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A Concise Guide to Statistics
Infohash:
6FD2B8C4A8FAE97548A4EAAF5162C582DC5A2CAD
Type:
Other Ebooks
Title:
A Concise Guide to Statistics
Category:
Other/E-books
Uploaded:
2011-09-23 (by neil1966hardy )
Description:
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.
Springer 2011
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Files count:
2
Size:
1.63 Mb
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udp://open.demonii.com:1337
udp://tracker.coppersurfer.tk:6969
udp://exodus.desync.com:6969