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Complex Datasets and Inverse Problems: Tomography, Networks and Beyond

Editor(s) Regina Liu, William Strawderman, Cun-Hui Zhang

IMS Lecture Notes Monogr. Ser., 54: 273pp. (2007). DOI: 10.1214/lnms/1196794933
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Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 54, - (2007).
Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 54, iii-iv (2007).
Regina Liu , William Strawderman , Cun-Hui Zhang
Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 54, v-v (2007). https://doi.org/10.1214/074921707000000229
Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 54, vi-vi (2007).
Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 54, vii-viii (2007).
Colin Mallows
Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 54, 1-11 (2007). https://doi.org/10.1214/074921707000000021
KEYWORDS: nonparametric estimation, Markov chains, 60J10, 62G05, 94C99
Jiangang Fang , Yehuda Vardi , Cun-Hui Zhang
Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 54, 12-23 (2007). https://doi.org/10.1214/074921707000000030
KEYWORDS: network traffic flow, network tomography, Kullback-Leiber distance, network gravity model, regularized estimation, 62P30, 62H12, 62G05, 62F10
Earl Lawrence , George Michailidis , Vijayan N. Nair
Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 54, 24-44 (2007). https://doi.org/10.1214/074921707000000049
KEYWORDS: Network tomography, internet, inverse problems, monitoring, nonlinear least squares, 62F10, 60G05, 62P30
Aiyou Chen , Jin Cao
Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 54, 45-61 (2007). https://doi.org/10.1214/074921707000000238
KEYWORDS: network tomography, one dimensional projection, identifiability, asymptotically efficient, 62F35, 62F30, 62P30
A. Adhikari , L. Denby , J. M. Landwehr , J. Meloche
Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 54, 62-75 (2007). https://doi.org/10.1214/074921707000000058
KEYWORDS: VoIP, network paths, network visualization, network QoS, traffic analysis, 62H15, 62C10, 62C12, 62C25
Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 54, 76-91 (2007). https://doi.org/10.1214/074921707000000067
KEYWORDS: Generalized linear model, text classification, binary regression, 62-02, 62J12
Javier Cabrera , Ching-Ray Yu
Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 54, 92-102 (2007). https://doi.org/10.1214/074921707000000076
KEYWORDS: biological process, DNA microarray, differentially expressed genes, toxicology experiment
Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 54, 103-120 (2007). https://doi.org/10.1214/074921707000000085
KEYWORDS: data depth, functional data, band depth, robust statistics, 62G35, 62G30
Arthur Cohen , Joseph Naus
Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 54, 121-131 (2007). https://doi.org/10.1214/074921707000000094
KEYWORDS: stratified sampling plan, dollar amount of claim, over (under) payments, unbiased estimator, separate ratio estimator, combined ratio estimator, lower confidence bound, 60K35, 60K35
Kesar Singh , Minge Xie , William E. Strawderman
Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 54, 132-150 (2007). https://doi.org/10.1214/074921707000000102
KEYWORDS: confidence distribution, frequentist inference, fiducial inference, optimality, bootstrap, data-depth, likelihood function, p-value functio, 62F03, 62F12, 62G05, 62G10, 62G20
Weihua Tang , Cun-Hui Zhang
Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 54, 151-160 (2007). https://doi.org/10.1214/074921707000000111
KEYWORDS: multiple comparisons, false discovery rate, conditional false discovery rate, most powerful test, Bayes rule, empirical Bayes, dependent data, time series, 62H15, 62C10, 62C12, 62C25
Yosef Rinott , Natalie Shlomo
Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 54, 161-171 (2007). https://doi.org/10.1214/074921707000000120
KEYWORDS: sample uniques, neighborhoods, microdata, 62H17, 62-07
Arthur Cohen , Harold Sackrowitz
Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 54, 172-176 (2007). https://doi.org/10.1214/074921707000000139
KEYWORDS: admissibility, unbiased estimators, asymptotic efficiency, 62C15, 62F15
Peter J. Bickel , Bo Li
Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 54, 177-186 (2007). https://doi.org/10.1214/074921707000000148
KEYWORDS: local polynomial regression, manifolds, 62G08, 62H12, 62G20
I-Shou Chang , Li-Chu Chien , Chao A. Hsiung , Chi-Chung Wen , Yuh-Jenn Wu
Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 54, 187-202 (2007). https://doi.org/10.1214/074921707000000157
KEYWORDS: Bayesian concave regression, Bayesian isotonic regression, geometric prior, Markov chain Monte Carlo, Metropolis-Hastings reversible jump algorithm, 62F15, 62G08, 65D10
Irene Gijbels , Danyu Lin , Zhiliang Ying
Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 54, 203-223 (2007). https://doi.org/10.1214/074921707000000166
KEYWORDS: cause of death, censoring, competing risks, counting process, Cox model, cumulative hazard function, failure type, incomplete data, Kaplan-Meier estimator, partial likelihood, proportional hazards, regression, survival data, 62J99, 62F12, 62G05
Micha Mandel
Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 54, 224-238 (2007). https://doi.org/10.1214/074921707000000175
KEYWORDS: cross-sectional sampling, EM algorithm, Lexis diagram, multiplicative censoring, truncated data, 62N01
Jayanta Kumar Pal , Michael Woodroofe , Mary Meyer
Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 54, 239-249 (2007). https://doi.org/10.1214/074921707000000184
KEYWORDS: Polya frequency function, Iterative concave majorant algorithm, Hellinger consistency, 62G07, 62G08, 90C25
Juan Zhang , John E. Kolassa
Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 54, 250-259 (2007). https://doi.org/10.1214/074921707000000193
KEYWORDS: modified signed likelihood ratio statistic, saddlepoint approximation, conditional cumulative distribution, 62E60, 41A58
Richard A. Vitale
Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 54, 260-267 (2007). https://doi.org/10.1214/074921707000000201
KEYWORDS: double-mean iteration, intrinsic volumes, $L_1$-median, multivariate median, Steiner formula, Steiner symmetrization, zonotope, 60D05, 52A21, 52A40, 52B12, 60E99, 62H99
Larry Shepp
Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 54, 268-273 (2007). https://doi.org/10.1214/074921707000000210
KEYWORDS: Data mining, neural nets, statistical modelling, emission tomography, sampling bias, 6207