Methods of medical statistics & epidemiology

目录
Part Ⅰ Medical statistics
Chapter 1 Introduction of Medical Statistics
1. Definition of Statistics
2. Statistics and Medicine
3. Basic Contents
4. Basic Concepts
5. Types of Data
6. Steps of Statistical Work
7. Methods of Study for Medical Students
Chapter 2 Description of Measurement Data
1. Distribution of Frequency
2. Average
3. Measures of Spread or Dispersion
4. Normal Distribution and Applications
Chapter 3 Inference of Measurement Data
1. Sampling Error and Standard Error
2. Student t-distribution
3. Confidence Interval of Population Mean
4. Hypothesis Testing of Population Mean
5. t-test and u-test
6. Type I Error and Type Ⅱ Error
7. Attention in the Hypothesis Testing
Chapter 4 Analysis of Variance (ANOVA)
1. Complete Randomized Design One-way ANOVA
2. Post Hoc Comparisons
3. Randomized Block Design ANOVA
Chapter 5 Description of Enumeration Data
1. Relative Number
2. Cautions in the Use of Relative Number
3. Standardization of Rate
Chapter 6 Inference of Enumeration Data
1. Sampling Error of Proportion
2. Confidence Interval of Population Proportion
3. Hypothesis Testing of Proportion (u-test)
4. Chi-square Test (〓-test)
5. Cautions in Chi-square Test for R x C Table
Chapter 7 Linear Correlation and Regression
1. Linear Correlation Analysis
2. Linear Regression analysis
3. Cautions of Correlation and Regression Analysises
Chapter 8 Statistical Tables and Graphs
1. Principles of Making Tables and Graphs
2. Common Statistical Tables
3. Common Statistical Graphs
Part Ⅱ Method of Epidemiology
Chapter 1 An Introduction to Epidemiology
1. A Brief History of Epidemiology
2. Epidemiology Definition and Explanation
3. Methods in Epidemiological Studies
4. The Scope and Objectives of Epidemiology
Chapter 2 Distribution of Disease
1. Three Patterns of Distribution
2. Measures of Disease Frequency
3. Patterns of Spread of a Disease
Chapter 3 Cross-sectional Studies
1. What is a Cross-sectional Study?
2. Charaterestics of Cross-sectional Studies
3. Uses of Cross-sectional Studies
4. Category of Cross-sectional Studies
5. Design of Cross-sectional Studies
6. Advantages and Disadvantage of Cross-sectional Studies
7. Overview of Questionnaire Design
Chapter 4 Case-Control Studies
1. Definition of Case-control Study
2. Charaterestics of Case-control Studies
3. Design of Case-control Studies
4. Advantages and Disadvantage of Case-control Studies
Chapter 5 Cohort Studies
1. Definition of Cohort Studies
2. Charaterestics of Cohort Studies
3. Types of Cohort Studies
4. Design of Cohort Studies
5. Analysis of Cohort Studies
6. Advantages and Disadvantages of Cohort Studies
Chapter 6 Experimental Studies
1. Definition of Experimental Studies
2. Characters of Experimental Studies
3. Types of Experimental Studies
4. Clinical Trials
Chapter 7 Causes and Causal Inference
1. History of Cause of Diseases
2. Concept of Cause
3. Types of Causes
4. The Epidemiological Process of Ascertaining the Cause
5. Criteria for Causation
6. Bias
PartⅢ 流行病学方法
第一章 流行病学简介
一、 流行病学简史
二、 流行病学概念
三、 流行病学方法
四、 流行病学研究的范围与目的
第二章 疾病的分布
一、 疾病的三间分布
二、 疾病频率的测量
三、 疾病流行强度
第三章 现况调查
一、 现况调查的概念与特征
二、 现况调查的用途和目的
三、 现况调查的种类
四、 现况调查的局限性
五、 现况调查研究设计要点
第四章 病例对照研究
一、 病例对照研究的定义
二、 病例对照研究的特征
三、 病例对照研究设计与分析
四、 病例对照研究优缺点
第五章 队列研究
一、 队列研究的定义
二、 队列研究的特征
三、 队列研究的种类
四、 队列研究的设计
五、 队列研究资料的分析
六、 队列研究的优缺点
第六章 流行病学实验研究
一、 概述
二、 临床实验
三、 临床实验的基本原则
四、 流行病学实验应注意的伦理道德问题
五、 流行病学实验的优缺点
第七章 病因及病因推断
一、 病因的概念
二、 病因概念的发展
三、 病因分类
四、 流行病学研究病因的方法
五、 确定病因与疾病因果关联的标准
Appendix 1 Critical values of t
Appendix 2.1 Critical values of F (for analysis of variance)
Appendix 2.2 Critical values of F (for analysis of variance)
Appendix 2.3 Critical values of F (for analysis of variance)
Appendix 2.4 Critical values of F (for analysis of variance)
Appendix 3 Critical values of q (for Newman-Keuls)
Bibliography
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