Sunil K. Mathur
Statistical Bioinformatics with R
Gebonden Engels 2010 9780123751041Levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
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.
Specificaties
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Inhoudsopgave
<p>1. Introduction<br>2. Genomics<br>3. Probability and Statistical Theory<br>4. Special Distributions, Properties and Applications<br>5. Statistical Inference and Applications6. Nonparametric Statistics<br>7. Bayesian Statistics<br>8. Markov Chain, Monte Carlo<br>9. Analysis of Variance<br>10. Design of Experiments<br>11. Multiple Testing of Hypotheses</p>
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