基礎統計學與Stata
Introduction to biostatistics and Stata
| 節 | 週一 |
|---|---|
9 17:30–18:20 | 基礎統計學與Stata YS405（陽明） |
* 根據陽明交大上課時間表所列
The Introduction to biostatistics and Stata module aims to develop students’ understanding of important statistical principles used in epidemiology research. This module will help students to acquire the fundamental knowledge and skills needed to appraise, design, and analyze epidemiology research. The 18 teaching and practical sessions will cover key statistical principles including basic regression modelling techniques and more advanced elements. Sessions typically comprise a lecture followed by a practical session. Students should be able to conduct their own statistical analyses independently using Stata by the end of this module.
1. Understand the key principles of medical statistics 2. Gain the technical skills needed to conduct statistical analyses independently
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1. Session assessment (40%) – comprises 8 assessments (5% each) to be given at the end of each lecture and practical sessions 2. Summative assessment (60%) – comprises a short data analysis and report to be given towards the end of the course
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| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction to biostatistics and STATA 2024-02-19(一) 時數：[2024-02-19]關艾琛(2.00) |
| 第 2 週 | Practical: basic STATA commands, do files, log files 2024-02-26(一) 時數：[2024-02-26]關艾琛(2.00) |
| 第 3 週 | Data distribution and descriptive statistics 2024-03-04(一) 時數：[2024-03-04]關艾琛(2.00) |
| 第 4 週 | Practical: mean, median, histogram, bar chart 2024-03-11(一) 時數：[2024-03-11]關艾琛(2.00) |
| 第 5 週 | Hypothesis testing 2024-03-18(一) 時數：[2024-03-18]關艾琛(2.00) |
| 第 6 週 | Practical: grouping variables, t-test, confidence interval 2024-03-25(一) 時數：[2024-03-25]關艾琛(2.00) |
| 第 7 週 | Prevalence, risks, odds, and rates 2024-04-01(一) 時數：[2024-04-01]關艾琛(2.00) |
| 第 8 週 | Practical: chi-square, risk ratios, odds ratio 2024-04-08(一) 時數：[2024-04-08]關艾琛(2.00) |
| 第 9 週 | Categorical data and logistic regression I 2024-04-15(一) 時數：[2024-04-15]關艾琛(2.00) |
| 第 10 週 | Practical: categorical data, logistic regression 2024-04-22(一) 時數：[2024-04-22]關艾琛(2.00) |
| 第 11 週 | Logistic regression II 2024-04-29(一) 時數：[2024-04-29]關艾琛(2.00) |
| 第 12 週 | Practical: confounding, interaction 2024-05-06(一) 時數：[2024-05-06]關艾琛(2.00) |
| 第 13 週 | Correlation and linear regression 2024-05-13(一) 時數：[2024-05-13]關艾琛(2.00) |
| 第 14 週 | Practical: scatter plot, correlation, regression 2024-05-20(一) 時數：[2024-05-20]關艾琛(2.00) |
| 第 15 週 | Meta-analysis 2024-05-27(一) 時數：[2024-05-27]關艾琛(2.00) |
| 第 16 週 | Practical: meta-analysis and forest plot 2024-06-03(一) 時數：[2024-06-03]關艾琛(2.00) |
| 第 17 週 | Review of module 2024-06-10(一) 時數：[2024-06-10]關艾琛(2.00) |
| 第 18 週 | Introduction to module assessment:short data analysis and report 2024-06-17(一) 時數：[2024-06-17]關艾琛(2.00) |
1. Essential medical statistics, second edition (Blackwell Science), by Betty R. Kirkwood and Jonathan A. C. Sterne 2. A gentle introduction to Stata, fourth edition (Stata press), by Alan C. Acock https://www.stata.com/support/
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