Publications
Design Weight and Calibration In JSM 2017., Submitted.
The effect of statistical disclosure limitation on parameter estimation for a finite population." J. Survey Statistics and Methodology to appear (Submitted): to appear.
"Estimated Covariance Matrices Associated with Calibration In JSM 2017., Submitted.
Estimation of Capture Probabilities by Accounting for Sample Designs In JSM 2017., Submitted.
Evaluation of a New Approach for Estimating the Number of U.S. Farms In JSM 2017., Submitted.
"The Performance Characteristics of Three Formats for Assessing Internet Research Skills in Science." (Submitted).
"Psychometric Invariance of Online Reading Comprehension Assessment across Measurement Conditions." (Submitted).
"Restricted Multinomial Regression for a Triple-System Estimation with List Dependence In JSM 2017., Submitted.
"The World’s Simplest Survey Microsimulator (WSSM)." Journal of Official Statistics (Submitted).
"Bayesian Benchmarking of the Fay-Herriot Model Using Random Deletion." Survey Methodology (In Press).
"A Bivariate Hierarchical Bayesian Model for Estimating Cropland Cash Rental Rates at the County Level." Survey Methodology (In Press).
"Benchmarking a Triplet of Official Estimates." Environmental and Ecological Statistics 25, no. 4 (2018): 523-547.
"Bootstrap Confidence Intervals for Small Area Proportions." Journal of Survey Statistics and Methodology, no. DOI 10.1093/jssam/smy014 (2018).
"A design-sensitive approach to fitting regression models with complex survey data." In 2015 FCSM Research Conference. Statistics Surveys, 2018.
"Model-Based County-Level Crop Estimates Incorporating Auxiliary Sources of Information." Journal of the Royal Statistical Society Series A, no. DOI 10.1111/rssa.12390 (2018).
"Developments in Model-Based County Level Estimation of Agricultural Cash Rental Rates In JSM Proceedings. Survey Research Methods Section. Alexandria, VA: American Statistical Association., 2017.
Similarities and differences in constructs represented by U.S. States’ middle school writing tests and the 2007 national assessment of educational progress writing assessment." Assessing Writing Volume 33 (2017).
"Small Area Estimates for End-of-Season Agricultural Quantities In JSM Proceedings. Survey Research Methods Section. Alexandria, VA: American Statistical Association., 2017.
The Common Core Writing Standards: A descriptive study of content and alignment with a sample of former state standards." Reading Horizons (2016).
"Developments in Model-Based Estimation of County-Level Agricultural Estimates." ICES V Proceedings. Alexandria, VA: American Statistical Association (2016).
"Evaluating Record Linkage Software for Agricultural Surveys." JSM Proceedings. Survey Research Methods Section. Alexandria, VA: American Statistical Association. (2016).
"Model-based County-Level Crop Estimates Incorporating Auxiliary Sources of Information." JSM Proceedings. Survey Research Methods Section. Alexandria, VA: American Statistical Association. (2016).
"Predicting Students’ Writing Performance on the NAEP from Student- and State-level Variables." Reading & Writing: An Interdisciplinary Journal (2016).
"spMC: an R-package for 3D Lithological Reconstructions Based on Spatial Markov Chains." Computers and Geosciences 94 (2016).
"Accounting for nonignorable unit nonresponse and attrition in panel studies with refreshment samples." Journal of Survey Statistics and Methodology 3, no. 3 (2015): 265-295.
"Large-Scale Interlaboratory Study to Develop, Analytically Validate and Apply Highly Multiplexed, Quantitative Peptide Assays to Measure Cancer-Relevant Proteins in Plasma." Molecular Cell Proteomics 14, no. 9 (2015): 2357-74.
"Simultaneous Edit-Imputation for Continuous Microdata." Journal of the American Statistical Association 110 (2015): 987-999.
"Statistical disclosure limitation in the presence of edit rules." Journal of Official Statistics 31 (2015): 121-138.
"Analytical frameworks for data release: A statistical view." In Confidentiality and Data Access in the Use of Big Data: Theory and Practical Approaches. . New York City, NY: Cambridge University Press, 2014.
"A Bayesian spatio-temporal approach for real-time detection of disease outbreaks: A case study." BMC Medical Informatics and Decision Making 14 (2014).
"Big data, big results: Knowledge discovery in output from large-scale analytics." Statistical Analysis and Data Mining 7, no. 5 (2014): 404-412.
"Calibration using Constrained Smoothing with Application to Mass Spectrometry Data." Biometrics 70 (2014): 398-408.
"Confidentiality and Data Access in the Use of Big Data: Theory and Practical Approaches.", edited by J. Lane, V. Stodden, H. Nissenbaum and S. Bender. Cambridge University Press, 2014.
"Enabling statistical analysis of suppressed tabular data, in Privacy in Statistical Databases." In Lecture Notes in Computer Science, 1-10. Vol. 8744. Heidelberg: Springer, 2014.
"The generalized multiset sampler." Journal of Computational and Graphical Statistics (2014).
"Improved Normalization of Systematic Biases Affecting Ion Current Measurements in Label-free Proteomics Data." Molecular & Cellular Proteomics 13, no. 5 (2014): 1341-1351.
"Improving the Synthetic Longitudinal Business Database." Statistical Journal of the IAOS 30, no. 2 (2014): 129-135.
"Multiple imputation of missing or faulty values under linear constraints." Journal of Business Economic Statistics 32, no. 3 (2014): 375-386.
"The New Literacies of Online Research and Comprehension: Assessing and Preparing Students for the 21st Century with Common Core State Standards.", edited by S. B. Neuman and L.B. Gambrell, to appear. International Reading Association, 2014.
"QC Metrics from CPTAC Raw LC-MS/MS Data Interpreted through Multivariate Statistics." Analytical Chemistry 86 (2014): 2497 − 2509.
" "SynLBD 2.0: Improving the Synthetic Longitudinal Business Database." Statistical Journal of the International Association for Official Statistics 30 (2014): 129-135.
"Why data availability is such a hard problem." Statistical Journal of the International Association for Official Statistics 30 (2014).
"Analysis of high-dimensional structure-activity screening datasets using the optimal bit string Tree." Technomet 55 (2013): 161-173.
"Combining cohorts in longitudinal surveys." Survey Methodology 39 (2013): 149-182.
"Combining NAEP Items into a Baseline Offline Reading Assessment. U. S. Department of Education, 2013.
Construction of replicate weights for Project TALENT." In JSM Proceedings, Section on Survey Research Methods 2013., 2013.
"Design, Implementation and Multisite Evaluation of a System Suitability Protocol for the Quantitative Assessment of Instrument Performance in Liquid Chromatography-Multiple Reaction Monitoring-MS (LC-MRM-MS)." Molecular and Cellular Proteomics 12 (2013): 2623-2639.
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