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Year 3 · Subject
医療統計学・医療情報学・遠隔医療
Medical Statistics, Informatics and Telemedicine
17 notes
0101Variables and Measurement Scales変数の型と測定尺度0202Descriptive Statistics記述統計 — 代表値と散布度0303Data Visualizationデータの可視化0404Probability and Distributions確率と分布0505Sampling and Estimation: Standard Error, Confidence Intervals, Prediction Intervals標本抽出と推定 — 標準誤差・信頼区間・予測区間0606The Logic of Hypothesis Testing: H0, Errors, Power, and the p-Value仮説検定の論理 — H0/H1・過誤・検出力・p値0707Comparing Proportions: Chi-Square, Fisher's Exact Test, and the CI for a Difference比率の比較 — χ²検定・Fisher正確検定・比率差の信頼区間0808Comparing Means: One-Sample, Independent, and Paired t-Tests平均の比較 — 1標本・対応なし・対応ありのt検定0909The Multiplicity Problem: Bonferroni, Holm, and the False Discovery Rate多重比較 — 多重性の問題・Bonferroni法・FDR1010Association, Correlation and Causation. Simple Linear Regression相関と単回帰1111Reasoning and Reasoning Fallacies統計的議論の組み立てとよくある誤り1212Confounding, Bias and Multiple Linear Regression交絡・バイアスと重回帰1313Evaluation of Diagnostic Tests診断検査の評価1414Base Statistical Concepts in Epidemiology. Epidemiological Measures. ROC Curves. Likelihood Ratios疫学指標・ROC曲線・尤度比1515Dialogue with a Statistician. Survey. Sample Size. Data Tables調査法・データ表の作り方・統計家との協働1616Bayesian Methodsベイズ法1717Information Theory, Databases情報理論とデータベース