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02566nam a22004335i 4500 |
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978-3-642-23502-3 |
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DE-He213 |
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20140325025237.0 |
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cr nn 008mamaa |
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110916s2012 gw | s |||| 0|eng d |
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|a 9783642235023
|9 978-3-642-23502-3
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|a 10.1007/978-3-642-23502-3
|2 doi
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|d GrThAP
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|a QA276-280
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|a PBT
|2 bicssc
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|a MAT029000
|2 bisacsh
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|a 519.5
|2 23
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|a Kaltenbach, Hans-Michael.
|e author.
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| 245 |
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|a A Concise Guide to Statistics
|h [electronic resource] /
|c by Hans-Michael Kaltenbach.
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| 264 |
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|a Berlin, Heidelberg :
|b Springer Berlin Heidelberg :
|b Imprint: Springer,
|c 2012.
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| 300 |
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|a XIII, 111 p. 33 illus.
|b online resource.
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|a text
|b txt
|2 rdacontent
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|a computer
|b c
|2 rdamedia
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|a online resource
|b cr
|2 rdacarrier
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|a text file
|b PDF
|2 rda
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|a SpringerBriefs in Statistics,
|x 2191-544X
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|a Basics of Probability Theory -- Estimation -- Hypothesis Testing -- Regression -- References -- Index.
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| 520 |
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|a The text gives a concise introduction into fundamental concepts in statistics. Chapter 1: Short exposition of probability theory, using generic examples. Chapter 2: Estimation in theory and practice, using biologically motivated examples. Maximum-likelihood estimation in covered, including Fisher information and power computations. Methods for calculating confidence intervals and robust alternatives to standard estimators are given. Chapter 3: Hypothesis testing with emphasis on concepts, particularly type-I , type-II errors, and interpreting test results. Several examples are provided. T-tests are used throughout, followed important other tests and robust/nonparametric alternatives. Multiple testing is discussed in more depth, and combination of independent tests is explained. Chapter 4: Linear regression, with computations solely based on R. Multiple group comparisons with ANOVA are covered together with linear contrasts, again using R for computations.
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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 |
2 |
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|a Statistics, general.
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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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0 |
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|t Springer eBooks
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| 776 |
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8 |
|i Printed edition:
|z 9783642235016
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| 830 |
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|a SpringerBriefs in Statistics,
|x 2191-544X
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| 856 |
4 |
0 |
|u http://dx.doi.org/10.1007/978-3-642-23502-3
|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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