</g>\n",
        "<!-- y -->\n",
        "<g id=\"node4\" class=\"node\">\n",
        "<title>y</title>\n",
@@ -982,6 +974,12 @@
        "<path fill=\"none\" stroke=\"black\" d=\"M150,-133.68C150,-125.83 150,-117.6 150,-109.76\"/>\n",
        "<polygon fill=\"black\" stroke=\"black\" points=\"153.5,-109.79 150,-99.79 146.5,-109.79 153.5,-109.79\"/>\n",
        "</g>\n",
+       "<!-- mu&#45;&gt;y_hat -->\n",
+       "<g id=\"edge5\" class=\"edge\">\n",
+       "<title>mu&#45;&gt;y_hat</title>\n",
+       "<path fill=\"none\" stroke=\"black\" d=\"M148.47,-267.38C148.67,-255.28 148.91,-240.73 149.15,-226.83\"/>\n",
+       "<polygon fill=\"black\" stroke=\"black\" points=\"152.64,-226.94 149.31,-216.88 145.65,-226.82 152.64,-226.94\"/>\n",
+       "</g>\n",
        "<!-- beta -->\n",
        "<g id=\"node5\" class=\"node\">\n",
        "<title>beta</title>\n",
@@ -1014,7 +1012,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x106560ec0>"
+       "<graphviz.graphs.Digraph at 0x11217cec0>"
       ]
      },
      "execution_count": 15,