Medical Statistics and Computer Experiments > 생명과학

Table of Contents
Ch. 1 Descriptive statistics 3
Ch. 2 Probability and distribution 33
Ch. 3 Sampling error and confidence interval 67
Ch. 4 Hypothesis testing for continuous variables 91
Ch. 5 Power and sample size of hypothesis test 123
Ch. 6 Chi-square test for categorical variable 141
Ch. 7 Simple linear correlation 177
Ch. 8 Simple linear regression 195
Ch. 9 Non linear regression 219
Ch. 10 Statistical principles of experimental design 233
Ch. 11 Analysis of variance 259
Ch. 12 Nonparametric test based on ranks 305
Ch. 13 Multiple regression and correlation 331
Ch. 14 Measures of multivariate data and multivariate analysis of variance 363
Ch. 15 Discriminant analysis 383
Ch. 16 Logistic regression 401
Ch. 17 Cluster analysis 431
Ch. 18 Principal component analysis 445
Ch. 19 Factor analysis 461
Ch. 20 Canonical correlation and correspondence analysis 481
Ch. 21 Survival analysis 505
Ch. 22 Log-linear models and Poisson regression 523
Ch. 23 Analysis of repeated continuous-type measurements 547
Ch. 24 Design and analysis of sequential experiments 563
Ch. 25 Design and analysis of cross-sectional studies 579
Ch. 26 Design and analysis of prospective studies 605
Ch. 27 Designs and analysis of case-control studies 639
Ch. 28 Statistical methods for data from genetic epidemiological study 665
Ch. 29 Validity and reliability of measuring devices 693
Ch. 30 Design and analysis of diagnostic and screening tests 719
Ch. 31 The systematic review of medical literatures and meta-analysis 745