Statistics for Bioengineering Sciences With MATLAB and WinBUGS Support /
Through its scope and depth of coverage, this book addresses the needs of the vibrant and rapidly growing engineering fields, bioengineering and biomedical engineering, while implementing software that engineers are familiar with. The author integrates introductory statistics for engineers and intr...
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| Format: | Electronic eBook |
| Language: | English |
| Published: |
New York, NY :
Springer New York,
2011.
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| Edition: | 1. |
| Series: | Springer Texts in Statistics,
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| Subjects: | |
| Online Access: | Full Text via HEAL-Link |
Table of Contents:
- Introduction
- The Sample and Its Properties
- Probability, Conditional Probability, and Bayes' Rule
- Sensitivity, Specificity, and Relatives
- Random Variables
- Normal Distribution
- Point and Interval Estimators
- Bayesian Approach to Inference
- Testing Statistical Hypotheses
- Two Samples
- ANOVA and Elements of Experimental Design
- Distribution-Free Tests
- Goodness-of-Fit Tests
- Models for Tables
- Correlation
- Regression
- Regression for Binary and Count Data
- Inference for Censored Data and Survival Analysis
- Bayesian Inference Using Gibbs Sampling - BUGS Project.
