ҽѧͳ¼Æѧ=Medlical Statistic

Chapter 1 Introduction to Medical Statistics
1£®1 The definition of medical statistics
1£®2 Variables and types of data
1£®3 Probabilities
1£®4 Populations and samples
1£®5 Steps of statistical work

Chapter 2 Study Design£¬Sample Size Estimation and Selection of Statistical Method
2£®1 Introduction
2£®2 Design of observational studies
2£®3 Design of experimental studies
2£®4 Sample size
2£®5 Selection of statistical methods

Chapter 3 Statistical Tables and Graphs
3£®1 Introduction
3£®2 Structures and types of tables
3£®3 Basic rules and recommendations for tables
3£®4 Making tables using SPSS
3£®5 Basic rules and recommendations for graphs
3£®6 Types of commonly used charts

Chapter 4 Descriptive Statistics of Continuous Variables
4£®1 Introduction
4£®2 Distribution
4£®3 Measures of location
4£®4 Measures of variation
4£®5 Normal distribution
4£®6 Application

Chapter 5 Description of Categorical Variables
5£®1 Introduction
5£®2 Ratio£¬frequency and intensity
5£®3 Crude death rate and standardization

Chapter 6 Inferential Statistics¡ªConfidence Interval
6£®1 Introduction
6£®2 t-distribution and binomial distribution
6£®3 The central limit theorem
6£®4 Confidence interval

Chapter 7 Statistics Inferential¡ªt-tests
7£®1 Introduction
7£®2 Hypothesis testing
7£®3 One-sample t-test
7£®4 Paired-sample t-test
7£®5 Two-sample t-test
7£®6 The F-test for equal variances of two groups of data
7£®7 Two types of error and power
7£®8 Applications

Chapter 8 Analysis of Variance
8£®1 Introduction
8£®2 The basic idea of ANOVA
8£®3 One-way analysis of variance
8£®4 Mutiple comparisons
8£®5 Randomized block design ANOVA
8£®6 Application

Chapter 9 Chi-square Test
9£®1 Introduction
9£®2 Two-independent samples Chi-square test
9£®3 Paired design Chi-square test
9£®4 Chi-square test for RxC table

Chapter 10 Nonparametric Statistics
10£®1 Introduction
10£®2 Wilcoxon's matched pairs test
10£®3 Tests of differences between two groups
10£®4 Tests of differences between K groups ( independent samples)
10£®5 Tests of differences between K groups ( nominal explanatory and ordinal variable)

Chapter 11 Correlation and Simple Linear Regression
11£®1 Introduction
11£®2 Correlation analysis
11£®3 Application
11£®4 Simple linear regression
11£®5 Application

Chapter 12 Multiple Linear Regression Analysis
12£®1 Introduction
12£®2 Multiple linear regression
12£®3 Application

Chapter 13 Logistic Regression
13£®1 Introduction
13£®2 logistic regression
13£®3 Logistic regression model
13£®4 Applications

Chapter 14 Survival Analysis
14£®1 Basic concepts
14£®2 Estimation of survival function
14£®3 Comparison of survival curves
14£®4 Application

Chapter 15 Cox Regression
15£®1 Introduction
15£®2 Introduction to Cox regeression
15£®3 Principles of Cox regression
15£®4 Application

Appendix ¢ñ Tables of Probability Distributions
Appendix ¢ò Comprehensive Self-Test
References