# Elsevier

# Journal of Multivariate Analysis

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### 2006, Volume 97, Issue 4

**925-945 Who's afraid of reduced-rank parameterizations of multivariate models? Theory and example***by*Gilbert, Scott & Zemcík, Petr**946-984 Consistent variable selection in large panels when factors are observable***by*Ouysse, Rachida**985-998 Gauss inequalities on ordered linear spaces***by*Jensen, D.R.**999-1023 Kernel estimation of density level sets***by*Cadre, BenoI^t

### 2006, Volume 97, Issue 3

**575-585 New insights into best linear unbiased estimation and the optimality of least-squares***by*Faliva, Mario & Zoia, Maria Grazia**586-605 Asymptotic results on a class of adaptive multi-treatment designs***by*Li-Xin, Zhang**606-618 Special variance structures in the growth curve model***by*Zezula, Ivan**619-632 Restricted expected multivariate least squares***by*Fang, Kai-Tai & Wang, Song-Gui & von Rosen, Dietrich**633-654 Strong consistency of least-squares estimation in linear regression models with vague concepts***by*Krätschmer, Volker**655-674 A trivariate chi-squared distribution derived from the complex Wishart distribution***by*Hagedorn, M. & Smith, P.J. & Bones, P.J. & Millane, R.P. & Pairman, D.**675-697 Analysis of two-sample truncated data using generalized logistic models***by*Li, Gang & Qin, Jing**698-719 Estimation of multivariate normal covariance and precision matrices in a star-shape model with missing data***by*Sun, Dongchu & Sun, Xiaoqian**720-732 Consistency of the generalized MLE of a joint distribution function with multivariate interval-censored data***by*Yu, Shaohua & Yu, Qiqing & Wong, George Y.C.**733-758 Selecting mixed-effects models based on a generalized information criterion***by*Pu, Wenji & Niu, Xu-Feng**759-764 Best affine unbiased representations of the fully restricted general Gauss-Markov model***by*Haupt, Harry & Oberhofer, Walter**765-784 Measuring stochastic dependence using [phi]-divergence***by*Micheas, Athanasios C. & Zografos, Konstantinos**785-795 The matrix-t distribution and its applications in predictive inference***by*Kibria, B.M. Golam

### 2006, Volume 97, Issue 2

**295-310 Sequences of elliptical distributions and mixtures of normal distributions***by*Gómez-Sánchez-Manzano, E. & Gómez-Villegas, M.A. & Marín, J.M.**311-323 Rates of convergence for partitioning and nearest neighbor regression estimates with unbounded data***by*Kohler, Michael & Krzyzak, Adam & Walk, Harro**324-341 Estimation of a semiparametric varying-coefficient partially linear errors-in-variables model***by*You, Jinhong & Chen, Gemai**342-358 On the ratio X/Y for some elliptically symmetric distributions***by*Nadarajah, Saralees**359-384 Influence functions and efficiencies of the canonical correlation and vector estimates based on scatter and shape matrices***by*Taskinen, Sara & Croux, Christophe & Kankainen, Annaliisa & Ollila, Esa & Oja, Hannu**385-411 Conditional independence models for seemingly unrelated regressions with incomplete data***by*Drton, Mathias & Andersson, Steen A. & Perlman, Michael D.**412-430 A statistical model for random rotations***by*León, Carlos A. & Massé, Jean-Claude & Rivest, Louis-Paul**431-454 Estimation of two ordered bivariate mean residual life functions***by*Rojo, Javier & Ghebremichael, Musie**455-473 Bias of the structural quasi-score estimator of a measurement error model under misspecification of the regressor distribution***by*Schneeweiss, Hans & Cheng, Chi-Lun**474-491 The likelihood ratio test for homogeneity in bivariate normal mixtures***by*Song Qin, Yong & Smith, Bruce**492-513 An asymptotic expansion of the distribution of Rao's U-statistic under a general condition***by*Gupta, Arjun K. & Xu, Jin & Fujikoshi, Yasunori**514-525 Estimation of location parameters for spherically symmetric distributions***by*Xu, Jian-Lun & Izmirlian, Grant**526-547 Bounds for functions of multivariate risks***by*Embrechts, Paul & Puccetti, Giovanni**548-562 Nonlinear least-squares estimation***by*Pollard, David & Radchenko, Peter**563-573 Asymptotic properties of Bayes estimators for Gaussian Itô-processes with noisy observations***by*Deck, T.

### 2006, Volume 97, Issue 1

**1-18 Spatial design matrices and associated quadratic forms: structure and properties***by*Hillier, Grant & Martellosio, Federico**19-45 Asymptotics for estimation and testing procedures under loss of identifiability***by*Zhu, Hongtu & Zhang, Heping**46-78 Some positive dependence stochastic orders***by*Colangelo, Antonio & Scarsini, Marco & Shaked, Moshe**79-102 Latent models for cross-covariance***by*Wegelin, Jacob A. & Packer, Asa & Richardson, Thomas S.**103-123 The Matsumoto-Yor property and the structure of the Wishart distribution***by*Massam, Hélène & Wesolowski, Jacek**124-147 General projection-pursuit estimators for the common principal components model: influence functions and Monte Carlo study***by*Boente, Graciela & Pires, Ana M. & Rodrigues, Isabel M.**148-178 Asymptotics for testing hypothesis in some multivariate variance components model under non-normality***by*Gupta, Arjun K. & Harrar, Solomon W. & Fujikoshi, Yasunori**179-197 Bayesian inference in spherical linear models: robustness and conjugate analysis***by*Arellano-Valle, R.B. & del Pino, G. & Iglesias, P.**198-210 Minimax and maximin efficient designs for estimating the location-shift parameter of parallel models with dual responses***by*Lo Huang, Mong-Na & Lin, Chun-Sui**211-230 Prospective and retrospective analyses under logistic regression models***by*Zhang, Biao**231-245 Adaptation under probabilistic error for estimating linear functionals***by*Tony Cai, T. & Low, Mark G.**246-273 Bayesian multivariate spatial models for roadway traffic crash mapping***by*Song, J.J. & Ghosh, M. & Miaou, S. & Mallick, B.**274-294 Local efficiency of a Cramer-von Mises test of independence***by*Genest, Christian & Quessy, Jean-François & Rémillard, Bruno

### 2005, Volume 96, Issue 2

**219-236 On the consistency properties of linear and quadratic discriminant analyses***by*Velilla, Santiago & Hernández, Adolfo**237-264 The effects of nonnormality on asymptotic distributions of some likelihood ratio criteria for testing covariance structures under normal assumption***by*Yanagihara, Hirokazu & Tonda, Tetsuji & Matsumoto, Chieko**265-281 Skew normal measurement error models***by*Arellano-Valle, R.B. & Ozan, S. & Bolfarine, H. & Lachos, V.H.**282-294 Decomposition of search for v-structures in DAGs***by*Geng, Zhi & Wang, Chi & Zhao, Qiang**295-310 When is the mean self-consistent?***by*Davidov, Ori**311-331 Robust nonparametric estimators of monotone boundaries***by*Daouia, Abdelaati & Simar, Léopold**332-351 Locally efficient estimation of regression parameters using current status data***by*Andrews, Chris & van der Laan, Mark & Robins, James**352-373 Cycle-transitive comparison of independent random variables***by*De Schuymer, B. & De Meyer, H. & De Baets, B.**374-383 A measure of independence for a multivariate normal distribution and some connections with factor analysis***by*Knott, Martin**384-403 Influence of observations on the misclassification probability in quadratic discriminant analysis***by*Croux, Christophe & Joossens, Kristel**404-424 Integral trimmed regions***by*Cascos, Ignacio & López-Díaz, Miguel**425-438 Factorization of moving-average spectral densities by state-space representations and stacking***by*Li, Lei M.

### 2005, Volume 96, Issue 1

**1-19 L1-norm error bounds for asymptotic expansions of multivariate scale mixtures and their applications to Hotelling's generalized***by*Fujikoshi, Y. & Ulyanov, V.V. & Shimizu, R.**20-29 Correlation in Lp-spaces***by*Kowalski, Aleksander & Rudiuk, Edmund**30-54 A formal test for nonstationarity of spatial stochastic processes***by*Fuentes, Montserrat**55-72 Estimation of the mean vector of a multivariate normal distribution: subspace hypothesis***by*Srivastava, M.S. & Ehsanes Saleh, A.K.Md.**73-92 Practical tests for randomized complete block designs***by*Mahfoud, Ziyad R. & Randles, Ronald H.**93-116 On fundamental skew distributions***by*Arellano-Valle, Reinaldo B. & Genton, Marc G.**117-135 Asymptotics for pooled marginal slicing estimator based on SIR[alpha] approach***by*Saracco, Jérôme**136-171 Second-order accurate inference on eigenvalues of covariance and correlation matrices***by*Boik, Robert J.**172-189 Measurement errors in multivariate measurement scales***by*Tarkkonen, L. & Vehkalahti, K.**190-217 Robust semiparametric M-estimation and the weighted bootstrap***by*Ma, Shuangge & Kosorok, Michael R.

### 2005, Volume 95, Issue 2

**227-245 Asymptotic properties for estimates of nonparametric regression models based on negatively associated sequences***by*Liang, Han-Ying & Jing, Bing-Yi**246-272 Rate optimal estimation with the integration method in the presence of many covariates***by*Hengartner, Nicolas W. & Sperlich, Stefan**273-300 Improved estimation of regression parameters in measurement error models***by*Kim, H.M. & Saleh, A.K.Md.Ehsanes**301-322 Testing goodness of fit for the distribution of errors in multivariate linear models***by*Jiménez Gamero, M.D. & Muñoz García, J. & Pino Mejías, R.**323-344 A new construction for skew multivariate distributions***by*Dey, Dipak K. & Liu, Junfeng**345-369 A multivariate empirical characteristic function test of independence with normal marginals***by*Bilodeau, M. & Lafaye de Micheaux, P.**370-384 Mixtures of factor analyzers: an extension with covariates***by*Fokoué, Ernest**385-409 Efficient estimation of linear functionals of a bivariate distribution with equal, but unknown marginals: the least-squares approach***by*Peng, Hanxiang & Schick, Anton**410-430 Noncentral quadratic forms of the skew elliptical variables***by*Fang, B.Q.**431-448 A two-way analysis of variance model with positive definite interaction for homologous factors***by*Causeur, David & Dhorne, Thierry & Antoni, Arlette

### 2005, Volume 95, Issue 1

**1-22 Item response theory for longitudinal data: population parameter estimation***by*Andrade, Dalton F. & Tavares, Heliton R.**23-36 On a combination method of VDR and patchwork for generating uniform random points on a unit sphere***by*Yang, Zhenhai & Pang, W.K. & Hou, S.H. & Leung, P.K.**37-49 Asymptotically optimal tests for parametric functions against ordered functional alternatives***by*Tsai, Ming-Tien & Sen, Pranab Kumar**50-65 Asymptotics in Bayesian decision theory with applications to global robustness***by*Abraham, Christophe**66-75 Stochastic response restrictions***by*Haupt, Harry & Oberhofer, Walter**76-106 Block thresholding for density estimation: local and global adaptivity***by*Chicken, Eric & Cai, T. Tony**107-118 Efficiency of test for independence after Box-Cox transformation***by*Freeman, Jade & Modarres, Reza**119-152 Goodness-of-fit tests for copulas***by*Fermanian, Jean-David**153-181 Depth estimators and tests based on the likelihood principle with application to regression***by*Müller, Christine H.**182-205 Censored multiple regression by the method of average derivatives***by*Lu, Xuewen & Burke, M.D.**206-226 High breakdown estimators for principal components: the projection-pursuit approach revisited***by*Croux, Christophe & Ruiz-Gazen, Anne

### 2005, Volume 94, Issue 2

**227-249 Estimation of regression contour clusters--an application of the excess mass approach to regression***by*Polonik, Wolfgang & Wang, Zailong**250-270 A comparison of asymptotic covariance matrices of three consistent estimators in the Poisson regression model with measurement errors***by*Shklyar, S. & Schneeweiss, H.**271-299 Distribution of eigenvalues and eigenvectors of Wishart matrix when the population eigenvalues are infinitely dispersed and its application to minimax estimation of covariance matrix***by*Takemura, Akimichi & Sheena, Yo**300-312 Monte Carlo approximation through Gibbs output in generalized linear mixed models***by*Chan, Jennifer S.K. & Kuk, Anthony Y.C. & Yam, Carrie H.K.**313-327 A class of stationary random fields with a simple correlation structure***by*Ma, Chunsheng**328-343 Asymptotic robustness of the normal theory likelihood ratio statistic for two-level covariance structure models***by*Yuan, Ke-Hai & Bentler, Peter M.**344-365 Nonlinearity effects in multidimensional scaling***by*Gower, John C. & Ngouenet, Roger F.**366-381 Covariance estimation under spatial dependence***by*Furrer, Reinhard**382-400 A skewed Kalman filter***by*Naveau, Philippe & Genton, Marc G. & Shen, Xilin**401-419 Asymptotic efficiency of the two-stage estimation method for copula-based models***by*Joe, Harry**420-449 Asymptotic distribution of inequality-restricted canonical correlation with application to tests for independence in ordered contingency tables***by*Kuriki, Satoshi

### 2005, Volume 94, Issue 1

**1-18 Laplace approximations to hypergeometric functions of two matrix arguments***by*Butler, Ronald W. & Wood, Andrew T.A.**19-69 Adequateness and interpretability of objective functions in ordinal data analysis***by*Herden, Gerhard & Pallack, Andreas**70-108 On the minimization of multinomial tails and the Gupta-Nagel conjecture***by*Gastaldi, Tommaso**109-122 Singular random matrix decompositions: distributions***by*Díaz-García, José A. & González-Farías, Graciela**123-158 On Hadamard differentiability in k-sample semiparametric models--with applications to the assessment of structural relationships***by*Freitag, Gudrun & Munk, Axel**159-171 On the dependence structure of order statistics***by*Avérous, Jean & Genest, Christian & C. Kochar, Subhash**172-195 Dependence structures of multivariate Bernoulli random vectors***by*Hu, Taizhong & Xie, Chaode & Ruan, Lingyan**196-208 Density estimation by the penalized combinatorial method***by*Biau, Gérard & Devroye, Luc**209-221 Some results on the multivariate truncated normal distribution***by*Horrace, William C.

### 2005, Volume 93, Issue 2

**223-237 Similar tests for covariance structures in multivariate linear models***by*Forchini, G.**238-256 Checking the adequacy of the multivariate semiparametric location shift model***by*Henze, N. & Klar, B. & Zhu, L. X.**257-266 The general common Hermitian nonnegative-definite solution to the matrix equations AXA*=BB* and CXC*=DD* with applications in statistics***by*Zhang, Xian**267-295 On the distribution of Pickands coordinates in bivariate EV and GP models***by*Falk, Michael & Reiss, Rolf-Dieter**296-312 Singular random matrix decompositions: Jacobians***by*Díaz-García, José A. & González-Farías, Graciela**313-339 Relations among univariate aging, bivariate aging and dependence for exchangeable lifetimes***by*Bassan, Bruno & Spizzichino, Fabio**340-357 Normative selection of Bayesian networks***by*Sebastiani, Paola & Ramoni, Marco**358-374 Regularized classification for mixed continuous and categorical variables under across-location heteroscedasticity***by*Leung, Chi-Ying**375-393 Test for parameter change in stochastic processes based on conditional least-squares estimator***by*Lee, Sangyeol & Na, Okyoung**394-416 Minimax multivariate empirical Bayes estimators under multicollinearity***by*Srivastava, M. S. & Kubokawa, T.**417-433 Convergence rates for unconstrained bandwidth matrix selectors in multivariate kernel density estimation***by*Duong, Tarn & Hazelton, Martin L.**434-445 Archimedean copulæ and positive dependence***by*Müller, Alfred & Scarsini, Marco

### 2005, Volume 93, Issue 1

**1-20 Estimation of the eigenvalues of noncentrality parameter matrix in noncentral Wishart distribution***by*Gupta, A. K. & Sheena, Y. & Fujikoshi, Y.**21-39 Auto-associative models and generalized principal component analysis***by*Girard, Stéphane & Iovleff, Serge**40-57 Constraints on concordance measures in bivariate discrete data***by*Denuit, Michel & Lambert, Philippe**58-80 A new test for multivariate normality***by*Szekely, Gábor J. & Rizzo, Maria L.**81-101 Evaluation of reproducibility for paired functional data***by*Li, Runze & Chow, Mosuk**102-111 High breakdown mixture discriminant analysis***by*Bashir, Shaheena & Carter, E. M.**112-121 Stochastic comparisons of order statistics from gamma distributions***by*Lihong, Sun & Xinsheng, Zhang**122-163 Affine-invariant aligned rank tests for the multivariate general linear model with VARMA errors***by*Hallin, Marc & Paindaveine, Davy**164-179 Testing multivariate normality in incomplete data of small sample size***by*Tan, Ming & Fang, Hong-Bin & Tian, Guo-Liang & Wei, Gang**180-197 Angular Gaussian and Cauchy estimation***by*Auderset, Claude & Mazza, Christian & Ruh, Ernst A.**198-221 B-splines and discretization in an inverse problem for Poisson processes***by*Szkutnik, Zbigniew

### 2005, Volume 92, Issue 2

**227-238 Improving on the mle of a bounded location parameter for spherical distributions***by*Marchand, Éric & Perron, François**239-256 Extension of the variance function of a steep exponential family***by*Hassairi, A. & Masmoudi, A.**257-280 Modeling shape distributions and inferences for assessing differences in shapes***by*Micheas, Athanasios C. & Dey, Dipak K.**281-297 Matrix shrinkage of high-dimensional expectation vectors***by*Serdobolskii, V. I.**298-323 Operator geometric stable laws***by*Kozubowski, Tomasz J. & Meerschaert, Mark M. & Panorska, Anna K. & Scheffler, Hans-Peter**324-342 Estimation of the entropy of a multivariate normal distribution***by*Misra, Neeraj & Singh, Harshinder & Demchuk, Eugene**343-358 Characterization of rankings generated by linear discriminant analysis***by*Kamiya, Hidehiko & Takemura, Akimichi**359-385 Simple consistent cluster methods based on redescending M-estimators with an application to edge identification in images***by*Müller, Christine H. & Garlipp, Tim**386-404 Jackknifing in partially linear regression models with serially correlated errors***by*You, Jinhong & Zhou, Xian & Chen, Gemai**405-425 Some laws of the iterated logarithm in Hilbertian autoregressive models***by*Menneteau, Ludovic**426-453 On Pickands coordinates in arbitrary dimensions***by*Falk, Michael & Reiss, Rolf-Dieter**454-464 The admissibility of the empirical mean location for the matrix von Mises-Fisher family***by*Hendriks, Harrie

### 2005, Volume 92, Issue 1

**1-23 Statistical properties of a kernel-type estimator of the intensity function of a cyclic Poisson process***by*Helmers, Roelof & Mangku, I. Wayan & Zitikis, Ricardas**24-41 Estimation in generalized linear models for functional data via penalized likelihood***by*Cardot, Hervé & Sarda, Pacal**42-52 On the asymptotic properties of multivariate sample autocovariances***by*Boshnakov, Georgi N.**53-76 The restricted EM algorithm under inequality restrictions on the parameters***by*Shi, Ning-Zhong & Zheng, Shu-Rong & Guo, Jianhua**77-96 Robustness of one-sided cross-validation to autocorrelation***by*Hart, Jeffrey D. & Lee, Cherng-Luen**97-115 Rao distances***by*A. Micchelli, Charles & Noakes, Lyle**116-133 Extensions of the conjugate prior through the Kullback-Leibler separators***by*Yanagimoto, Takemi & Ohnishi, Toshio**134-144 A decomposition for a stochastic matrix with an application to MANOVA***by*Mortarino, Cinzia**145-173 Dependence orderings for some functionals of multivariate point processes***by*Kulik, Rafal & Szekli, Ryszard**174-185 A generalized Mahalanobis distance for mixed data***by*de Leon, A. R. & Carrière, K. C.**186-204 Covariate selection for semiparametric hazard function regression models***by*Bunea, Florentina & McKeague, Ian W.**205-225 A semiparametric density estimator based on elliptical distributions***by*Liebscher, Eckhard

### 2004, Volume 91, Issue 2

**119-142 On uniform asymptotic normality of sequential least squares estimators for the parameters in a stable AR(p)***by*Galtchouk, L. & Konev, V.**143-160 Multivariate Lukacs theorem***by*Bobecka, Konstancja & Wesolowski, Jacek**161-176 Canonical correlation analysis based on information theory***by*Yin, Xiangrong**177-198 Weighted bootstrap for U-statistics***by*Wang, Qiying & Jing, Bing-Yi**199-223 Improvement of approximations for the distributions of multinomial goodness-of-fit statistics under nonlocal alternatives***by*Sekiya, Yuri & Taneichi, Nobuhiro**224-239 Limit theorems for random permanents with exchangeable structure***by*Rempala, Grzegorz A. & Wesolowski, Jacek**240-261 Bandwidth choice for local polynomial estimation of smooth boundaries***by*Hall, Peter & Park, Byeong U.**262-281 Multivariate spatial regression models***by*Gamerman, Dani & Moreira, Ajax R. B.**282-304 Local influence in multilevel regression for growth curves***by*Shi, Lei & Ojeda, Mario Miguel

### 2004, Volume 91, Issue 1

**1-17 Linear mixed models and penalized least squares***by*Bates, Douglas M. & DebRoy, Saikat**18-34 A new joint model for longitudinal and survival data with a cure fraction***by*Chen, Ming-Hui & Ibrahim, Joseph G. & Sinha, Debajyoti**35-52 Likelihood ratio tests for goodness-of-fit of a nonlinear regression model***by*Crainiceanu, Ciprian M. & Ruppert, David**53-73 Estimation in mixed effects model with errors in variables***by*Cui, Hengjian & Ng, Kai W. & Zhu, Lixing**74-89 Quantile regression for longitudinal data***by*Koenker, Roger**90-106 Likelihood and conditional likelihood inference for generalized additive mixed models for clustered data***by*Zhang, Daowen & Davidian, Marie**107-118 Variance component testing in semiparametric mixed models***by*Zhu, Zhongyi & Fung, Wing K.

### 2004, Volume 90, Issue 2

**229-256 Risk and Pitman closeness properties of feasible generalized double k-class estimators in linear regression models with non-spherical disturbances under balanced loss function***by*Chaturvedi, Anoop & Shalabh**257-268 Covariance kernel and the central limit theorem in the total variation distance***by*Mikami, Toshio**269-281 Improved estimation of accuracy in simple hypothesis versus simple alternative testing***by*Wang, Hsiuying**282-300 Discriminant analysis for locally stationary processes***by*Sakiyama, Kenji & Taniguchi, Masanobu**301-326 Higher order representations of the Robbins-Monro process***by*Dippon, Jürgen**327-347 Asymptotic properties of some subset vector autoregressive process estimators***by*Brockwell, Peter J. & Davis, Richard A. & Trindade, A. Alexandre**348-358 Best-possible bounds on sets of bivariate distribution functions***by*Nelsen, Roger B. & Molina, José Juan Quesada & Lallena, José Antonio Rodríguez & Flores, Manuel Úbeda**359-383 Correlation and spectral theory for periodically correlated random fields indexed on Z2***by*Hurd, H. & Kallianpur, G. & Farshidi, J.**384-392 Sharp minimaxity and spherical deconvolution for super-smooth error distributions***by*Kim, Peter T. & Koo, Ja-Yong & Park, Heon Jin**393-406 One-sided tests for independence of seemingly unrelated regression equations***by*Kurata, Hiroshi**407-425 The maximum asymptotic bias of S-estimates for regression over the neighborhoods defined by certain special capacities***by*Ando, Masakazu & Kimura, Miyoshi

### 2004, Volume 90, Issue 1

**1-18 Determining and analyzing differentially expressed genes from cDNA microarray experiments with complementary designs***by*Conlon, Erin M. & Eichenberger, Patrick & Liu, J.S.Jun S.**19-43 Analyzing factorial designed microarray experiments***by*Scholtens, Denise & Miron, Alexander & M. Merchant, Faisal & Miller, Arden & L. Miron, Penelope & Dirk Iglehart, J. & Gentleman, Robert**44-66 Problems in gene clustering based on gene expression data***by*Bryan, Jenny**67-89 Clustering and classification based on the L1 data depth***by*Jörnsten, Rebecka**90-105 On a resampling approach for tests on the number of clusters with mixture model-based clustering of tissue samples***by*McLachlan, G. J. & Khan, N.**106-131 Finding predictive gene groups from microarray data***by*Dettling, Marcel & Bühlmann, Peter**132-153 Hidden Markov models approach to the analysis of array CGH data***by*Fridlyand, Jane & Snijders, Antoine M. & Pinkel, Dan & Albertson, Donna G. & Jain, A.N.Ajay N.**154-177 Tree-based multivariate regression and density estimation with right-censored data***by*Molinaro, Annette M. & Dudoit, Sandrine & van der Laan, M.J.Mark J.**178-195 Exploring interactions in high-dimensional genomic data: an overview of Logic Regression, with applications***by*Ruczinski, Ingo & Kooperberg, Charles & L. LeBlanc, Michael**196-212 Sparse graphical models for exploring gene expression data***by*Dobra, Adrian & Hans, Chris & Jones, Beatrix & Nevins, J.R.Joseph R. & Yao, Guang & West, Mike**213-228 Ontology concepts and tools for statistical genomics***by*Carey, V.J.Vincent J.

### 2004, Volume 89, Issue 2

**191-218 The generalized near-integer Gamma distribution: a basis for 'near-exact' approximations to the distribution of statistics which are the product of an odd number of independent Beta random variables***by*Coelho, Carlos A.**219-242 Construction of conservative test for change-point problem in two-dimensional random fields***by*Ninomiya, Yoshiyuki**243-260 The limiting behavior of least absolute deviation estimators for threshold autoregressive models***by*Wang, Lihong & Wang, Jinde**261-291 Tail probabilities of the limiting null distributions of the Anderson-Stephens statistics***by*Kuriki, Satoshi & Takemura, Akimichi**292-303 Maximum likelihood estimation of covariance matrices under simple tree ordering***by*Tsai, Ming-Tien**304-328 Regression quantiles for unstable autoregressive models***by*Ling, Shiqing & McAleer, Michael**329-337 Family of multivariate generalized t distributions***by*Arslan, Olcay