update note 18

DS-100 · Oct 27, 2023 · fc6f9a9 · fc6f9a9
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diff --git a/inference_causality/inference_causality.ipynb b/inference_causality/inference_causality.ipynb
@@ -1046,6 +1046,11 @@
         "* Understand the assumptions we make and its impact on our regression inference\n",
         "* Compare regression and causation\n",
         "* Experiment setup, confounding variables, average treatment effect, and covariate adjustment\n",
+        "\n",
+        "* Compute the bias, variance, and MSE of an estimator for a parameter\n",
+        "* Qualitatively describe the bias-variance tradeoff and decomposition of model risk\n",
+        "* Construct confidence intervals for hypothesis testing\n",
+        "* Understand the assumptions we make and its impact on our regression inference\n",
         ":::\n",
         "\n",
         "\n",

diff --git a/inference_causality/inference_causality.qmd b/inference_causality/inference_causality.qmd
@@ -585,6 +585,11 @@ $$
 * Understand the assumptions we make and its impact on our regression inference
 * Compare regression and causation
 * Experiment setup, confounding variables, average treatment effect, and covariate adjustment
+
+* Compute the bias, variance, and MSE of an estimator for a parameter
+* Qualitatively describe the bias-variance tradeoff and decomposition of model risk
+* Construct confidence intervals for hypothesis testing
+* Understand the assumptions we make and its impact on our regression inference
 :::