医学统计学

书籍目录

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 WorkChapter 2 Tables and Graphs  2.1  Tables  2.2  GraphsChapter 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  ApplicationChapter 4 Descriptive Statistics of Categorical Variables  4.1  Introduction  4.2  Ratios, Frequency and Intensity  4.3Crude Death Rate and StandardizationChapter 5 Inferential Statistics--Confidence Intervals  5.1  Introduction  5.2  t-distribution and Binomial Distribution  5.3Central Limit Theorem  5.4Confidence IntervalsChapter 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  ApplicationChapter 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  ApplicationChapter 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 TablesChapter 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  ]0.5  ApplicationChapter 11 Multiple Linear Regression  11.1  Introduction  11.2Concepts in Multiple Linear Regression  11.3  Principles of Multiple Linear Regression  11.4  ApplicationChapter 12 Logistic Regression  12.1  Introduction  12.2Concepts of Logistic Regression  12.3  Principles of Logistic Regression  12.4  ApplicationsChapter 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

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《医学统计学(医学教育改革系列教材)(英文版)》编著者郭秀花。    Global developments in medicine and health shape trends in medical education. Andin China education reform has become an important focus as the country strives tomeet the basic requirements for developing a medical education system that meetsinternational standards. Significant medical……

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