| 000 | 02843nam a22004335i 4500 | ||
|---|---|---|---|
| 001 | 978-1-4614-1302-8 | ||
| 003 | DE-He213 | ||
| 005 | 20140220083242.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 111214s2012 xxu| s |||| 0|eng d | ||
| 020 |
_a9781461413028 _9978-1-4614-1302-8 |
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| 024 | 7 |
_a10.1007/978-1-4614-1302-8 _2doi |
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| 050 | 4 | _aQA276-280 | |
| 072 | 7 |
_aPBT _2bicssc |
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| 072 | 7 |
_aMBNS _2bicssc |
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| 072 | 7 |
_aMED090000 _2bisacsh |
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| 082 | 0 | 4 |
_a519.5 _223 |
| 100 | 1 |
_aShahbaba, Babak. _eauthor. |
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| 245 | 1 | 0 |
_aBiostatistics with R _h[electronic resource] : _bAn Introduction to Statistics Through Biological Data / _cby Babak Shahbaba. |
| 264 | 1 |
_aNew York, NY : _bSpringer New York, _c2012. |
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| 300 |
_aXVI, 352p. 162 illus., 73 illus. in color. _bonline resource. |
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| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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| 347 |
_atext file _bPDF _2rda |
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| 490 | 1 | _aUse R! | |
| 505 | 0 | _aIntroduction -- 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. | |
| 520 | _aBiostatistics 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. | ||
| 650 | 0 | _aStatistics. | |
| 650 | 1 | 4 | _aStatistics. |
| 650 | 2 | 4 | _aStatistics for Life Sciences, Medicine, Health Sciences. |
| 710 | 2 | _aSpringerLink (Online service) | |
| 773 | 0 | _tSpringer eBooks | |
| 776 | 0 | 8 |
_iPrinted edition: _z9781461413011 |
| 830 | 0 | _aUse R! | |
| 856 | 4 | 0 | _uhttp://dx.doi.org/10.1007/978-1-4614-1302-8 |
| 912 | _aZDB-2-SMA | ||
| 999 |
_c101041 _d101041 |
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