Constrained Statistical Inference : Order, Inequality, and Shape Constraints Hardback
by Mervyn J. (La Trobe University, Bundoora, Australia) Silvapulle, Pranab Kumar (University of North Carolina, Raleigh) Sen
Part of the Wiley Series in Probability and Statistics series
Hardback
Description
An up-to-date approach to understanding statistical inference Statistical inference is finding useful applications in numerous fields, from sociology and econometrics to biostatistics.
This volume enables professionals in these and related fields to master the concepts of statistical inference under inequality constraints and to apply the theory to problems in a variety of areas. Constrained Statistical Inference: Order, Inequality, and Shape Constraints provides a unified and up-to-date treatment of the methodology.
It clearly illustrates concepts with practical examples from a variety of fields, focusing on sociology, econometrics, and biostatistics. The authors also discuss a broad range of other inequality-constrained inference problems that do not fit well in the contemplated unified framework, providing a meaningful way for readers to comprehend methodological resolutions. Chapter coverage includes: Population means and isotonic regressionInequality-constrained tests on normal meansTests in general parametric modelsLikelihood and alternativesAnalysis of categorical dataInference on monotone density function, unimodal density function, shape constraints, and DMRL functionsBayesian perspectives, including Stein’s Paradox, shrinkage estimation, and decision theory
Information
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Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:532 pages, Drawings: 24 B&W, 0 Color; Graphs: 31 B&W, 0 Color
- Publisher:John Wiley & Sons Inc
- Publication Date:19/11/2004
- Category:
- ISBN:9780471208273
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:532 pages, Drawings: 24 B&W, 0 Color; Graphs: 31 B&W, 0 Color
- Publisher:John Wiley & Sons Inc
- Publication Date:19/11/2004
- Category:
- ISBN:9780471208273
