# American Statistical Association

# Journal of the American Statistical Association

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### 2006, Volume 101

**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**392-393 Measurement Error and Misclassification in Statistics and Epidemiology. Paul Gustafson***by*Spiegelman, Donna**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**395-396 Probability and Computing: Randomized Algorithms and Probabilistic Analysis. Michael Mitzenmacher and Eli Upfal***by*Buot, Max**396-397 Statistical Design of Experiments With Engineering Applications. Kamel Rekab and Muzaffar Shaikh***by*Anderson-Cook, Christine M.**397-398 Semiparametric Regression for the Applied Econometrician. Adonis Yatchew***by*Trojani, Fabio**398-398 Exploring Multivariate Data With the Forward Search. Anthony C. Atkinson, Marco Riani, and Andrea Cerioli***by*Banerjee, Tathagata**399-399 Exploratory Data Mining and Data Cleaning. Tamraparni Dasu and Theodore Johnson***by*Karr, Alan F.**400-401 Handling Missing Data: Applications to Environmental Analysis. G. Latini and G. Passerini***by*Pooler, Penelope S.**401-401 Nondetects and Data Analysis: Statistics for Censored Environmental Data. Dennis R. Helsel***by*Dixon, Philip**402-403 Handbook of Epidemiology. W. Ahrens and I. Pigeot***by*Cavanaugh, Joseph**403-404 Regression Methods in Biostatistics: Linear, Logistic, Survival, and Repeated Measures Models. Eric Vittinghoff, David V. Glidden, Stephen C. Shiboski, and Charles E. McCulloch***by*Lyles, Robert H.**404-405 Epidemiology: Study Design and Data Analysis (2nd ed.). Mark Woodward***by*Davies, Simon**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**844-845 Bayesian Models for Categorical Data. Peter Congdon***by*Annis, David H.**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**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**855-855 An Introduction to Bioinformatics Algorithms. Neil C. Jones and Pavel A. Pevzner***by*Miller, Webb**856-857 Computational Statistics. Geof H. Givens and Jennifer A. Hoeting***by*Jones, Galin L.**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**863-877 Recidivism and Social Interactions***by*Sirakaya, Sibel**878-887 Testing for Racial Profiling in Traffic Stops From Behind a Veil of Darkness***by*Grogger, Jeffrey & Ridgeway, Greg**888-900 Randomization Inference With Natural Experiments: An Analysis of Ballot Effects in the 2003 California Recall Election***by*Ho, Daniel E. & Imai, Kosuke**901-910 Evaluating Kindergarten Retention Policy: A Case Study of Causal Inference for Multilevel Observational Data***by*Hong, Guanglei & Raudenbush, Stephen W.**911-923 A Hierarchical Multivariate Two-Part Model for Profiling Providers' Effects on Health Care Charges***by*Robinson, John W. & Zeger, Scott L. & Forrest, Christopher B.**924-933 Multiple Imputation of Missing Income Data in the National Health Interview Survey***by*Schenker, Nathaniel & Raghunathan, Trivellore E. & Chiu, Pei-Lu & Makuc, Diane M. & Zhang, Guangyu & Cohen, Alan J.**934-945 Bayesian Inference for a Two-Part Hierarchical Model: An Application to Profiling Providers in Managed Health Care***by*Zhang, Min & Strawderman, Robert L. & Cowen, Mark E. & Wells, Martin T.**946-958 Investigating Heterogeneity in Pneumococcal Transmission: A Bayesian MCMC Approach Applied to a Follow-up of Schools***by*Cauchemez, Simon & Temime, Laura & Guillemot, Didier & Varon, Emmanuelle & Valleron, Alain-Jacques & Thomas, Guy & Boelle, Pierre-Yves**959-967 Trees for Correlated Survival Data by Goodness of Split, With Applications to Tooth Prognosis***by*Fan, Juanjuan & Su, Xiao-Gang & Levine, Richard A. & Nunn, Martha E. & LeBlanc, Michael**968-979 Calibrated Probabilistic Forecasting at the Stateline Wind Energy Center: The Regime-Switching SpaceTime Method***by*Gneiting, Tilmann & Larson, Kristin & Westrick, Kenneth & Genton, Marc G. & Aldrich, Eric**980-990 Quantile Autoregression***by*Koenker, Roger & Xiao, Zhijie**991-994 Comment***by*Fan, Jianqing & Fan, Yingying**994-996 Comment***by*Knight, Keith**996-998 Comment***by*Hallin, Marc & Werker, Bas J.M.**998-1001 Comment***by*Hafner, Christian M. & Linton, Oliver B.**1001-1002 Comment***by*Robinson, P.M.**1002-1006 Rejoinder***by*Koenker, Roger & Xiao, Zhijie**1007-1018 Functional Variance Processes***by*Muller, Hans-Georg & Stadtmuller, Ulrich & Yao, Fang**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**1308-1309 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**1310-1311 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.**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**1317-1318 Applied Data Mining: Statistical Methods for Business and Industry. Paolo Giudici***by*Cleary, Richard J.**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.**857-857 Developing Statistical Software in Fortran 95. David R. Lemmon and Joseph L. Schafer***by*Ihaka, Ross**1449-1464 Focused Information Criteria and Model Averaging for the Cox Hazard Regression Model***by*Hjort, Nils Lid & Claeskens, Gerda**855-856 Statistics for Microarrays: Design, Analysis and Inference. Ernst Wit and John McClure***by*Davis, J. Wade**854-855 Clustering for Data Mining: A Data Recovery Approach. Boris Mirkin***by*Buttrey, Samuel E.**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**848-848 Inference for Change Point and Post Change Means After a CUSUM Test. Yanhong Wu***by*Dragalin, Vladimir**1527-1536 Empirical Bayesian Analysis for Computer Experiments Involving Finite-Difference Codes***by*Drignei, Dorin & Morris, Max D.**847-848 Testing Statistical Hypotheses (3rd ed.). E. L. Lehmann and Joseph P. Romano***by*Neath, Andrew A.**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.**845-845 Probability: A Graduate Course. Allan Gut***by*Filipovic, Damir**844-844 Encyclopedia of Biostatistics (2nd ed.). Peter Armitage and Theodore Colton***by*Cavanaugh, Joseph**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.**1719-1720 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**1721-1722 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**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**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**1730-1731 Introductory Econometrics: Using Monte Carlo Simulation With Microsoft Excel. Humberto Barreto and Frank M. Howland***by*Wiegand, Ryan E.**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.**1733-1734 Statistical Modelling in Glim4 (2nd ed.). Murray Aitkin, Brian Francis, and John Hinde***by*Hall, Daniel B.**1734-1735 Handbook of Exponential and Related Distributions for Engineers and Scientists. Nabendu Pal, Chun Jin, and Wooi K. Lim***by*Annis, Charles**404-404 Statistical Concepts and Applications in Clinical Medicine. John Aitchison, Jim W. Kay, and Ian J. Lauder. Boca Raton***by*Rosenberger, William F.**402-402 Longitudinal and Panel Data: Analysis and Applications in the Social Sciences. Edward W. Frees***by*Larsen, Michael D.**401-402 Analysis of Survey Data. R. L. Chambers and C. J. Skinner***by*Fienberg, Stephen E.**400-400 Categorical Data Analysis With SAS and SPSS Applications. Bayo Lawal, Categorical Data Analysis Using the SAS System (2nd ed.). Maura E. Stokes, Charles S. Davis, and Gary G. Koch***by*Steinley, Douglas**399-400 Exploratory Data Analysis With MATLAB. Wendy L. Martinez and Angel R. Martinez***by*Jersky, Brian**398-399 Sensitivity Analysis in Practice: A Guide to Assessing Scientific Models. Andrea Saltelli, Stefano Tarantola***by*Paruggia, Mario**397-397 Evolution of Biological Systems in Random Media: Limit Theorems and Stability. Anatoly Swishchuk and Jianhong Wu. Dordrecht***by*Karr, Alan F.