Statistical Modeling and Analysis for Complex Data Problems / Edition 1

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This book reviews some of today’s more complex problems, and reflects some of the important research directions in the field. Twenty-nine authors – largely from Montreal’s GERAD Multi-University Research Center and who work in areas of theoretical statistics, applied statistics, probability theory, and shastic processes – present survey chapters on various theoretical and applied problems of importance and interest to researchers and students across a number of academic domains.

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Product Details

  • ISBN-13: 9780387245546
  • Publisher: Springer US
  • Publication date: 5/28/2005
  • Series: GERAD 25th Anniversary Series
  • Edition description: 2005
  • Edition number: 1
  • Pages: 324
  • Product dimensions: 6.14 (w) x 9.21 (h) x 0.81 (d)

Table of Contents

1 Dependence properties of meta-elliptical distributions 1
2 The statistical significance of Palm Beach County 17
3 Bayesian functional estimation of hazard rates for randomly right censored data using Fourier series methods 41
4 Conditions for the validity of F-ratio tests for treatment and carryover effects in crossover designs 59
5 Bias in estimating the variance of K-fold cross-validation 75
6 Effective construction of modified histograms in higher dimensions 97
7 On robust diagnostics at individual lags using RA-ARX estimators 121
8 Bootstrap confidence intervals for periodic preventive replacement policies 141
9 Statistics for comparison of two independent cDNA filter microarrays 161
10 Large deviations for interacting processes in the strong topology 179
11 Asymptotic distribution of a simple linear estimator for VARMA models in echelon form 209
12 Recent results for linear time series models with non independent innovations 241
13 Filtering of images for detecting multiple targets trajectories 267
14 Optimal detection of periodicities in vector autoregressive models 281
15 The Wilcoxon signed-rank test for cluster correlated data 309
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