Topics in Biostatistics
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| Other Authors: | |
| Format: | eBook |
| Language: | English |
| Published: |
Totowa, NJ :
Humana Press : Imprint: Humana,
2007.
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| Edition: | 1st ed. 2007. |
| Series: | Methods in Molecular Biology,
404 |
| Subjects: | |
| Online Access: | https://doi.org/10.1007/978-1-59745-530-5 |
Table of Contents:
- Study Design: The Basics
- Observational Study Design
- Descriptive Statistics
- Basic Principles of Statistical Inference
- Statistical Inference on Categorical Variables
- Development and Evaluation of Classifiers
- Comparison of Means
- Correlation and Simple Linear Regression
- Multiple Linear Regression
- General Linear Models
- Linear Mixed Effects Models
- Design and Analysis of Experiments
- Analysis of Change
- Logistic Regression
- Survival Analysis
- Basic Bayesian Methods
- Overview of Missing Data Techniques
- Statistical Topics in the Laboratory Sciences
- Power and Sample Size
- Microarray Analysis
- Association Methods in Human Genetics
- Genome Mapping Statistics and Bioinformatics
- Working with a Statistician.