Format:
Online-Ressource (XII, 230p. 23 illus, online resource)
ISBN:
9783642574108
Series Statement:
Contributions to Statistics
Content:
I. Identification with Incomplete Observations, Data Mining -- Bounding Entries in Multi-way Contingency Tables Given aSet of Marginal Totals -- Identification and Estimation with Incomplete Data -- Computational Information Retrieval -- Studying Treatment Response to Inform Treatment Choice -- II. Bayesian Methods and Modelling -- Some Interactive Decision Problems Emerging in Statistical Games -- Probabilistic Modelling: An Historical andPhilosophical Digression -- A Bayesian View on Sampling the 2 x 2 Table -- Bayesian Designs for Binomial Experiments -- On the Second Order Minimax Improvement of the Sample Mean in the Estimation of a Mean Value of the Exponential Dispersion Family -- Bayesian Analysis of Cell Migration ¡ªLinking Experimental Data and Theoretical Models -- III. Testing, Goodness of Fit and Randomness -- Sequential Bayes Detection of Trend Changes -- Box¡ªCox Transformation for Semiparametric Comparison of Two Samples -- Minimax Nonparametric Goodness-of-Fit Testing -- Testing Randomness on the Basis of theNumber of Different Patterns -- The 7r* Index as a New Alternative for Assessing Goodness of Fit of Logistic Regression -- IV. Statistics of Stationary Processes -- Consistent Estimation of Early and Frequent Change Points -- Asymptotic Behaviour of Estimators of the Parameters of Nearly Unstable INAR(1) Models -- Guessing the Output of a Stationary Binary Time Series -- Asymptotic Expansions for Long-MemoryStationary Gaussian Processes -- Contributors.
Content:
This volume is a compressed survey containing recent results on statistics of stochastic processes and on identification with incomplete observations. It comprises a collection of papers presented at the Shoresh Conference 2000 on the Foundation of Statistical Inference. The papers cover the following areas with high research activity: - Identification with Incomplete Observations, Data Mining, - Bayesian Methods and Modelling, - Testing, Goodness of Fit and Randomness, - Statistics of Stationary Processes.
Additional Edition:
ISBN 9783790800470
Additional Edition:
Erscheint auch als Druck-Ausgabe Foundations of statistical inference Heidelberg [u.a.] : Physica-Verlag, 2003 ISBN 3790800473
Language:
English
Subjects:
Computer Science
,
Economics
Keywords:
Data Mining
;
Unvollkommene Information
;
Stationärer Prozess
;
Statistik
;
Bayes-Verfahren
;
Statistisches Modell
;
Inferenzstatistik
;
Konferenzschrift
DOI:
10.1007/978-3-642-57410-8
URL:
Volltext
(lizenzpflichtig)
Author information:
Ritov, Ya'acov 1951-
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