دانلود کتاب Basic Biostatistics For Medical And Biomedical Practitioners

فهرست مطالب :

Title Page ABOUT THE AUTHOR PREFACE ACKNOWLEDGMENTS Section I 1 Basic Concepts 2 Statistical Use and Misuse in Scientific Publications 3 Some Practical Aspects (from 1st edition) 4 Exploratory Descriptive Analysis 5 Basic Probability Section II 6 Normal Distribution 7 Statistical Inference: Confidence Limits and the Central Limit Theorem 8 Other Continuous Distributions 9 Outliers and Extreme Values Section III 10 Hypothesis Testing: The Null Hypothesis, Significance and Type I Error 11 Hypothesis Testing: Sample Size, Effect Size, Power, and Type II Errors Section IV 12 Permutations and Combinations; Logarithms 13 Hypergeometric Distribution 14 Categorical and Cross-Classified Data: Goodness of Fit and Association 15 Categorical and Cross-Classified Data: McNemar’s and Bowker’s Tests, Kolmogorov-Smirnov Tests, Concordance 16 Binomial and Multinomial Distributions 17 Proportions 18 The Poisson Distribution 19 Negative Binomial Distribution Section V 20 Odds Ratio, Relative Risk, Attributable Risk, and Number Needed to Treat 21 Probability, Bayes Theorem, Medical Diagnostic Evaluation, and Screening Section VI 22 Comparison of Two Groups: t-Tests and Nonparametric Tests 23 t-Test Variants: Cross-Over Tests, Equivalence Tests 24 Multiple Comparisons 25 Analysis of Variance. I. One-Way 26 Analysis of Variance. II. More Complex Forms Section VII 27 Linear Regression 28 Variations Based on Linear Regression 29 Correlation 30 Multiple Regression 31 Serial Measurements: Time Series, Control Charts, Cusums 32 Dose-Response Analysis 33 Logistic Regression 34 Poisson Regression Section VIII 35 Survival Analysis 36 Meta-analysis 37 Resampling Statistics 38 Design: Sampling, Clinical Trials ANSWERS TO PROBLEMS GLOSSARY INDEX