# American Statistical Association

# Journal of the American Statistical Association

This journal is no longer published by American Statistical Association. For a followup journal, see Journal of the American Statistical Association, published by Taylor & Francis Journals.
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### September 2006, Volume 101

**1019-1030 Estimation in Multiple-Frame Surveys***by*Lohr, Sharon & Rao, J.N.K.**1031-1038 Optimal and Efficient Crossover Designs When Subject Effects Are Random***by*Hedayat, A.S. & Stufken, John & Yang, Min**1039-1049 On Lower Tolerance Limits With Accurate Coverage Probabilities for the Normal Random Effects Model***by*Chen, Shun-Yi & Harris, Bernard**1050-1058 Statistical Inference for the Difference Between the Best Treatment Mean and a Control Mean***by*Lee, Chu-In Charles & Peng, Jianan & Liu, Lin**1059-1064 Estimation in Linear Models Based on Observations With Unknown and Possibly Unequal Scaling***by*Jensen, Soren Tolver & Madsen, Jesper**1065-1075 Geoadditive Survival Models***by*Hennerfeind, Andrea & Brezger, Andreas & Fahrmeir, Ludwig**1076-1084 Locally Efficient Estimation With Bivariate Right-Censored Data***by*Quale, Christopher M. & van der Laan, Mark J. & Robins, James R.**1085-1093 Rank Estimation of Accelerated Lifetime Models With Dependent Censoring***by*Peng, Limin & Fine, Jason P.**1094-1106 Estimating a Unimodal Distribution From Interval-Censored Data***by*Dumbgen, Lutz & Freitag-Wolf, Sandra & Jongbloed, Geurt**1107-1118 Nonparametric Two-Sample Methods for Ranked-Set Sample Data***by*Fligner, Michael A. & MacEachern, Steven N.**1119-1131 A Statistical Measure of Regularity for the Study of Wind-Generated Wave Field Images***by*O'Sullivan, Finbarr & Choudhury, Kingshuk Roy**1132-1143 Bayes Linear Calibrated Prediction for Complex Systems***by*Goldstein, Michael & Rougier, Jonathan**1144-1156 Likelihood Subgradient Densities***by*Nygren, Kjell & Nygren, Lan Ma**1157-1174 Post-Processing Posterior Predictive p Values***by*Hjort, Nils Lid & Dahl, Fredrik A. & Steinbakk, Gunnhildur Hognadottir**1175-1184 Generalized Poststratification and Importance Sampling for Subsampled Markov Chain Monte Carlo Estimation***by*Guha, Subharup & MacEachern, Steven N.**1185-1197 On m out of n Bootstrapping for Nonstandard M-Estimation With Nuisance Parameters***by*Lee, Stephen M.S. & Pun, M.C.**1198-1211 Principal Components Analysis Based on Multivariate MM Estimators With Fast and Robust Bootstrap***by*Salibian-Barrera, Matias & Van Aelst, Stefan & Willems, Gert**1212-1227 Estimation and Testing for Varying Coefficients in Additive Models With Marginal Integration***by*Yang, Lijian & Park, Byeong U. & Xue, Lan & Hardle, Wolfgang**1228-1240 Efficient Estimation of Semiparametric Multivariate Copula Models***by*Chen, Xiaohong & Fan, Yanqin & Tsyrennikov, Viktor**1241-1252 Modeling Marked Point Processes via Bivariate Mixture Transition Distribution Models***by*Hassan, Mohamed Yusuf & Lii, Keh-Shin**1253-1263 Distribution of Runs and Longest Runs: A New Generating Function Approach***by*Kong, Yong**1264-1275 Robust M Tests Without Consistent Estimation of the Asymptotic Covariance Matrix***by*Kuan, Chung-Ming & Lee, Wei-Ming**1276-1288 Doubly Robust Estimation of the Area Under the Receiver-Operating Characteristic Curve in the Presence of Verification Bias***by*Rotnitzky, Andrea & Faraggi, David & Schisterman, Enrique**1289-1305 Tests of Spatial Randomness Adjusted for an Inhomogeneity: A General Framework***by*Kulldorff, Martin**1307-1307 Models for Discrete Longitudinal Data. Geert Molenberghs and Geert Verbeke***by*Williamson, John**1308-1308 Fixed Effects Regression Methods for Longitudinal Data Using SAS. Paul D. Allison***by*Neuhaus, John M.**1308-1309 Nonparametric and Semiparametric Models. Wolfgang Hardle, Marlene Muller, Stefan Sperlich, and Axel Werwatz***by*Speckman, Paul**1309-1310 Generalized Method of Moments. Alastair R. Hall***by*Dell'Aquila, Rosario**1310-1310 Analysis of Variance for Random Models: Theory, Methods, Applications, and Data Analysis, Vol. 2: Unbalanced Data. Hardeo Sahai and Mario Miguel Ojeda***by*Booth, James G.**1310-1311 Survey Methodology. Robert M. Groves, Floyd J. Fowler Jr., Mick P. Couper, James M. Lepkowski, Eleanor Singer, and Roger Tourangeau***by*Nusser, Sarah M.**1311-1312 Environmental Statistics: Methods and Applications. Vic Barnett***by*Wikle, Christopher K.**1312-1312 Analysis and Modelling of Spatial Environmental Data. Mikhail Kanevski and Michel Maignan***by*Sain, Stephan R.**1312-1313 Statistical Methods in Molecular Evolution. Rasmus Nielsen (ed.)***by*Kimmel, Marek**1313-1313 Bayesian Nonparametrics via Neural Networks. Herbert K. H. Lee***by*Ghosh, Malay**1313-1314 Contemporary Bayesian Econometrics and Statistics. John Geweke***by*Otter, Thomas**1314-1315 Multivariate Bayesian Statistics: Models for Source Separation and Signal Unmixing. Daniel B. Rowe***by*Genovese, Christopher**1315-1316 Financial Modelling With Jump Processes. Rama Cont and Peter Tankov***by*Bingham, N.H.**1316-1316 Insurance Risk and Ruin. David C. M. Dickson***by*Schmidli, Hanspeter**1316-1317 Flowgraph Models for Multistate Time-to-Event Data. Aparna V. Huzurbazar***by*Klein, John P.**1317-1317 Random Graphs for Statistical Pattern Recognition. David J. Marchette***by*Karr, Alan F.**1317-1318 Applied Data Mining: Statistical Methods for Business and Industry. Paolo Giudici***by*Cleary, Richard J.

### December 2006, Volume 101

**1323-1332 Hidden Markov Models for Microarray Time Course Data in Multiple Biological Conditions***by*Yuan, Ming & Kendziorski, Christina**1332-1334 Discussion***by*Li, Hongzhe & Hong, Fangxin**1334-1338 Discussion***by*Nettleton, Dan**1338-1340 Rejoinder***by*Yuan, Ming & Kendziorski, Christina**1341-1351 A Bayesian Approach for Incorporating Variable Rates of Heterogeneity in Linkage Analysis***by*Biswas, Swati & Lin, Shili**1352-1364 Using Wavelet-Based Functional Mixed Models to Characterize Population Heterogeneity in Accelerometer Profiles: A Case Study***by*Morris, Jeffrey S. & Arroyo, Cassandra & Coull, Brent A. & Ryan, Louise M. & Herrick, Richard & Gortmaker, Steven L.**1365-1376 A Nonstationary Negative Binomial Time Series With Time-Dependent Covariates: Enterococcus Counts in Boston Harbor***by*Houseman, E. Andres & Coull, Brent A. & Shine, James P.**1377-1386 Nonparametric Modeling of the Left Censorship of Analytical Data in Food Risk Assessment***by*Tressou, Jessica**1387-1397 Small-Area Estimation With StateSpace Models Subject to Benchmark Constraints***by*Pfeffermann, Danny & Tiller, Richard**1398-1407 What Do Randomized Studies of Housing Mobility Demonstrate?: Causal Inference in the Face of Interference***by*Sobel, Michael E.**1408-1417 Exceedance Control of the False Discovery Proportion***by*Genovese, Christopher R. & Wasserman, Larry**1418-1429 The Adaptive Lasso and Its Oracle Properties***by*Zou, Hui**1430-1448 Estimating Network Loss Rates Using Active Tomography***by*Xi, Bowei & Michailidis, George & Nair, Vijayan N.**1449-1464 Focused Information Criteria and Model Averaging for the Cox Hazard Regression Model***by*Hjort, Nils Lid & Claeskens, Gerda**1465-1474 Locally Efficient Estimators for Semiparametric Models With Measurement Error***by*Ma, Yanyuan & Carroll, Raymond J.**1475-1486 Robust Estimation of Mixture Complexity***by*Woo, Mi-Ja & Sriram, T.N.**1487-1501 Bayesian Wombling: Curvilinear Gradient Assessment Under Spatial Process Models***by*Banerjee, Sudipto & Gelfand, Alan E.**1502-1512 A Composite Likelihood Approach in Fitting Spatial Point Process Models***by*Guan, Yongtao**1513-1526 Nonparametric Analysis of Factorial Designs With Random Missingness: Bivariate Data***by*Akritas, Michael G. & Antoniou, Efi S. & Kuha, Jouni**1527-1536 Empirical Bayesian Analysis for Computer Experiments Involving Finite-Difference Codes***by*Drignei, Dorin & Morris, Max D.**1537-1547 Fixed-Width Output Analysis for Markov Chain Monte Carlo***by*Jones, Galin L. & Haran, Murali & Caffo, Brian S. & Neath, Ronald**1548-1565 Inference for Mixtures of Finite Polya Tree Models***by*Hanson, Timothy E.**1566-1581 Hierarchical Dirichlet Processes***by*Teh, Yee Whye & Jordan, Michael I. & Beal, Matthew J. & Blei, David M.**1582-1597 A Monte Carlo Approach to Filtering for a Class of Marked Doubly Stochastic Poisson Processes***by*Centanni, Silvia & Minozzo, Marco**1598-1606 Generalized Exponential Predictors for Time Series Forecasting***by*Burman, Prabir & Shumway, Robert H.**1607-1618 Regression and Weighting Methods for Causal Inference Using Instrumental Variables***by*Tan, Zhiqiang**1619-1637 A Distributional Approach for Causal Inference Using Propensity Scores***by*Tan, Zhiqiang**1638-1651 Fourier Methods for Estimating the Central Subspace and the Central Mean Subspace in Regression***by*Zhu, Yu & Zeng, Peng**1652-1662 Families of Multivariate Distributions Involving the Rosenblatt Construction***by*Arnold, Barry C. & Castillo, Enrique & Sarabia, Jose Maria**1663-1670 Inference on the Number of Species Through Geometric Lower Bounds***by*Mao, Chang Xuan**1671-1679 Optimizing the Expected Overlap of Survey Samples via the Northwest Corner Rule***by*Mach, Lenka & Reiss, Philip T. & Schiopu-Kratina, Ioana**1680-1692 Algorithms for Constructing Combined Strata Variance Estimators***by*Lu, Wilson W. & Brick, J. Michael & Sitter, Randy R.**1693-1704 Concomitants of Multivariate Order Statistics With Application to Judgment Poststratification***by*Wang, Xinlei & Stokes, Lynne & Lim, Johan & Chen, Min**1705-1717 The Hazard Potential: Introduction and Overview***by*Singpurwalla, Nozer D.**1719-1719 Introduction to Statistical Thought. Michael Lavine***by*MacEachern, Steven N.**1719-1720 The Grammar of Graphics. Leland Wilkinson***by*Bradstreet, Thomas E.**1720-1721 Statistics for Experimenters: Design, Innovation, and Discovery (2nd ed.). George E. P. Box, J. Stuart Hunter, and William G. Hunter***by*Speed, Terry**1721-1721 Kendall's Advanced Theory of Statistics, Vol. 1: Distribution Theory (6th ed.). Alan Stuart and J. Keith Ord; Kendall's Advanced Theory of Statistics, Vol. 2A: Classical Inference and the Linear Model (6th ed.). Alan Stuart and J. Keith Ord, and Steven F. Arnold***by*Annis, David H.**1721-1722 Introduction to Nonparametric Regression. Kunio Takezawa***by*Jensen, Willis A.**1722-1723 Semiparametric Regression. David Ruppert, M. P. Wand, and R. J. Carroll***by*Lee, Yoonkyung**1723-1723 Quantile Regression. Roger Koenker***by*Jureckova, Jana**1724-1724 Generalized, Linear, and Mixed Models. Charles E. McCulloch and Shayle R. Searle***by*Cowles, Mary Kathryn**1724-1726 Mixed Models: Theory and Applications. Eugene Demidenko***by*Vonesh, Edward F.**1726-1727 Modeling Longitudinal Data. Robert E. Weiss***by*Zhang, Zhigang**1727-1727 Linear Models for Optimal Test Design. Wim J. van der Linden***by*Douglas, Jeffrey**1727-1728 Applied Adaptive Statistical Methods: Tests of Significance and Confidence Intervals. Thomas W. O'Gorman***by*Lenth, Russell V.**1728-1728 Functional Analysis for Probability and Stochastic Processes: An Introduction. Adam Bobrowski***by*Bingham, N.H.**1728-1729 SAS for Monte Carlo Studies: A Guide for Quantitative Researchers. Xitao Fan, Akos Felsovalyi, Stephen A. Sivo, and Sean C. Keenan***by*Allen, Jeff M.**1729-1730 Missing Data and Small-Area Estimation: Modern Analytical Equipment for the Survey Statistician. Nicholas T. Longford***by*Pratesi, Monica & Salvati, Nicola**1730-1730 Kernel Methods for Pattern Analysis. John Shawe-Taylor and Nello Cristianini***by*Last, M.**1730-1731 Introductory Econometrics: Using Monte Carlo Simulation With Microsoft Excel. Humberto Barreto and Frank M. Howland***by*Wiegand, Ryan E.**1731-1731 Binomial Models in Finance. John van der Hoek and Robert J. Elliott***by*Chiu, Wai F.**1731-1732 Quantitative Risk Management: Concepts, Techniques, and Tools. Alexander J. McNeil, Rudiger Frey, and Paul Embrechts***by*Anderson-Cook, Christine M.**1732-1732 Forecasting: Practice and Process for Demand Management. Hans Levenbach and James P. Cleary***by*Davis, Ginger M.**1732-1733 Bayesian Statistics and Marketing. Peter Rossi, Greg Allenby, and Rob McCulloch***by*Annis, David H.**1733-1734 Statistical Modelling in Glim4 (2nd ed.). Murray Aitkin, Brian Francis, and John Hinde***by*Hall, Daniel B.**1734-1734 Statistical Monitoring of Clinical Trials: Fundamentals for Investigators. Lemuel A. Moye***by*Sinha, Debajyoti**1734-1735 Handbook of Exponential and Related Distributions for Engineers and Scientists. Nabendu Pal, Chun Jin, and Wooi K. Lim***by*Annis, Charles

### June 2006, Volume 101

**409-423 How Many People Do You Know in Prison?: Using Overdispersion in Count Data to Estimate Social Structure in Networks***by*Zheng, Tian & Salganik, Matthew J. & Gelman, Andrew**424-434 Conditional Inference Methods for Incomplete Poisson Data With Endogenous Time-Varying Covariates: Emergency Department Use Among HIV-Infected Women***by*Roy, Jason & Alderson, Don & Hogan, Joseph W. & Tashima, Karen T.**435-446 A Bayesian Approach for Clustered Longitudinal Ordinal Outcome With Nonignorable Missing Data: Evaluation of an Asthma Education Program***by*Kaciroti, Niko A. & Raghunathan, Trivellore E. & Schork, M. Anthony & Clark, Noreen M. & Gong, Molly**447-459 Assessing Evidence Inconsistency in Mixed Treatment Comparisons***by*Lu, Guobing & Ades, A.E.**460-471 Specifying and Implementing Nonparametric and Semiparametric Survival Estimators in Two-Stage (Nested) Cohort Studies With Missing Case Data***by*Mark, Steven D. & Katki, Hormuzd A.**472-483 Forecasting Cause-Age Specific Mortality Using Two Random Processes***by*Park, Yousung & Choi, Jai Won & Kim, Hee-Young**484-499 Advanced Distribution Theory for SiZer***by*Hannig, J. & Marron, J.S.**500-509 Multicategory -Learning***by*Liu, Yufeng & Shen, Xiaotong**510-520 Analysis of Failure Time Data Arising From Studies With Alternating Treatment Schedules***by*Griffin, Beth Ann & Lagakos, Stephen**521-530 Bootstrap Approximations in Model Checks for Binary Data***by*Dikta, Gerhard & Kvesic, Marsel & Schmidt, Christian**531-541 Goodness-of-Fit Tests for Linear and Nonlinear Time Series Models***by*Escanciano, J. Carlos**542-553 Bent-Cable Regression Theory and Applications***by*Chiu, Grace & Lockhart, Richard & Routledge, Richard**554-568 Optimal Model Assessment, Selection, and Combination***by*Shen, Xiaotong & Huang, Hsin-Cheng**569-577 Incorporating Additional Information to Normal Linear Discriminant Rules***by*Fernandez, Miguel A. & Rueda, Cristina & Salvador, Bonifacio**578-590 Random Forests and Adaptive Nearest Neighbors***by*Lin, Yi & Jeon, Yongho**591-603 Semiparametric Normal Transformation Models for Spatially Correlated Survival Data***by*Li, Yi & Lin, Xihong**604-618 Non-Gaussian Bayesian Geostatistical Modeling***by*Palacios, M. Blanca & Steel, Mark F.J.**619-629 On the Large-Sample Minimal Coverage Probability of Confidence Intervals After Model Selection***by*Kabaila, Paul & Leeb, Hannes**630-643 On Sliced Inverse Regression With High-Dimensional Covariates***by*Zhu, Lixing & Miao, Baiqi & Peng, Heng**644-653 Bounded-Influence Robust Estimation in Generalized Linear Latent Variable Models***by*Moustaki, Irini & Victoria-Feser, Maria-Pia**654-669 Outlier Detection in Multivariate Time Series by Projection Pursuit***by*Galeano, Pedro & Pena, Daniel & Tsay, Ruey S.**670-684 Semiparametric Transformation Models for Survival Data With a Cure Fraction***by*Zeng, Donglin & Yin, Guosheng & Ibrahim, Joseph G.**685-700 Inference in Semiparametric Dynamic Models for Binary Longitudinal Data***by*Chib, Siddhartha & Jeliazkov, Ivan**701-711 Nonparametric Density Estimation From Covariate Information***by*Elmore, Ryan T. & Hall, Peter & Troynikov, Vladimir S.**712-721 Estimating Mean Dimensionality of Analysis of Variance Decompositions***by*Liu, Ruixue & Owen, Art B.**722-736 Testing for Covariate Effects in the Fully Nonparametric Analysis of Covariance Model***by*Wang, Lan & Akritas, Michael G.**737-746 On -Equivalence With the Best in k-Sample Models***by*Finner, H. & Strassburger, K.**747-759 Optimal Designs for DoseResponse Models With Restricted Design Spaces***by*Biedermann, Stefanie & Dette, Holger & Zhu, Wei**760-772 Bayesian Sample Size Determination for Case-Control Studies***by*M'Lan, Cyr Emile & Joseph, Lawrence & Wolfson, David B.**786-794 A Class of Latent Marginal Models for CaptureRecapture Data With Continuous Covariates***by*Bartolucci, Francesco & Forcina, Antonio**795-811 Large-Sample Joint Posterior Approximations When Full Conditionals Are Approximately Normal: Application to Generalized Linear Mixed Models***by*Su, Chun-Lung & Johnson, Wesley O.**812-822 On the Correlation Matrix of the Discrete Fourier Transform and the Fast Solution of Large Toeplitz Systems for Long-Memory Time Series***by*Chen, Willa W. & Hurvich, Clifford M. & Lu, Yi**823-829 A Constructive Representation of Univariate Skewed Distributions***by*Ferreira, Jose T.A.S. & Steel, Mark F.J.**830-842 On Convergence and Bias Correction of a Joint Estimation Algorithm for Multiple Sinusoidal Frequencies***by*Song, Kai-Sheng & Li, Ta-Hsin**844-844 Encyclopedia of Biostatistics (2nd ed.). Peter Armitage and Theodore Colton***by*Cavanaugh, Joseph**844-845 Bayesian Models for Categorical Data. Peter Congdon***by*Annis, David H.**845-845 Probability: A Graduate Course. Allan Gut***by*Filipovic, Damir**845-846 Stochastic Inequalities and Applications. Evariste Gine, Christian Houdre, and David Nualart***by*Yor, Marc**846-846 Statistical Inference for Ergodic Diffusion Processes. Yury A. Kutoyants***by*Kiessler, Peter C.**847-847 Modeling and Inverse Problems in Image Analysis. Bernard Chalmond***by*Geman, Don**847-848 Testing Statistical Hypotheses (3rd ed.). E. L. Lehmann and Joseph P. Romano***by*Neath, Andrew A.**848-848 Inference for Change Point and Post Change Means After a CUSUM Test. Yanhong Wu***by*Dragalin, Vladimir**848-849 The Analysis of Means: A Graphical Method for Comparing Means, Rates, and Proportions. Peter R. Nelson, Peter S. Wludyka, and Karen A. F. Copeland***by*Bradstreet, Thomas E.**849-850 Statistics and Finance: An Introduction. David Ruppert***by*Zivot, Eric**850-852 Theory of Financial Risk and Derivative Pricing: From Statistical Physics to Risk Management (2nd ed.). Jean-Philippe Bouchaud and Marc Potters***by*Breymann, Wolfgang**852-853 Nonparametric Statistical Methods for Complete and Censored Data. M. M. Desu and D. Raghavarao***by*Pena, Edsel A.**853-854 Design and Analysis of Experiments, Vol. 2: Advanced Experimental Design. Klaus Hinkelmann and Oscar Kempthorne***by*Kerr, Kathleen F.**854-854 Estimation in Surveys With Nonresponse. Carl-Erik Sarndal and Sixten Lundstrom***by*Ruiz Espejo, Mariano & Delgado Pineda, Miguel**854-855 Clustering for Data Mining: A Data Recovery Approach. Boris Mirkin***by*Buttrey, Samuel E.**855-855 An Introduction to Bioinformatics Algorithms. Neil C. Jones and Pavel A. Pevzner***by*Miller, Webb**855-856 Statistics for Microarrays: Design, Analysis and Inference. Ernst Wit and John McClure***by*Davis, J. Wade**856-857 Computational Statistics. Geof H. Givens and Jennifer A. Hoeting***by*Jones, Galin L.**857-857 Developing Statistical Software in Fortran 95. David R. Lemmon and Joseph L. Schafer***by*Ihaka, Ross**857-858 An R and S-Plus Companion to Multivariate Analysis. Brian S. Everitt***by*Lund, Ulric J.**858-858 Analysis of Clinical Trials Using SAS: A Practical Guide. Alex Dmitrienko, Geert Molenberghs, Christy Chuang-Stein, and Walter Offen***by*Durkalski, Valerie L.**860-861 Correction to Censored Regression Quantiles by S. Portnoy, 98 (2003), 10011012***by*Neocleous, Tereza & Branden, Karlien Vanden & Portnoy, Stephen

### March 2006, Volume 101

**1-8 Inverse Decision Theory: Characterizing Losses for a Decision Rule With Applications in Cervical Cancer Screening***by*Swartz, Richard J. & Cox, Dennis D. & Cantor, Scott B. & Davies, Kalatu & Follen, Michele**9-17 Bayesian Model Averaging With Applications to Benchmark Dose Estimation for Arsenic in Drinking Water***by*Morales, Knashawn H. & Ibrahim, Joseph G. & Chen, Chien-Jen & Ryan, Louise M.**18-29 A Quantitative Study of Gene Regulation Involved in the Immune Response of Anopheline Mosquitoes: An Application of Bayesian Hierarchical Clustering of Curves***by*Heard, Nicholas A. & Holmes, Christopher C. & Stephens, David A.**30-40 Quality Control and Robust Estimation for cDNA Microarrays With Replicates***by*Gottardo, Raphael & Raftery, Adrian E. & Yeung, Ka Yee & Bumgarner, Roger E.**41-50 Estimation of Expression Indexes for Oligonucleotide Arrays Using the Singular Value Decomposition***by*Hu, Jianhua & Wright, Fred A. & Zou, Fei**51-64 Causal Vaccine Effects on Binary Postinfection Outcomes***by*Hudgens, Michael G. & Halloran, M. Elizabeth**65-77 Piecewise Constant Cross-Ratio Estimation for Association of Age at a Marker Event and Age at Menopause***by*Nan, Bin & Lin, Xihong & Lisabeth, Lynda D. & Harlow, Sioban D.**78-88 Adaptive Thresholds: Monitoring Streams of Network Counts***by*Lambert, Diane & Liu, Chuanhai**89-104 Likelihood-Based Inference on Haplotype Effects in Genetic Association Studies***by*Lin, D.Y. & Zeng, D.**104-106 Comment***by*Sabatti, Chiara**107-108 Comment***by*Satten, Glen A. & Allen, Andrew S. & Epstein, Michael P.**108-111 Comment***by*Chatterjee, Nilanjan & Spinka, Christine & Chen, Jinbo & Carroll, Raymond J.**111-114 Comment***by*Tzeng, Jung-Ying & Roeder, Kathryn**114-115 Comment***by*Li, Hongzhe**116-118 Rejoinder***by*Lin, D.Y. & Zeng, D.**119-137 Prediction by Supervised Principal Components***by*Bair, Eric & Hastie, Trevor & Paul, Debashis & Tibshirani, Robert**138-156 Convexity, Classification, and Risk Bounds***by*Bartlett, Peter L. & Jordan, Michael I. & McAuliffe, Jon D.**157-167 Objective Bayesian Variable Selection***by*Casella, George & Moreno, Elias**168-178 Variable Selection for Model-Based Clustering***by*Raftery, Adrian E. & Dean, Nema**179-194 Order-Based Dependent Dirichlet Processes***by*Griffin, J.E. & Steel, M.F.J.**195-204 Partial Linear Regression Models for Clustered Data***by*Chen, Kani & Jin, Zhezhen**205-210 A Note on Lack-of-Fit Tests for Linear Models Without Replication***by*Su, Zhaohui & Yang, Shie-Shien**211-222 Improved Estimation of Dissimilarities by Presmoothing Functional Data***by*Hitchcock, David B. & Casella, George & Booth, James G.**223-239 Structural Break Estimation for Nonstationary Time Series Models***by*Davis, Richard A. & Lee, Thomas C.M. & Rodriguez-Yam, Gabriel A.**240-253 Discrimination of Locally Stationary Time Series Based on the Excess Mass Functional***by*Chandler, Gabriel & Polonik, Wolfgang**254-269 Fiducial Generalized Confidence Intervals***by*Hannig, Jan & Iyer, Hari & Patterson, Paul**270-277 Parameter Estimation for the Truncated Pareto Distribution***by*Aban, Inmaculada B. & Meerschaert, Mark M. & Panorska, Anna K.**278-291 Sample Size Determination for Robust Bayesian Analysis***by*De Santis, Fulvio**292-300 High-Breakdown Inference for Mixed Linear Models***by*Copt, Samuel & Victoria-Feser, Maria-Pia**301-311 Estimation of Finite Population Domain Means: A Model-Assisted Empirical Best Prediction Approach***by*Jiang, Jiming & Lahiri, P.**312-320 Replication Variance Estimation for Two-Phase Stratified Sampling***by*Kim, Jae Kwang & Navarro, Alfredo & Fuller, Wayne A.**321-331 Distribution of the Length of the Longest Significance Run on a Bernoulli Net and Its Applications***by*Chen, Jihong & Huo, Xiaoming**332-340 Count Data Distributions: Some Characterizations With Applications***by*Puig, Pedro & Valero, Jordi**341-354 Global Validation of Linear Model Assumptions***by*Pena, Edsel A. & Slate, Elizabeth H.**355-367 Clustering Categorical Data Based on Distance Vectors***by*Zhang, Peng & Wang, Xiaogang & Song, Peter X.K.**368-386 A Reference-Free Cuscore Chart for Dynamic Mean Change Detection and a Unified Framework for Charting Performance Comparison***by*Han, Dong & Tsung, Fugee**388-389 Gaussian Markov Random Fields: Theory and Applications. Harvard Rue and Leonhard Held***by*Yan, Jun**389-340 Statistical Methods for Spatial Data Analysis. Oliver Schabenberger and Carol A. Gotway***by*Zhu, Jun**390-391 Multivariate t Distributions and Their Applications. Samuel Kotz and Saralees Nadarajah***by*McNeil, Alexander J.M.**391-391 Probability Matching Priors: Higher Order Asymptotics. Gauri Sankar Datta and Rahul Mukerjee***by*Rousseau, Judith**391-392 Constrained Statistical Inference: Inequality, Order, and Shape Restrictions. Mervyn J. Silvapulle and Pranab K. Sen***by*Micheas, Athanasios**392-393 Measurement Error and Misclassification in Statistics and Epidemiology. Paul Gustafson***by*Spiegelman, Donna**393-393 Statistical Methods in Bioinformatics: An Introduction (2nd ed.). Warren J. Ewens and Gregory Grant***by*Zheng, W. Jim**393-394 A Modern Introduction to Probability and Statistics: Understanding Why and How. F. M. Dekking, C. Kraaikamp, H. P. Lopuhaa, and L. E. Meester***by*Devore, Jay**394-395 Mathematical Statistics With Applications. Asha Seth Kapadia, Wenyaw Chan, and Lemuel Moye***by*Pepple Williamson, Patricia