Topics in biostatistics / edited by Walter T. Ambrosius. — Totowa, N.J. : Humana press, 2007. – (58.17/M592/v.404) |
Contents
Contents
Preface
Acknowledgments
Contributors
1 Study Design: The Basics
2 Observational Study Design
3 Descriptive Statistics
4 Basic Principles of Statistical Inference
5 Statistical Inference on Categorical Variables
6 Development and Evaluation of Classifiers
7 Comparison of Means
8 Correlation and Simple Linear Regression
9 Multiple Linear Regression
10 General Linear Models
11 Linear Mixed Effects Models
12 Design and Analysis of Experiments
13 Analysis of Change
14 Logistic Regression
15 Survival Analysis
16 Basic Bayesian Methods
17 Overview of Missing Data Techniques
18 Statistical Topics in the Laboratory Sciences
19 Power and Sample Size
20 Microarray Analysis
21 Association Methods in Human Genetics
22 Genome Mapping Statistics and Bioinformatics
23 Working with a Statistician
Index