Engineering biostatistics : an introduction using MATLAB and WinBUGS / Brani Vidakovic.
Material type:
TextSeries: Wiley series in probability and statisticsPublication details: Hoboken, NJ : John Wiley & Sons, ©2017.Description: xvii, 964 pages : illustrations (some color) ; 26 cmISBN: - 9781119168966
- 000SB:570 23 V648
| Item type | Current library | Call number | Status | Date due | Barcode | Item holds | |
|---|---|---|---|---|---|---|---|
| Books | ISI Library, Kolkata | 000SB:570 V648 (Browse shelf(Opens below)) | Available | 138273 |
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| 000SB:570 Sy989 Biostatistics:survival analysis | 000SB:570 T788 Biometric analysis | 000SB:570 Ul41 Stochastic approaches for systems biology | 000SB:570 V648 Engineering biostatistics : | 000SB:570 V852 Regression methods in biostatistics | 000SB:570 W266 Practical statistics for experimental biologists | 000SB:570 W266 Practical statistics for experimental biologists |
Includes bibliographical references and index.
1. Introduction --
2. The sample and its properties --
3. Probability, conditional probability, and bayes' rule --
4. Sensitivity, specificity, and relatives --
5. Random variables --
6. Normal distribution --
7. Point and interval estimators --
8. Bayesian approach to inference --
9. Testing statistical hypotheses --
10. Two samples --
11. ANOVA and elements of experimental design --
12. Models for tables --
13. Correlation --
14. Regression --
15. Regression for binary and count data --
16. Inference for censored data and survival analysis --
17. Goodness of fit tests --
18. Distribution-free methods --
19. Bayesian inference using gibbs sampling : BUGS project.
Provides a one-stop resource for engineers learning biostatistics using MATLAB (R) and WinBUGS Through its scope and depth of coverage, this book addresses the needs of the vibrant and rapidly growing bio-oriented engineering fields while implementing software packages that are familiar to engineers.
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