Multivariate Analysis, Design of Experiments, and Survey Sampling: 1st Edition (Hardback) book cover

Multivariate Analysis, Design of Experiments, and Survey Sampling

1st Edition

Edited by Subir Ghosh

CRC Press

698 pages

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Hardback: 9780824700522
pub: 1999-04-29
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eBook (VitalSource) : 9780429183133
pub: 1999-04-29
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"Describes recent developments and surveys important topics in the areas of multivariate analysis, design of experiments, and survey sampling. Features the work of nearly 50 international leaders."


"…provides a survey of the recent developments of statistical methods."

---Acta Vet., 2000

Table of Contents

Sampling designs and prediction methods for Gaussian spatial processes; design techniques for probabilistic sampling of items with variable monetary value; small area estimation -a Bayesian perspective; Bayes sampling designs for selection procedures; cluster coordinated composites of diverse datasets on several spatial scales for designing extensive environmental sample surveys - prospectus on promising protocols; corrected confidence sets for sequentially designed experiments, II -examples; resampling marked point processes; graphical Markov models in multivariate analysis; robust regression with censored and truncated data; multivariate calibration; some consequences of random effects in multivariate survival models; a unified methodology for constructing multivariate autoregressive models; statistical model evaluation and information criteria; multivariate rank tests; asymptotic expansions of the distribution of some test statistics for elliptical populations; a review of variance estimators with extensions to multivariate nonparametric regression models; on affine invariant sign and rank tests in one and two sample multivariate problems; correspondence and component analysis; growth curve models; dealing with uncertainties in queues and networks of queues; optimal Bayesian design for a logistic regression model - geometric and algebraic approaches; structure of weighing mattrices of small order and weight.

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Statistics: A Series of Textbooks and Monographs

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Subject Categories

BISAC Subject Codes/Headings:
MATHEMATICS / Probability & Statistics / General