# American Statistical Association

# Journal of the American Statistical Association

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### 2007, Volume 102

**211-223 Transition Models for Multivariate Longitudinal Binary Data***by*Zeng, Leilei & Cook, Richard J.**224-234 Implementing Optimal Allocation in Sequential Binary Response Experiments***by*Tymofyeyev, Yevgen & Rosenberger, William F. & Hu, Feifang**235-243 Controlling Variable Selection by the Addition of Pseudovariables***by*Wu, Yujun & Boos, Dennis D. & Stefanski, Leonard A.**244-254 Extending the Akaike Information Criterion to Mixture Regression Models***by*Naik, Prasad A. & Shi, Peide & Tsai, Chih-Ling**255-268 Quantile Regression in Reproducing Kernel Hilbert Spaces***by*Li, Youjuan & Liu, Yufeng & Zhu, Ji**269-279 Power Transformation Toward a Linear Regression Quantile***by*Mu, Yunming & He, Xuming**280-292 A Sturdy Reduced-Bias Extreme Quantile (VaR) Estimator***by*Gomes, M. Ivette & Pestana, Dinis**293-304 Variance Reduction in Multiparameter Likelihood Models***by*Cheng, Ming-Yen & Peng, Liang**305-320 Stochastic Approximation in Monte Carlo Computation***by*Liang, Faming & Liu, Chuanhai & Carroll, Raymond J.**321-331 Approximate Likelihood for Large Irregularly Spaced Spatial Data***by*Fuentes, Montserrat**332-346 Empirical Likelihood Inference in Nonlinear Errors-in-Covariables Models With Validation Data***by*Stute, Winfried & Xue, Liugen & Zhu, Lixing**347-358 Robust Tests in Regression Models With Omnibus Alternatives and Bounded Influence***by*Wang, Lan & Qu, Annie**359-378 Strictly Proper Scoring Rules, Prediction, and Estimation***by*Gneiting, Tilmann & Raftery, Adrian E.**380-381 Statistics for Fission Track Analysis, Rex F. Galbraith***by*Green, Paul F.**381-381 Stochastic Processes and Models, David Stirzaker***by*Fricks, John**382-382 Statistical Analysis of Stochastic Processes in Time, J. K. Lindsey***by*Lund, Robert**383-383 Vertical Density Representations and Its Applications, Marvin D. Troutt, W. K. Pang, and S. H. Hou***by*Gentle, James E.**384-384 A Kalman Filter Primer, Randy L. Eubank***by*Myers, Kary L.**385-386 Introduction to Linear Models and Statistical Inference, Steven J. Janke and Frederick C. Tinsley***by*Eubank, Lane A.**386-386 Statistical Matching: A Frequentist Theory, Practical Applications and Alternative Bayesian Approaches, Susanne Rassler***by*Karr, Alan F.**387-388 Modeling in Medical Decision Making: A Bayesian Approach, Giovanni Parmigiani***by*Woodworth, George**388-388 Computational Genome Analysis: An Introduction, Richard C. Deonier, Simon Tavare, and Michael S. Waterman***by*Havlak, Paul**389-389 All of Nonparametric Statistics, Larry Wasserman***by*Ridgeway, Greg**390-390 Applied Choice Analysis: A Primer, David A. Hensher, John M. Rose, and William H. Greene***by*Brownstone, David**395-399 From Data to Policy: Scientific Excellence Is Our Future***by*Keller-McNulty, Sallie**400-409 Model-Assisted Estimation of Forest Resources With Generalized Additive Models***by*Opsomer, Jean D. & Breidt, F. Jay & Moisen, Gretchen G. & Kauermann, Goran**409-411 Comment***by*Ruppert, David**411-412 Comment***by*Christman, Mary C.**412-415 Comment***by*Little, Roderick J.**415-416 Rejoinder***by*Opsomer, Jean D. & Breidt, F. Jay & Moisen, Gretchen G. & Kauermann, Goran**417-431 Spatial Bayesian Variable Selection With Application to Functional Magnetic Resonance Imaging***by*Smith, Michael & Fahrmeir, Ludwig**432-441 Disability and Employment: Reevaluating the Evidence in Light of Reporting Errors***by*Kreider, Brent & Pepper, John V.**442-453 Spatiotemporal Models for Region of Interest Analyses of Functional Neuroimaging Data***by*Bowman, F. Dubois**454-463 An***by*Javaras, Kristin N. & Ripley, Brian D.**464-473 Accounting for Spatial Dependence in the Analysis of SPECT Brain Imaging Data***by*Spence, Jeffrey S. & Carmack, Patrick S. & Gunst, Richard F. & Schucany, William R. & Woodward, Wayne A. & Haley, Robert W.**474-486 Combining Information From Two Surveys to Estimate County-Level Prevalence Rates of Cancer Risk Factors and Screening***by*Raghunathan, Trivellore E. & Xie, Dawei & Schenker, Nathaniel & Parsons, Van L. & Davis, William W. & Dodd, Kevin W. & Feuer, Eric J.**487-494 Multiple Testing of General Contrasts: Truncated Closure and the Extended ShafferRoyen Method***by*Westfall, Peter H. & Tobias, Randall D.**495-506 Estimating the Null and the Proportion of Nonnull Effects in Large-Scale Multiple Comparisons***by*Jin, Jiashun & Cai, T. Tony**507-516 Shotgun Stochastic Search for***by*Hans, Chris & Dobra, Adrian & West, Mike**517-526 Multiple Hypothesis Testing by Clustering Treatment Effects***by*Dahl, David B. & Newton, Michael A.**527-537 Evaluating Prediction Rules for t-Year Survivors With Censored Regression Models***by*Uno, Hajime & Cai, Tianxi & Tian, Lu & Wei, L.J.**538-551 Partially Linear Hazard Regression for Multivariate Survival Data***by*Cai, Jianwen & Fan, Jianqing & Jiang, Jiancheng & Zhou, Haibo**552-559 Smoothed Rank Regression With Censored Data***by*Heller, Glenn**560-572 Flexible Cure Rate Modeling Under Latent Activation Schemes***by*Cooner, Freda & Banerjee, Sudipto & Carlin, Bradley P. & Sinha, Debajyoti**573-582 Sensitivity Analyses Comparing Time-to-Event Outcomes Existing Only in a Subset Selected Postrandomization***by*Shepherd, Bryan E. & Gilbert, Peter B. & Lumley, Thomas**583-594 On L1-Norm Multiclass Support Vector Machines: Methodology and Theory***by*Wang, Lifeng & Shen, Xiaotong**595-602 Scan Statistics With Weighted Observations***by*Chan, Hock Peng & Zhang, Nancy Ruonan**603-617 Determining the Number of Factors in the General Dynamic Factor Model***by*Hallin, Marc & Liska, Roman**618-631 Dynamic Integration of Time- and State-Domain Methods for Volatility Estimation***by*Fan, Jianqing & Fan, Yingying & Jiang, Jiancheng**632-641 Analysis of Longitudinal Data With Semiparametric Estimation of Covariance Function***by*Fan, Jianqing & Huang, Tao & Li, Runze**642-654 Empirical Likelihood for a Varying Coefficient Model With Longitudinal Data***by*Xue, Liugen & Zhu, Lixing**655-663 Optimal Incomplete Block Designs***by*Morgan, J.P.**664-673 Robust Model-Based and Model-Assisted Predictors of the Finite Population Total***by*Li, Yan & Lahiri, P.**674-685 Model Averaging and Dimension Selection for the Singular Value Decomposition***by*Hoff, Peter D.**686-694 High-Dimension, LowSample Size Perspectives in Constrained Statistical Inference: The SARSCoV RNA Genome in Illustration***by*Sen, Pranab K. & Tsai, Ming-Tien & Jou, Yuh-Shan**695-707 Pivotal Bootstrap Methods for k-Sample Problems in Directional Statistics and Shape Analysis***by*Amaral, G.J.A. & Dryden, I.L. & Wood, Andrew T.A.**708-717 Nonparametric Tests for Perfect Judgment Rankings***by*Frey, Jesse & Ozturk, Omer & Deshpande, Jayant V.**718-725 Smooth Location-Dependent Bandwidth Selection for Local Polynomial Regression***by*Gluhovsky, Ilya & Gluhovsky, Alexander**726-735 Semiparametric Estimation of Spectral Density With Irregular Observations***by*IM, Hae Kyung & Stein, Michael L. & Zhu, Zhengyuan**736-744 A Nonparametric Assessment of Properties of SpaceTime Covariance Functions***by*LI, Bo & Genton, Marc G. & Sherman, Michael**745-756 Jump Surface Estimation, Edge Detection, and Image Restoration***by*Qiu, Peihua**758-758 A First Course in Monte Carlo. george Fishman***by*Caffo, Brian**759-759 Pattern Recognition Algorithms for Data Mining. Sankar K. Pal and Pabitra Mitra***by*Last, M.**760-761 Generalized Additive Models: An Introduction With R. Simon N. Wood***by*Anderson-Cook, Christine M.**761-761 Nonparametric Regression Methods for Longitudinal Data Analysis. Mixed-effects Modeling Approaches: Hulin Wu and Jin-Ting Zhang***by*Crainiceanu, Ciprian M.**762-762 Theory of Preliminary Test and Stein-Type Estimation With Applications. A. K. Md. Ehsanes Saleh***by*Strawderman, William E.**763-764 Advanced Distance Sampling: Estimating Abundance of Biological Populations. S. T. Buckland, D. R. Anderson, K. P. Burnham, J. L. Laake, D. L. Borchers, and L. Thomas***by*Schweder, Tore**764-765 Exact Analysis of Discrete Data. Karim F. Hirji***by*Booth, James G.**765-765 A Modern Theory of Factorial Design. Rahul Mukerjee and C. F. Jeff Wu***by*Anderson-Cook, Christine M.**766-766 Measures, Integrals and Martingales. Rene L. Schilling***by*Lindskog, Filip**767-767 Applied Statistics for Engineers and Scientists (2nd ed.). Jay L. Devore and Nicholas R. Farnum***by*West, Webster**771-780 Subjective Likelihood for the Assessment of Trends in the Ocean's Mixed-Layer Depth***by*Rappold, Ana Grohovac & Lavine, Michael & Lozier, Susan**780-781 Comment***by*Miller, Robert N.**781-782 Comment***by*Kadane, Joseph B.**782-784 Comment***by*Wolpert, Robert L.**785-787 Rejoinder***by*Rappold, Ana Grohovac & Lavine, Michael & Lozier, Susan**788-802 Oscillations and Time Trends in Stratospheric Ozone Levels: A Functional Data Analysis Approach***by*Meiring, Wendy**803-812 Semiparametric Mixed Models for Increment-Averaged Data With Application to Carbon Sequestration in Agricultural Soils***by*Breidt, F. Jay & Hsu, Nan-Jung & Ogle, Stephen**813-823 An Analysis of the New York City Police Department's***by*Gelman, Andrew & Fagan, Jeffrey & Kiss, Alex**824-840 Bayesian Spatial Modeling of Extreme Precipitation Return Levels***by*Cooley, Daniel & Nychka, Douglas & Naveau, Philippe**841-855 A Statistical Framework of Optimal Workload Consolidation With Application to Capacity Planning for On-Demand Computing***by*Li, Ta-Hsin**856-866 Structured Measurement Error in Nutritional Epidemiology: Applications in the Pregnancy, Infection, and Nutrition (PIN) Study***by*Johnson, Brent A. & Herring, Amy H. & Ibrahim, Joseph G. & Siega-Riz, Anna Maria**867-880 Variable Selection in Regression Mixture Modeling for the Discovery of Gene Regulatory Networks***by*Gupta, Mayetri & Ibrahim, Joseph G.**881-888 Implementation of Estimating Function-Based Inference Procedures With Markov Chain Monte Carlo Samplers***by*Tian, Lu & Liu, Jun S. & Wei, L.J.**889-890 Comment***by*He, Xuming & Hu, Feifang**890-893 Comment***by*Kalbfleisch, John D. & Jiang, Wenyu**893-893 Comment***by*Ibrahim, Joseph G. & Zhu, Hongtu**896-896 Comment***by*Kosorok, Michael R. & Fine, Jason P.**897-900 Rejoinder***by*Tian, Lu & Liu, Jun & Wei, L.J.**901-912 Oracle and Adaptive Compound Decision Rules for False Discovery Rate Control***by*Sun, Wenguang & Cai, T. Tony**913-928 Detecting Sparse Signals in Random Fields, With an Application to Brain Mapping***by*Taylor, Jonathan E. & Worsley, Keith J.**929-937 Importance Sampling for Estimating p Values in Linkage Analysis***by*Shi, Jianxin & Siegmund, David & Yakir, Benny**938-951 Optimal Tests of Noncorrelation Between Multivariate Time Series***by*Hallin, Marc & Saidi, Abdessamad**952-961 Longitudinal Studies With Outcome-Dependent Follow-up: Models and Bayesian Regression***by*Ryu, Duchwan & Sinha, Debajyoti & Mallick, Bani & Lipsitz, Stuart R. & Lipshultz, Steven E.**962-973 Bayesian Curve Classification Using Wavelets***by*Wang, Xiaohui & Ray, Shubhankar & Mallick, Bani K.**974-983 Robust Truncated Hinge Loss Support Vector Machines***by*YichaoWu, & Liu, Yufeng**984-996 Functional Principal Component Regression and Functional Partial Least Squares***by*Reiss, Philip T. & Ogden, R. Todd**997-1008 On Directional Regression for Dimension Reduction***by*Li, Bing & Wang, Shaoli**1009-1024 Optimal Geostatistical Model Selection***by*Huang, Hsin-Cheng & Chen, Chun-Shu**1025-1038 Variable Selection in Finite Mixture of Regression Models***by*Khalili, Abbas & Chen, Jiahua**1039-1048 Unified LASSO Estimation by Least Squares Approximation***by*Wang, Hansheng & Leng, Chenlei**1049-1058 Sensitivity Analysis for Instrumental Variables Regression With Overidentifying Restrictions***by*Small, Dylan S.**1059-1072 Robust Modeling for Inference From Generalized Linear Model Classes***by*Noh, Maengseok & Lee, Youngjo**1074-1075 Encyclopedia of Statistical Sciences (2nd ed.). Samuel Kotz, Campbell B. Read, N. Balakrishnan, and Brani Vidakovic***by*Cavanaugh, Joseph**1075-1075 Longitudinal Data Analysis. Donald Hedeker and Robert D. Gibbons***by*Carey, Vincent J.**1076-1077 Statistical Matching: Theory and Practice. Marcello D'Orazio, Marco Di Zio, and Mauro Scanu***by*Scheuren, Fritz**1077-1077 Nonparametric Functional Data Analysis: Theory and Practice. Frederic Ferraty and Philippe Vieu***by*Greenwood, Mark**1078-1078 Measure Theory and Probability Theory. Krishna B. Athreya and Soumendra N. Lahiri***by*Kiessler, Peter C.**1079-1079 Time Series Analysis and Its Applications: With R Examples (2nd ed.). Robert H. Shumway and David S. Stoffer***by*Lund, Robert**1080-1080 Using Statistical Methods for Water Quality Management: Issues, Problems, and Solutions. Graham B. McBride***by*Manly, Bryan**1085-1102 Statistical Analysis of Diffusion Tensors in Diffusion-Weighted Magnetic Resonance Imaging Data***by*Zhu, Hongtu & Zhang, Heping & Ibrahim, Joseph G. & Peterson, Bradley S.**1102-1102 Comment***by*Schwartzman, Armin**1105-1105 Comment***by*Lazar, Nicole A.**1110-1110 Rejoinder***by*Zhu, Hongtu & Zhang, Heping & Ibrahim, Joseph G. & Peterson, Bradley S.**1114-1124 Gait-Based Human Recognition by Classification of Cyclostationary Processes on Nonlinear Shape Manifolds***by*Kaziska, David & Srivastava, Anuj**1124-1124 Comment***by*Mardia, Kanti V.**1126-1127 Comment***by*Chellappa, Rama & Veeraraghavan, Ashok**1127-1127 Rejoinder***by*Kaziska, David M. & Srivastava, Anuj**1129-1144 Local Smoothing Image Segmentation for Spotted Microarray Images***by*Qiu, Peihua & Sun, Jingran**1145-1157 A Multiresolution Hazard Model for Multicenter Survival Studies: Application to Tamoxifen Treatment in Early Stage Breast Cancer***by*Bouman, Peter & Meng, Xiao-Li & Dignam, James & Dukic, Vanja**1158-1171 Bayesian Multivariate Isotonic Regression Splines: Applications to Carcinogenicity Studies***by*Cai, Bo & Dunson, David B.**1172-1184 Testing Forecast Optimality Under Unknown Loss***by*Patton, Andrew J. & Timmermann, Allan**1185-1198 Bayesian Forecasting of an Inhomogeneous Poisson Process With Applications to Call Center Data***by*Weinberg, Jonathan & Brown, Lawrence D. & Stroud, Jonathan R.**1199-1211 On the Estimation of Disability-Free Life Expectancy: Sullivan's Method and Its Extension***by*Imai, Kosuke & Soneji, Samir**1212-1220 Incorporating Historical Control Data When Comparing Tumor Incidence Rates***by*Peddada, Shyamal D. & Dinse, Gregg E. & Kissling, Grace E.**1221-1234 High-Resolution SpaceTime Ozone Modeling for Assessing Trends***by*Sahu, Sujit K. & Gelfand, Alan E. & Holland, David M.**1235-1244 Inference of Tamoxifen's Effects on Prevention of Breast Cancer From a Randomized Controlled Trial***by*Shen, Yu & Qin, Jing & Costantino, Joseph P.**1245-1253 Bayesian Analysis of Frequency of Allelic Loss Data***by*Huang, Hanwen & Zou, Fei & Wright, Fred A.**1254-1266 Estimating Time to Event From Longitudinal Categorical Data: An Analysis of Multiple Sclerosis Progression***by*Mandel, Micha & Gauthier, Susan A. & Guttmann, Charles R.G. & Weiner, Howard L. & Betensky, Rebecca A.**1267-1271 Distance-Weighted Discrimination***by*Marron, J.S. & Todd, Michael J. & Ahn, Jeongyoun**1272-1281 False Discovery Rates for Spatial Signals***by*Benjamini, Yoav & Heller, Ruth**1282-1288 To How Many Simultaneous Hypothesis Tests Can Normal, Student's t or Bootstrap Calibration Be Applied?***by*Fan, Jianqing & Hall, Peter & Yao, Qiwei**1289-1299 Robust Linear Model Selection Based on Least Angle Regression***by*Khan, Jafar A. & Van Aelst, Stefan & Zamar, Ruben H.**1300-1308 Weighted Repeated Median Smoothing and Filtering***by*Fried, Roland & Einbeck, Jochen & Gather, Ursula**1309-1317 Sieve Maximum Likelihood Estimation for Regression Models With Covariates Missing at Random***by*Chen, Qingxia & Zeng, Donglin & Ibrahim, Joseph G.**1318-1327 Unbalanced Haar Technique for Nonparametric Function Estimation***by*Fryzlewicz, Piotr**1328-1337 A Note on Penalized Spline Smoothing With Correlated Errors***by*Krivobokova, Tatyana & Kauermann, Goran**1338-1348 Portmanteau Test of Independence for Functional Observations***by*Gabrys, Robertas & Kokoszka, Piotr**1349-1362 Multi-Scale Jump and Volatility Analysis for High-Frequency Financial Data***by*Fan, Jianqing & Wang, Yazhen**1363-1376 Rank-Based Extensions of the Brock, Dechert, and Scheinkman Test***by*Genest, Christian & Ghoudi, Kilani & Remillard, Bruno**1377-1386 A Thinned Block Bootstrap Variance Estimation Procedure for Inhomogeneous Spatial Point Patterns***by*Guan, Yongtao & Loh, Ji Meng**1387-1396 Efficient Estimation for the Accelerated Failure Time Model***by*Zeng, Donglin & Lin, D.Y.**1397-1406 Regression Analysis of Longitudinal Data in the Presence of Informative Observation and Censoring Times***by*Sun, Jianguo & Sun, Liuquan & Liu, Dandan**1407-1415 Nonparametric Association Analysis of Bivariate Competing-Risks Data***by*Cheng, Yu & Fine, Jason P. & Kosorok, Michael R.**1416-1426 Nonparametric Regression Estimation in the Heteroscedastic Errors-in-Variables Problem***by*Delaigle, Aurore & Meister, Alexander**1427-1439 Small-Area Estimation Under Informative Probability Sampling of Areas and Within the Selected Areas***by*Pfeffermann, Danny & Sverchkov, Michail**1440-1447 A Robust-Likelihood Cumulative Sum Chart***by*MacEachern, Steven N. & Rao, Youlan & Wu, Chunjie**1448-1461 Sequential Implementation of Stepwise Procedures for Identifying the Maximum Tolerated Dose***by*Cheung, Ying Kuen**1462-1471 The Multiple Adaptations of Multiple Imputation***by*Reiter, Jerome P. & Raghunathan, Trivellore E.**1473-1473 Models for Intensive Longitudinal Data. Theodore A. Walls and Joseph L. Schafer***by*Hall, Daniel B.**1474-1474 Dynamic Regression Models for Survival Data. Torben Martinussen and Thomas H. Scheike***by*Sinha, Debajyoti**1475-1475 DNA, Words and Models: Statistics of Exceptional Words. Stephane Robin, Francois Rodolphe, and Sophie Schbath***by*Davis, J. Wade**1476-1476 Probabilistic Applications of Tauberian Theorems. A. L. Yakimiv***by*Kiessler, Peter C.**1477-1477 Statistical Analysis of Environmental Space-Time Processes. Nhu D. Le and James V. Zidek***by*Hooten, Mevin B.**1478-1479 Bootstrap Techniques for Signal Processing. Abdelhak M. Zoubir and D. Robert Iskander***by*Canty, Angelo J.**1479-1479 The Theory of Response-Adaptive Randomization in Clinical Trials. Feifang Hu and William F. Rosenberger***by*Assaid, Christopher**1481-1481 Social Choice With Partial Knowledge of Treatment Response. Charles F. Manski***by*Alamar, Ben**1485-1486 A Few Remarks on***by*Bednorz, Witold & Latuszynski, Krzysztof**767-768 Biostatistics: a Bayesian Introduction. George G. Woodworth***by*Sinha, Debajyoti**766-767 Advanced Statistics from an Elementary Point of View. Michael J. Panik***by*Watnik, Mitchell**765-766 Introductory Stochastic Analysis for Finance and Insurance. X. Sheldon Lin***by*Rheinlander, Thorsten**762-763 Test Equating, Scaling, and Linking: Methods and Practices (2nd ed.). Michael J. Kolen and Robert L. Brennan***by*Boucher, Thomas R.**759-760 Robust Statistical Methods with R. Jana Jurecckova and Jan Picek***by*Tyler, David E.**758-759 Simulation Techniques in Financial Risk Management. Ngai Hang Chan and Hoi Ying Wong***by*Dias, Alexandra**389-390 Analysis of Integrated and Co-Integrated Time Series With R, Bernhard Pfaff***by*Harvill, Jane L.**388-389 Bioinformatics and Computational Biology Solutions Using R and Bioconductor, Robert Gentleman, Vincent Carey, Wolfgang Huber, Rafael Irizarry, and Sandrine Dudoit***by*Davis, J. Wade**387-387 Scientific Reasoning: The Bayesian Approach (3rd ed.), Colin Howson and Peter Urbach***by*Shafer, Glenn**384-385 Introduction to Regression Modeling, Bovas Abraham and Johannes Ledolter***by*Walker, John H.**382-383 Fractal-Based Point Processes, Steven Bradley Lowen and Malvin Carl Teich***by*Neslehova, Johanna**380-380 Weather Derivative Valuation: The Meteorological, Statistical, Financial and Mathematical Foundations, Stephen Jewson, Anders Brix, and Christine Ziehmann***by*Hinz, Juri**1479-1481 Latent Curve Models: A Structural Equation Approach. Kenneth A. Bollen and Patrick J. Curran***by*McNeil, Alexander J.**1477-1478 Analysis of Phylogenetics and Evolution With R. Emmanuel Paradis***by*Last, M.**1477-1477 Extending the Linear Model With R: Generalized Linear, Mixed Effects and Nonparametric Regression Models. Julian J. Faraway***by*Gallagher, Colin**1476-1477 Stochastic Processes in Science, Engineering, and Finance. Frank Beichelt***by*Cline, Daren B.H.**1475-1476 Operational Risks: Modeling Analytics. Harry H. Panjer***by*Ntasin, Louis N.**1475-1475 Reliability and Risk: A Bayesian Perspective. Nozer D. Singpurwalla***by*Genest, Christian**1474-1474 Introductory Statistical Inference. Nitis Mukhopadhyay***by*Banerjee, Tathagata**1473-1474 The Statistical Analysis of Interval-Censored Failure Time Data. Jianguo Sun***by*Park, Do-Hwan**1079-1080 Automatic Nonuniform Random Variate Generation. Wolfgang Hormann, Josef Leydold, and Gerhard Derflinger***by*Cowles, Mary Kathryn**1078-1079 Probabilistic Symmetries and Invariance Principles. Olav Kallenberg***by*Goldie, Charles M.**1077-1078 Point Process Theory and Applications: Marked Point and Piecewise Deterministic Processes. Martin Jacobsen***by*Schlather, Martin**1075-1076 Applied MANOVA and Discriminant Analysis (2nd ed.). Carl J. Huberty and Stephen Olejnik***by*Ghosh, Anil K.

### 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