# 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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### January 2003, Volume 98

**671-678 Optimality, Variability, Power: Evaluating Response-Adaptive Randomization Procedures for Treatment Comparisons***by*Hu, Feifang & Rosenberger, William F.**679-686 Robust and Efficient Designs for the Michaelis-Menten Model***by*Dette, Holger & Biedermann, Stefanie**687-692 Characterizing Additively Closed Discrete Models by a Property of Their Maximum Likelihood Estimators, With an Application to Generalized Hermite Distributions***by*Puig, Pedro**693-702 On the Comparison of Reliability Experiments Based on the Convolution Order***by*Shaked, Moshe & Suarez-Llorens, Alfonso**703-715 Multiple Imputation for Incomplete Data With Semicontinuous Variables***by*Javaras, Kristin N. & Van Dyk, David A.**716-723 The Mean Squared Error of Small Area Predictors Constructed With Estimated Area Variances***by*Wang, Junyuan & Fuller, Wayne A.**724-734 On psi-Learning***by*Shen, Xiaotong & Tseng, George C. & Zhang, Xuegong & Wong, Wing Hung**735-740 A Bayesian Solution for a Statistical Auditing Problem***by*Meeden, Glen**741-749 Likelihood-Based Inference in Some Continuous Exponential Families With Unknown Threshold Parameters***by*Dubinin, Thomas Michael & Vardeman, Stephen Bruce**750-763 Finding the Number of Clusters in a Dataset: An Information-Theoretic Approach***by*Sugar, Catherine A. & James, Gareth M.**765-766 Geographically Weighted Regression. A. Stewart Fotheringham, Chris Brundson, and Martin Charlton***by*Zimmerman, Dale**766-767 A First Course in Linear Model Theory. Nalini Ravishanker and Dipak K. Dey***by*Morgan, J.P.**767-768 Hierarchical Linear Models: Applications and Data Analysis Methods (2nd ed.). Stephen W. Raudenbush and Anthony S. Bryk***by*Davidian, Marie**768-769 Predictions in Time Series Using Regression Models. Frantisek Stulajter***by*Fuentes, Montserrat**769-769 Martingales and Markov Chains: Solved Exercises and Elements of Theory. Paolo BALDI, Laurent MAZLIAK, and Pierre PRIOURET***by*Embrechts, Paul**770-771 Algorithms for Worst-Case Design and Applications to Risk Management. Berc Rustem and Melendres Howe***by*Luthi, Hans-Jakob**771-772 Analysis of Failure and Survival Data. Peter J. Smith***by*Betensky, Rebecca A.**772-773 Elements of Computational Statistics. James E.Gentle***by*Lee, Herbert K.H.**773-773 Longitudinal Data and SAS: A Programmer's Guide. Ron Cody***by*Clarke, William R.**774-774 Clinical Trials. Lelia Duley and Barbara Farrell (Eds.)***by*Lindsey, Jane**775-776 Logit and Probit: Ordered and Multinomial Models. Vani K. Borooah***by*Winship, Christopher**776-777 Multivariate Statistical Modelling Based on Generalized Linear Models (2nd ed.). Ludwig FAHRMEIR and Gerhard TUTZ***by*Chappell, Rick**781-788 Statistical Models and Bioterrorism: Application to the U.S. Anthrax Outbreak***by*Brookmeyer R. & Blades N.**789-795 Multidimensional Residual Analysis of Point Process Models for Earthquake Occurrences***by*Schoenberg F.P.**796-806 Infilling Sparse Records of Spatial Fields***by*Johns C.J. & Nychka D. & Kittel T.G.F. & Daly C.**807-817 Multiple Edit/Multiple Imputation for Multivariate Continuous Data***by*Ghosh-Dastidar B. & Schafer J.L.**818-828 Assessing Variability Due to Race Bridging: Application to Census Counts and Vital Rates for the Year 2000***by*Schenker N.**829-838 Forecast Uncertainties in Macroeconomic Modeling: An Application to the U.K. Economy***by*Garratt A. & Lee K. & Pesaran M.H. & Shin Y.**839-849 Bayesian Modeling and Forecasting of Intraday Electricity Load***by*Cottet R. & Smith M.**850-858 Profiling Placebo Responders by Self-Consistent Partitioning of Functional Data***by*Tarpey T. & Petkova E. & Ogden R.T.**859-867 Characterizing the Progression of Viral Mutations Over Time***by*Foulkes A.S. & De Gruttola V.**868-878 A Method for Normalizing Microarrays Using Genes That Are Not Differentially Expressed***by*Reilly C. & Wang C. & Rutherford M.**879-899 Frequentist Model Average Estimators***by*Hjort N.L. & Claeskens G.**900-916 The Focused Information Criterion***by*Claeskens G. & Hjort N.L.**917-919 Discussion: Inference and Interpretability Considerations in Frequentist Model Averaging and Selection***by*Shen X. & Dougherty D.P.**919-921 Discussion***by*Johnson W.O.**922-925 Discussion***by*Ishwaran H. & Rao J.S.**925-928 Discussion***by*Cook D. & Li L.**928-930 Discussion: Improved, Corrected, and Profiled Focused Information Criteria***by*Tsai C-L.**931-938 Discussion: Performance of Bayesian Model Averaging***by*Raftery A.E. & Zheng Y.**938-945 Rejoinder***by*Hjort N.L. & Claeskens G.**946-954 Directional Rates of Change Under Spatial Process Models***by*Banerjee S. & Gelfand A.E. & Sirmans C.F.**955-967 Adaptive Estimators and Tests of Stationary and Nonstationary Short- and Long-Memory ARFIMA-GARCH Models***by*Ling S.**968-979 Using the Bootstrap to Select One of a New Class of Dimension Reduction Methods***by*Ye Z. & Weiss R.E.**980-992 More Efficient Local Polynomial Estimation in Nonparametric Regression With Autocorrelated Errors***by*Xiao Z. & Linton O.B. & Carroll R.J. & Mammen E.**993-1000 Mobius-Like Mappings and Their Use in Kernel Density Estimation***by*Clements A. & Hurn S. & Lindsay K.**1001-1012 Censored Regression Quantiles***by*Portnoy S.**1013-1022 A Lack-of-Fit Test for Quantile Regression***by*He X. & Zhu L-X.**1023-1034 A Latent Variable Model of Segregation Analysis for Ordinal Traits***by*Zhang H. & Feng R. & Zhu H.**1035-1051 Determining Inheritance Distributions via Stochastic Penetrances***by*Hossjer O.**1052-1062 Information Recovery in a Study With Surrogate Endpoints***by*Chen S.X. & Leung D.H.Y. & Qin J.**1063-1078 Estimating Cure Rates From Survival Data: An Alternative to Two-Component Mixture Models***by*Tsodikov A.D. & Ibrahim J.G. & Yakovlev A.Y.**1080-1080 Annotated Readings in the History of Statistics. H. A. David and A. W. F. Edwards***by*Strawderman W.E.**1082-1083 Principal Component Analysis (2nd Ed.). I. T. Jolliffe***by*Timmerman M.E.**1084-1085 The Statistical Analysis of Failure Time Data (2nd Ed.). John D. Kalbfleisch and Ross L. Prentice***by*Borgan O.**1085-1086 Elements of Applied Stochastic Processes (3rd Ed.). U. Narayan Bhat and Gregory K. Miller***by*Lund R.B.**1086-1087 An Introduction to Generalized Linear Models (2nd Ed.). Annette J. Dobson***by*Lang J.B.**1087-1087 Debugging SAS Programs: a Handbook of Tools and Techniques. Michele M. Burlew***by*Bassett R.**774-775 Introduction to Nonparametric Item Response Theory. Klaas Sijtsma and Ivo W. Molenaar***by*Habing, Brian**773-774 Analyzing Medical Data Using S-PLUS. Brian Everitt and Sophia Rabe-Hesketh***by*Dawson, Jeffrey D.**771-771 Subjective Probability Models for Lifetimes. Fabio Spizzichino***by*Chaganty, N. Rao**769-770 Panel Data Econometrics: Method-of-Moments and Limited Dependent Variables. Myoung-Jae LEE***by*Baltagi, Badi H.**765-765 Testing for Normality. Henry C. Thode, Jr***by*Kafadar, Karen**496-497 Sequential Monte Carlo Methods in Practice***by*Diaconis P.**494-494 Risk Management: Value at Risk and Beyond***by*Rheinlander T.**493-493 Maximum Penalized Likelihood Estimation, Vol. I: Density Estimation***by*Karr A.F.**492-493 Binomial Distribution Handbook for Scientists and Engineers***by*Lenth R.V.**489-489 Learning With Kernels: Support Vector Machines, Regularization, Optimization, and Beyond***by*Williams C.K.I.**258-258 Advanced Linear Modeling (2nd ed.)***by*Hall D.B.**254-254 Conducting Meta Analysis Using SAS***by*Cleary R.J.**251-251 Biostatistical Methods in Epidemiology***by*Duval S.**249-250 Topics in Optimal Design***by*Notz W.I.**248-249 Statistical Methods for the Analysis of Repeated Measurements***by*Moeschberger M.L.**1084-1084 A Distribution-Free Theory of Nonparametric Regression. Laszlo Gyorfi, Michael Kohler, Adam Krzyzak, and Harro Walk***by*Prewitt K.A.**1082-1082 Multivariate Dispersion, Central Regions and Depth: the Lift Zonoid Approach. Karl Mosler***by*Joe H.**1080-1082 Contemporary Statistical Models for the Plant and Soil Sciences. Oliver Schabenberger and Francis J. Pierce***by*Daniels M.

### June 2002, Volume 97

**369-380 Stochastic Declustering of Space-Time Earthquake Occurrences***by*Zhuang J. & Ogata Y. & Vere-Jones D.**381-388 Hierarchical Bayesian Nonresponse Models for Binary Data From Small Areas With Uncertainty About Ignorability***by*Nandram B. & Choi J.W.**389-397 Estimation of Waning Vaccine Efficacy***by*Kanaan M.N. & Farrington C.P.**398-408 A Nonparametric Test of Gene Region Heterogeneity Associated With Phenotype***by*Kowalski J. & Pagano M. & DeGruttola V.**409-419 Empirical Bayes and Item-Clustering Effects in a Latent Variable Hierarchical Model: A Case Study From the National Assessment of Educational Progress***by*Scott S.L. & Ip E.H.**420-431 The Effect of Duration and Delay of Licensure on Risk of Crash: A Bayesian Analysis of Repeated Time-To-Event Measures***by*Elliott M.R. & Raghunathan T.E. & Shope J.T.**432-442 Multiple-Output Production With Undesirable Outputs: An Application to Nitrogen Surplus in Agriculture***by*Fernandez C. & Koop G. & Steel M.F.J.**443-471 Sieve Bootstrap With Variable-Length Markov Chains for Stationary Categorical Time Series***by*Buhlmann P.**472-481 Corrected Score Estimation via Complex Variable Simulation Extrapolation***by*Novick S.J. & Stefanski L.A.**482-493 Marginal Longitudinal Nonparametric Regression: Locality and Efficiency of Spline and Kernel Methods***by*Welsh A.H. & Lin X. & Carroll R.J.**494-507 Locally Efficient Estimation of a Multivariate Survival Function in Longitudinal Studies***by*van der Laan M.J. & Hubbard A.E. & Robins J.M.**508-513 Detecting the Presence of Mixing with Multiscale Maximum Likelihood***by*Walther G.**514-522 Semiparametric Mixed-Effects Models for Clustered Failure Time Data***by*Cai T. & Cheng S.C. & Wei L.J.**523-534 Estimating a Changepoint, Boundary, or Frontier in the Presence of Observation Error***by*Hall P. & Simar L.**535-543 Efficient Estimation of Quadratic Finite Population Functions in the Presence of Auxiliary Information***by*Sitter R.R. & Wu C.**544-552 Sample Correlation Coefficients Based on Survey Data Under Regression Imputation***by*Shao J. & Wang H.**553-564 An Exact Multivariate Model-Based Structural Decomposition***by*Casals J. & Jerez M. & Sotoca S.**565-576 Double-Semiparametric Method for Missing Covariates in Cox Regression Models***by*Chen H.Y.**577-589 Estimating the Expected Total Number of Events in a Process***by*Maller R.A. & Sun L. & Zhou X.**590-600 Nonseparable, Stationary Covariance Functions for Space-Time Data***by*Gneiting T.**601-610 A Powerful Portmanteau Test of Lack of Fit for Time Series***by*Pena D. & Rodriguez J.**611-631 Model-Based Clustering, Discriminant Analysis, and Density Estimation***by*Fraley C. & Raftery A.E.**632-648 Combining Incompatible Spatial Data***by*Gotway C.A. & Young L.J.

### December 2001, Volume 96

**1143-1150 Statistical Meetings: View of Past, Vision of Future***by*OFallon W.M.**1151-1160 Empirical Bayes Analysis of a Microarray Experiment***by*Efron B. & Tibshirani R. & Storey J.D. & Tusher V.**1161-1170 Analysis of Data From Viral DNA Microchips***by*Amaratunga D. & Cabrera J.**1171-1183 Multivariate Receptor Modeling for Temporally Correlated Data by Using MCMC***by*Park E.S. & Guttorp P. & Henry R.C.**1184-1193 Characterization of Arsenic Occurrence in Source Waters of U.S. Community Water Systems***by*Lockwood J.R. & Schervish M.J. & Gurian P. & Small M.J.**1194-1204 Crossed Random Effect Models for Multiple Outcomes in a Study of Teratogenesis***by*Coull B.A. & Hobert J.P. & Ryan L.M. & Holmes L.B.**1205-1214 Statistical Interpretation of Species Composition***by*Billheimer D. & Guttorp P. & Fagan W.F.**1215-1222 A Bayesian Model for Detecting Acute Change in Nonlinear Profiles***by*Muller P. & Rosner G.L. & Inoue L.Y.T. & Dewhirst M.W.**1223-1231 Moment Estimation With Attrition: An Application to Economic Models***by*Abowd J.M. & Crepon B. & Kramarz F.**1232-1244 Inference for the Complier-Average Causal Effect From Longitudinal Data Subject to Noncompliance and Missing Data, With Application to a Job Training Assessment for the Unemployed***by*Yau L.H.Y. & Little R.J.**1245-1253 Matching With Doses in an Observational Study of a Media Campaign Against Drug Abuse***by*Lu B. & Zanutto E. & Hornik R. & Rosenbaum P.R.**1254-1271 Should the DEAs STRIDE Data Be Used for Economic Analyses of Markets for Illegal Drugs?***by*Horowitz J.L.**1272-1298 Semiparametric Nonlinear Mixed-Effects Models and Their Applications***by*Ke C. & Wang Y.**1299-1315 Nonparametric Estimation With Recurrent Event Data***by*Pena E.A. & Strawderman R.L. & Hollander M.**1316-1332 Bayesian Model Selection in Finite Mixtures by Marginal Density Decompositions***by*Ishwaran H. & James L.F. & Sun J.**1333-1347 Structural Tests in Additive Regression***by*Hardle W. & Sperlich S. & Spokoiny V.**1348-1360 Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties***by*Fan J. & Li R.**1361-1374 Objective Bayesian Analysis of Spatially Correlated Data***by*Berger J.O. & De Oliveira V. & Sanso B.**1375-1386 Bayesian Selection of Decomposable Models With Incomplete Data***by*Sebastiani P. & Ramoni M.**1387-1396 A Note on the Efficiency of Sandwich Covariance Matrix Estimation***by*Kauermann G. & Carroll R.J.**1397-1409 Semiparametric Bayesian Analysis of Selection Models***by*Lee J. & Berger J.O.**1410-1423 Marginal Mean Models for Dynamic Regimes***by*Murphy S.A. & van der Laan M.J. & Robins J.M.**1424-1432 Optimal Permutation Tests for the Analysis of Group Randomized Trials***by*Braun T.M. & Feng Z.**1433-1445 Cluster Identification Using Projections***by*Pena D. & Prieto F.J.**1446-1457 Weighted Semiparametric Likelihood Method for Fitting a Proportional Odds Regression Model to Data From the Case-Cohort Design***by*Yun Chen H.**1458-1468 Bayesian Semiparametric Median Regression Modeling***by*Kottas A. & Gelfand A.E.**1469-1482 Consistent Functional Methods for Logistic Regression With Errors in Covariates***by*Huang Y. & Wang C.Y.**1483-1496 One-Level Rotation Design Balanced on Time in Monthly Sample and in Rotation Group***by*Park Y.S. & Kim K.W. & Choi J.W.**1497-1505 Positive Quadrant Dependence and Marginal Modeling in Two-Way Tables With Ordered Margins***by*Bartolucci F. & Forcina A. & Dardanoni V.**1506-1521 A Bivariate Bayes Method for Improving the Estimates of Mortality Rates With a Twofold Conditional Autoregressive Model***by*Kim H. & Sun D. & Tsutakawa R.K.