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医学统计学 内容简介
《医学统计学(英文版)》主要针对临床医学相关专业的在华留学生预防医学教学。介绍医学统计相关的内容,包括统计学的基本概念、描述性统计指标和方法、数据分布、统计推断方法包括t检验、方差分析、卡方检验、非参数检验等的基本概念和原理、步骤、适用条件、注意事项和具体实现等。全书共分17章,以翔实的背景资料和细节知识为支撑,旨在成为常用统计方法的应用入门和指南,便于读者将来开展类似的分析工作。《医学统计学(英文版)》读者可为想要系统掌握医学统计学概念的学生,也可为想要增加本领域医学统计学知识的研究者。
医学统计学 目录
Chapter 1 Introduction and Basic Concepts
1.1 General 0verview
1.1.1 What Is Medical Statistics
1.1.2 Procedures of Statistics Research
1.2 Basic Conceptions in Statistics
1.2.1 Population and Sample
1.2.2 Homogeneity and Heterogeneity
1.2.3 Parameter and Statistic
1.2.4 Variable and Data
1.2.5 Error
1.2.6 Probability and Relative Frequency
Chapter 2 Descriptive Statistics for Quantitative Data
2.1 Frequency Distribution
2.1.1 Frequency Distribution
2.1.2 Frequency Distribution Table
2.1.3 Histogram and Bar Charts
2.1.4 Uses of a Frequency Distribution
2.2 Normal Distribution
2.2.1 Skewness Coefficient
2.2.2 Coefficient of Kurtosis
2.2.3 Normal Distribution
2.2.4 Standard Normal Distribution
2.2.5 Reference Value
2.3 Measures of Central Tendency
2.3.1 Mean
2.3.2 Geometric Mean
2.3.3 Median
2.3.4 Mode
2.3.5 Choice of Measures of Central Tendency
2.4 Measures of Variation
2.4.1 Range
2.4.2 Inter—quartile Range
2.4.3 Variance
2.4.4 Standard Deviation
2.4.5 Coefficient of Variation
2.4.6 Choice of Measures of Variation
Chapter 3 Descriptive Statistics for Categorical Data
3.1 Absolute Number
3.2 Relative Number
3.2.1 Proportion
3.2.2 Rate
3.2.3 Ratio
3.3 Considerations of the Application of Relative Number
3.4 Standardized Rate
3.5 Binomial and Poisson Distribution
3.5.1 Overview of Binomial Distribution
3.5.2 Characteristics of a Binomial Distribution
3.5.3 Poisson Distribution
3.5.4 Why Is the Poisson Distribution a Special Case of the
Binomial Distribution
Chapter 4 Statistical Tables and Graphs
4.1 Introduction
4.2 Statistical Tables
4.2.1 Principles of Making Statistical Table
4.2.2 Structures of Statistical Tables
4.2.3 Types of Statistical Tables
4.2.4 General Rules of the Statistical Table
4.3 Graphs
4.3.1 Histogram
4.3.2 Stem—and—Lear Plot
4.3.3 Bar Chart
4.3.4 BOX Plot
4.3.5 Pie Chart
4.3.6 Percentage Bar Chart
4.3.7 Scatter Plot
4.3.8 Line Chart
Chapter 5 Parameter Estimation
5.1 Statistical Inference
5.2 Random Sampling and Sampling Error
5.2.1 Random Sampling
5.2.2 Sampling Error
5.2.3 Standard Error
……
Chapter 6 Foundations of Hypothesis Test
Chapter 7 t-Test
Chapter 8 Analysis of Variance
Chapter 9 Chi-Square Test
Chapter 10 Non.parametric Tests
Chapter 11 Linear Correlation and Regression
Chapter 12 Multiple Linear Regression
Chapter 13 Multiple Logistic Regression
Chapter 14 Survival Analysis
Chapter 15 Foundations of Research Design
Chapter 16 Sample Size and Power Estimation
Chapter 17 Tutorial for SPSS
Appendixes
1.1 General 0verview
1.1.1 What Is Medical Statistics
1.1.2 Procedures of Statistics Research
1.2 Basic Conceptions in Statistics
1.2.1 Population and Sample
1.2.2 Homogeneity and Heterogeneity
1.2.3 Parameter and Statistic
1.2.4 Variable and Data
1.2.5 Error
1.2.6 Probability and Relative Frequency
Chapter 2 Descriptive Statistics for Quantitative Data
2.1 Frequency Distribution
2.1.1 Frequency Distribution
2.1.2 Frequency Distribution Table
2.1.3 Histogram and Bar Charts
2.1.4 Uses of a Frequency Distribution
2.2 Normal Distribution
2.2.1 Skewness Coefficient
2.2.2 Coefficient of Kurtosis
2.2.3 Normal Distribution
2.2.4 Standard Normal Distribution
2.2.5 Reference Value
2.3 Measures of Central Tendency
2.3.1 Mean
2.3.2 Geometric Mean
2.3.3 Median
2.3.4 Mode
2.3.5 Choice of Measures of Central Tendency
2.4 Measures of Variation
2.4.1 Range
2.4.2 Inter—quartile Range
2.4.3 Variance
2.4.4 Standard Deviation
2.4.5 Coefficient of Variation
2.4.6 Choice of Measures of Variation
Chapter 3 Descriptive Statistics for Categorical Data
3.1 Absolute Number
3.2 Relative Number
3.2.1 Proportion
3.2.2 Rate
3.2.3 Ratio
3.3 Considerations of the Application of Relative Number
3.4 Standardized Rate
3.5 Binomial and Poisson Distribution
3.5.1 Overview of Binomial Distribution
3.5.2 Characteristics of a Binomial Distribution
3.5.3 Poisson Distribution
3.5.4 Why Is the Poisson Distribution a Special Case of the
Binomial Distribution
Chapter 4 Statistical Tables and Graphs
4.1 Introduction
4.2 Statistical Tables
4.2.1 Principles of Making Statistical Table
4.2.2 Structures of Statistical Tables
4.2.3 Types of Statistical Tables
4.2.4 General Rules of the Statistical Table
4.3 Graphs
4.3.1 Histogram
4.3.2 Stem—and—Lear Plot
4.3.3 Bar Chart
4.3.4 BOX Plot
4.3.5 Pie Chart
4.3.6 Percentage Bar Chart
4.3.7 Scatter Plot
4.3.8 Line Chart
Chapter 5 Parameter Estimation
5.1 Statistical Inference
5.2 Random Sampling and Sampling Error
5.2.1 Random Sampling
5.2.2 Sampling Error
5.2.3 Standard Error
……
Chapter 6 Foundations of Hypothesis Test
Chapter 7 t-Test
Chapter 8 Analysis of Variance
Chapter 9 Chi-Square Test
Chapter 10 Non.parametric Tests
Chapter 11 Linear Correlation and Regression
Chapter 12 Multiple Linear Regression
Chapter 13 Multiple Logistic Regression
Chapter 14 Survival Analysis
Chapter 15 Foundations of Research Design
Chapter 16 Sample Size and Power Estimation
Chapter 17 Tutorial for SPSS
Appendixes
展开全部
医学统计学 作者简介
赵进顺,宁波大学医学院公共卫生学院教授。2000年获得德国乌尔姆大学医学博士学位。赵教授的研究方向为预防医学和毒理学。作为作者、通讯作者或共同作者,发表了180篇科学论文。
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