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Exact Statistical Methods for Data Analysis (Springer Series in Statistics)
 
 
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Exact Statistical Methods for Data Analysis (Springer Series in Statistics) [Hardcover]

Samaradasa Weerahandi (Author)


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Book Description

October 17, 2003 0387943609 978-0387943602
Now available in paperback. This book covers some recent developments in statistical inference. The author's main aim is to develop a theory of generalized p-values and generalized confidence intervals and to show how these concepts may be used to make exact statistical inferences in a variety of practical applications. In particular, they provide methods applicable in problems involving nuisance parameters such as those encountered in comparing two exponential distributions or in ANOVA without the assumption of equal error variances. The generalized procedures are shown to be more powerful in detecting significant experimental results and in avoiding misleading conclusions.

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Product Details

  • Hardcover: 328 pages
  • Publisher: Springer (October 17, 2003)
  • Language: English
  • ISBN-10: 0387943609
  • ISBN-13: 978-0387943602
  • Product Dimensions: 9.5 x 6.4 x 1 inches
  • Shipping Weight: 1.4 pounds
  • Amazon Best Sellers Rank: #2,707,340 in Books (See Top 100 in Books)

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In this book we are concerned with the basic theory and methods of statistical inference and major applications such as Regression and Analysis of Variance. Read the first page
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Monte Carlo, Review of Special Distributions, Balanced Two-Way Layout, Least Squares Estimation, N-k N-k
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