Statistical Bioinformatics with R
Seiten
2017
Academic Press Inc (Verlag)
978-0-12-810186-5 (ISBN)
Academic Press Inc (Verlag)
978-0-12-810186-5 (ISBN)
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Statistical Bioinformatics provides a balanced treatment of statistical theory in the context of bioinformatics applications.
Designed for a one or two semester senior undergraduate or graduate bioinformatics course, the text takes a broad view of the subject - not just gene expression and sequence analysis, but a careful balance of statistical theory in the context of bioinformatics applications.
The inclusion of R & SAS code as well as the development of advanced methodology such as Bayesian and Markov models provides students with the important foundation needed to conduct bioinformatics.
Designed for a one or two semester senior undergraduate or graduate bioinformatics course, the text takes a broad view of the subject - not just gene expression and sequence analysis, but a careful balance of statistical theory in the context of bioinformatics applications.
The inclusion of R & SAS code as well as the development of advanced methodology such as Bayesian and Markov models provides students with the important foundation needed to conduct bioinformatics.
1. Introduction 2. Genomics 3. Probability and Statistical Theory 4. Special Distributions, Properties and Applications 5. Statistical Inference and Applications 6. Nonparametric Statistics 7. Bayesian Statistics 8. Markov Chain, Monte Carlo 9. Analysis of Variance 10. Design of Experiments 11. Multiple Testing of Hypotheses
| Verlagsort | San Diego |
|---|---|
| Sprache | englisch |
| Maße | 191 x 235 mm |
| Themenwelt | Mathematik / Informatik ► Mathematik ► Algebra |
| Naturwissenschaften ► Biologie | |
| ISBN-10 | 0-12-810186-5 / 0128101865 |
| ISBN-13 | 978-0-12-810186-5 / 9780128101865 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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