生物統計學
Biostatistics
學期
109-1
學分
0
學分
當期課號
B084
永久課號
A1291
開課單位
公共衛生研究所
授課教師
林逸芬
校區
陽明
類別
必修
上課時間表
| 節 | 週四 |
|---|---|
3 10:10–11:00 | 生物統計學 YX406（陽明） 2 節連堂 |
4 11:10–12:00 |
* 根據陽明交大上課時間表所列
概述
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先修科目
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備註
無備註
教學方式
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評分方式
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課程大綱
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週次計畫
| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction Producing Data and Summarizing data (1): - Experimental vs. Observational study design - Hypothesis-driven vs. Data-driven - Summarizing data with numbers and graphs (1) |
| 第 2 週 | Summarizing data with numbers and graphs (2) Using statistical software packages (1): Summarizing data |
| 第 3 週 | Mid-Autumn Festival |
| 第 4 週 | Concepts of statistical inferences: from sample to population (1) - Probability distribution I: Normal distribution - Sampling distribution One-sample inference of mean: Confidence intervals |
| 第 5 週 | Concepts of statistical inferences: from sample to population (2) - One-sample inference of mean: Hypothesis testing, p value - Type I/II error, Power, and sample size |
| 第 6 週 | Case studies (1) |
| 第 7 週 | Comparing means - Paired-t test - Two-sample t test Using statistical software packages (2):comparing means |
| 第 8 週 | Probability distribution II: Binomial distribution One-sample inference of proportion and rate |
| 第 9 週 | Inference of proportions for two independent samples (large samples) - Normal theory method (Z test) - Contingency table analysis: two by two table Using statistical software packages (3):comparing proportions |
| 第 10 週 | Contingency table analysis: two dependent samples, RxC tables Case studies (2) |
| 第 11 週 | One-way Analysis of Variance (ANOVA) |
| 第 12 週 | Linear regression I: Correlation and linear regression |
| 第 13 週 | Linear regression II: Correlation and linear regression Using statistical software packages (4):Linear regression |
| 第 14 週 | Case studies (3) |
| 第 15 週 | Understanding statistics in literature - Non-parametric methods in comparing groups - Logistic regression models - Survival data analysis |
| 第 16 週 | Final Exam |
| 第 17 週 | Lab session (1) (On-line activity, TBA) |
| 第 18 週 | Lab session (2) (On-line activity, TBA) |
教科書
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Office Hours
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