Medical statistics is an applied science which combines theory of statistics with medical science. It is an indispensable theoretical science to conduct scientific research and a mandatory course for all medical majors in universities. Currently, although there are many publications about medical statistics and manuals of statistical software, most of the textbooks of medical statistics emphasize on the theoretical aspects and lack of straight and thorough introduction of statistical software. Also, most of the manuals of statistical software mainly focus on the introduction of the software while lack concepts and theory of statistics. This textbook combines statistical methods with the common manipulation of SPSS software, which makes up the shortcomings mentioned above.
作者簡介
暫缺《醫(yī)學(xué)統(tǒng)計(jì)學(xué)》作者簡介
圖書目錄
Chapter 1 Introduction to Medical Statistics 1.1 Definition of Medical Statistics 1.2 Variables and Types of Data 1.3 Probabilities 1.4 Populations and Samples 1.5 Errors and Residuals 1.6 Steps of Statistical Work Chapter 2 Tables and Graphs 2.1 Tables 2.2 Graphs Chapter 3 Descriptive Statistics of Continuous Variables 3.1 Introduction 3.2 Distribution 3.3 Measures of Location 3.4 Measures of Variation 3.5 Application of Normal Distribution 3.6 Application Chapter 4 Descriptive Statistics of Categorical Variables 4.1 Introduction 4.2 Ratios, Frequency and Intensity 4.3Crude Death Rate and Standardization Chapter 5 Inferential Statistics——Confidence Intervals 5.1 Introduction 5.2 t-distribution and Binomial Distribution 5.3Central Limit Theorem 5.4Confidence Intervals Chapter 6 9Inferential Statistics t-tests 6.1 Introduction 6.2 Hypothesis Testing 6.3 One-sample t test 6.4 Two-sample t-test 6.5 Paired sample t test 6.6 F-test for Equal Variances of Two Groups of Data 6.7 Two Types of Error and Power 6.8 Application Chapter 7 Analysis of Variance 7.1 Introduction 7.2 Basic Idea of ANOVA 7.3 One-way Analysis of Variance 7.4 Mutiple Comparisons 7.5 Randomized Block Design ANOVA 7.6 Application Chapter 8 Chi-square Test 8.1 Introduction 8.2 Two Independent Samples Chi-square Test 8.3 Paired Design Chi-square Test 8.4 Chi-square Test for RXC Tables Chapter 9 Nonparametric Statistics 9.1 Introduction 9.2 Wilcoxon's Matched Pairs Test 9.3 Tests of Differences Between Two Groups 9.4 Tests of Differences Between k Groups (Independent Samples) Chapter 10 Correlations and Simple Linear Regressions 10.1 Introduction 10.2 Correlation Analysis 10.3 Application of Correlation Analysis 10.4 Simple Linear Regressions 10.5 Application Chapter 11 Multiple Linear Regression 11.1 Introduction 11.2Concepts in Multiple Linear Regression 11.3 Principles of Multiple Linear Regression 11.4 Application Chapter 12 Logistic Regression 12.1 Introduction 12.2Concepts of Logistic Regression 12.3 Principles of Logistic Regression 12.4 Applications Chapter 13 Study Design, Sample Size Estimation, and Selection of Statistical Method 13.1 Introduction 13.2 Design of Observational Studies 13.3 Design of Experimental Studies 13.4 Sample Size 13.5 Selection of Statistical Methods Appendix I Normal Distribution Appendix II t Distribution Appendix III F Distribution(Homogeneity Test of Variances) Appendix IV F Distribution(Analysis of Variance) Appendix V q Distribution Appendix VI X2 Distribution Appendix VII T Distribution(Paired Design Signed Rank Test) Appendix VI T Distribution(Wilcoxon Mann-Whitney Test, Smaller T Value) Appendix IX H Distribution( Kruskal-Wallis H Test) Appendix X r Distribution Appendix XI rs Distribution Appendix XII Random Digits Table Appendix XIIIComprehensive Self-test Appendix XIV An Introduction to SPSS and its Application of Basic Statistical Methods