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02862nam a22004335i 4500 |
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cr nn 008mamaa |
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111214s2012 xxu| s |||| 0|eng d |
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|a 9781461413028
|9 978-1-4614-1302-8
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|a 10.1007/978-1-4614-1302-8
|2 doi
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|d GrThAP
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|a QA276-280
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|a 519.5
|2 23
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|a Shahbaba, Babak.
|e author.
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|a Biostatistics with R
|h [electronic resource] :
|b An Introduction to Statistics Through Biological Data /
|c by Babak Shahbaba.
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| 264 |
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|a New York, NY :
|b Springer New York,
|c 2012.
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| 300 |
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|a XVI, 352 p. 162 illus., 73 illus. in color.
|b online resource.
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| 336 |
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|a text
|b txt
|2 rdacontent
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| 337 |
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|a computer
|b c
|2 rdamedia
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| 338 |
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|a online resource
|b cr
|2 rdacarrier
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| 347 |
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|a text file
|b PDF
|2 rda
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| 490 |
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|a Use R!
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|a Introduction -- Data Exploration -- Exploring Relationships -- Probability -- Random Variables and Probability Distribtions -- Estimation -- Hypothesis Testing -- Testing a Hypothesis on the Relatinoship Between Two Variables -- Analysis of Variance -- Analysis of Categorial Variables -- Regression Analysis -- Clustering -- Bayesian Analysis.
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| 520 |
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|a Biostatistics with R is designed around the dynamic interplay among statistical methods, their applications in biology, and their implementation. The book explains basic statistical concepts with a simple yet rigorous language. The development of ideas is in the context of real applied problems, for which step-by-step instructions for using R and R-Commander are provided. Topics include data exploration, estimation, hypothesis testing, linear regression analysis, and clustering with two appendices on installing and using R and R-Commander. A novel feature of this book is an elementary introduction to the basic of Bayesian analysis. This author discusses basic statistical analysis through a series of biological examples using R and R-Commander as computational tools. The book is ideal for instructors of basic statistics for biologists and other health scientists. The step-by-step application of statistical methods discussed in this book allows readers, who are interested in statistics and its application in biology, to use the book as a self-learning text. .
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| 650 |
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|a Statistics.
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| 650 |
1 |
4 |
|a Statistics.
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| 650 |
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|a Statistics for Life Sciences, Medicine, Health Sciences.
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| 710 |
2 |
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|a SpringerLink (Online service)
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|t Springer eBooks
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| 776 |
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8 |
|i Printed edition:
|z 9781461413011
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| 830 |
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|a Use R!
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|u http://dx.doi.org/10.1007/978-1-4614-1302-8
|z Full Text via HEAL-Link
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| 912 |
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|a ZDB-2-SMA
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| 950 |
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|a Mathematics and Statistics (Springer-11649)
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