Richard L. Valliant
Research Professor Emeritus/A, SRC-Survey Methodology
- valliant@umich.edu
- 734-763-9824
- 1354 ISR-Thompson
- CV (PDF)
- Google Scholar Profile
BIO
Richard Valliant has made important contributions to survey methodology in the areas of imputation for missing data, variance estimation for complex survey data, record linkage, and statistical software development. In a current NSF project, Dr. Valliant studies how to implement group methods in surveys, particularly those concerning the economy, health status of the population and other applications in the social sciences.
- Chen, Jowei, Richard L. Valliant, and Michael R. Elliott. 2019. "Calibrating non-probability surveys to estimated control totals using LASSO, with an application to political polling." Journal of the Royal Statistical Society: Series C (Applied Statistics) 68(3): 657-681.
- Suzer-Gurtekin, Z. Tuba, Richard L. Valliant, Steven G. Heeringa, and Edith D. Leeuw. 2018. "Mixed-mode Surveys: Design, Estimation, and Adjustment Methods." Pp. 409-430 in Advances in Comparative Survey Methods: Multinational, Multiregional, and Multicultural Contexts (3MC), edited by Johnson, Timothy P., Pennell, Beth-Ellen, Stoop, Ineke A. L., Dorer, Brita. Hoboken, NJ: John Wiley & Sons.
- Valliant, Richard L., Jill A. Dever, and Frauke Kreuter. 2018. "Practical Tools for Designing and Weighting Survey Samples." Cham, Switzerland: Springer.
- Elliott, Michael R., and Richard L. Valliant. 2017. "Inference for Nonprobability Samples." Statistical Science 32(2): 249-264.
- Lee, Sunghee, Z. Tuba Suzer-Gurtekin, James R. Wagner, and Richard L. Valliant. 2017. "Total Survey Error and Respondent Driven Sampling: Focus on Nonresponse and Measurement Errors in the Recruitment Process and the Network Size Reports and Implications for Inferences." Journal of Official Statistics 33(2): 335-366.
- Dever, Jill A., and Richard L. Valliant. 2016. "General Regression Estimation Adjusted for Undercoverage and Estimated Control Totals." Journal of Survey Statistics and Methodology 4(3): 289-318.
- Henry, Kimberly A., and Richard L. Valliant. 2015. "A design effect measure for calibration weighting in single-stage samples." Survey Methodology 41(2): 315-331.
- Jianzhu, Li, and Richard L. Valliant. 2015. "Linear Regression Diagnostics in Cluster Samples." Journal of Official Statistics 31(1): 61-75.
- Valliant, Richard L., Jill A. Dever, and Kreuter Frauke. 2015. "Effects of Cluster Sizes on Variance Components in Two-Stage Sampling." Journal of Official Statistics 31(4): 763-782.
- Valliant, Richard L., Jill A. Dever, and Frauke Kreuter. 2015. "PracTools: Computations for Design of Finite Population Samples." R JOURNAL 7(2): 163-176. R FOUNDATION STATISTICAL COMPUTING WIRTSCHAFTSUNIVERSITAT, INST STATISTICS & MATHEMATICS, AUGASSE 2-6, WIEN, 1090, AUSTRIA.
- Gambacorta, R., M. Iannario, and Richard L. Valliant. 2014. "Design-Based Inference in a Mixture Model for Ordinal Variables for a Two Stage Stratified Design." Australian & New Zealand Journal of Statistics 56(2): 125-143.
- Lee, Sunghee, James R. Wagner, Steven G. Heeringa, and Richard L. Valliant. 2014. "Recent developments of sampling hard-to-reach populuations: An assessment." Pp. 424-444 in Hard-to-survey populations, edited by Tourangeau, Roger, Edwards, Brad, Johnson, Timothy, Wolter, Kirk, Bates, Nancy. New York: Cambridge University Press.
- Valliant, Richard L., Frost Hubbard, Sunghee Lee, and Chiungwen Chang. 2014. "Efficient Use of Commercial Lists in U.S. Household Sampling." Journal of Survey Statistics and Methodology 2(2): 182-209.
- Wagner, James R., Richard L. Valliant, Frost Hubbard, and Li Jiang. 2014. "Level-Of-Effort Paradata and Nonresponse Adjustment Models for a National Face-To-Face Survey." Journal of Survey Statistics and Methodology 2(4): 410-432.
- Valliant, Richard L., Jill A. Dever, and Frauke Kreuter. 2013. "Practical Tools for Designing and Weighting Survey Samples." Springer.
- Liao, Dan, and Richard L. Valliant. 2012. "Variance inflation factors in the analysis of complex survey data." Survey Methodology 38(1): 53-62.
- Liao, Dan, and Richard L. Valliant. 2012. "Condition indexes and variance decompositions for diagnosing collinearity in linear model analyss of survey data." Survey Methodology 38(2): 189-202.
- Li, J., and Richard L. Valliant. 2011. "Detecting Groups of Influential Observations in Linear Regression Using Survey Data-Adapting the Forward Search Method." Pakistan Journal of Statistics 27(4): 507-528.
- Li, J., and Richard L. Valliant. 2011. "Linear regression influence diagnostics for unclustered survey data." Journal of Official Statistics 27(1): 99-119.
- Schmidt, C. O., D. Alte, H. Völzke, S. Sauer, N. Friedrich, and Richard L. Valliant. 2011. "Partial misspecification of survey design features sufficed to severely bias estimates of health-related outcomes." Journal of clinical epidemiology 64(4): 416-423.
- Valliant, Richard L., and J. A. Dever. 2011. "Estimating propensity adjustments for volunteer web surveys." Sociological Methods & Research 40(1): 105-137.
- Dever, J. A., and Richard L. Valliant. 2010. "A comparison of variance estimators for poststratification to estimated control totals." Survey Methodology 36(1): 45-56.
- Valliant, Richard L., and Keith F. Rust. 2010. "Degrees of freedom approximations and rules-of-thumb." Journal of Official Statistics 26(4): 585-602.
- Valliant, Richard L., Roger Tourangeau, and J. Lent. 2010. "The role of the joint program in survey methodology in training u.s. federal statisticians." Journal of Official Statistics 26(3): 427-441.
- Valliant, Richard L., Roger Tourangeau, and Janice Lent. 2010. "The Role of the Joint Program in Survey Methodology in Training U.S. Federal Statisticians." Journal of Official Statistics 26(3): 427-441.
- Henry, K., and Richard L. Valliant. 2009. "Comparing Sampling and Estimation Strategies in Establishment Populations." Survey Research Methods 3(1): 27-44.
- Lee, Sunghee, and Richard L. Valliant. 2009. "Estimation for Volunteer Panel Web Surveys Using Propensity Score Adjustment and Calibration Adjustment." Sociological Methods & Research 37(3): 319-343.
- Li, J., and Richard L. Valliant. 2009. "Survey weighted hat matrix and leverages." Survey Methodology 35(1): 15-24.
- Valliant, Richard L. 2009. "Model-based prediction of finite population totals." Pp. 11-31 in Sample surveys : inference and analysis, edited by Pfefferman, Daniel, Rao, C. Radhakrishna. Amsterdam ; Boston: Elsevier/North-Holland.
- Dever, J., A. Rafferty, and Richard L. Valliant. 2008. "Internet Surveys: Can Statistical Adjustments Eliminate Coverage Bias?" Survey Research Methods 2(2): 47-62.
- Hofferth, Sandra, Gregory J. Welk, Margarita S. Treuth, Suzanne M. Randolph, Sally C. Curtin, and Richard L. Valliant. 2008. "Validation of a diary measure of children's physical activities." Sociological Methodology 38(1): 133-154.
- Valliant, Richard L., John M. Brick, and Jill A. Dever. 2008. "Weight Adjustments for the Grouped Jackknife Variance Estimator." Journal of official statistics 24(3): 469-488.
- Copeland, Kennon, and Richard L. Valliant. 2007. "Imputing for Late Reporting in the U.S. Current Employment Statistics Survey." Journal of Official Statistics 23(1): 69-90.
- Kim, J., J. Li, and Richard L. Valliant. 2007. "Cell Collapsing in poststratification." Survey Methodology 33(2): 139-150.
- Kreuter, Frauke, and Richard L. Valliant. 2007. "A survey on survey statistics: What is done and can be done in Stata." Stata Journal 7(1): 1-21.
- Lee, Sunghee, and Richard L. Valliant. 2007. "Post-survey weighting methods using propensity scores: A review." in Advances in Telephone Survey Methodology, edited by Lepkowski, James M. New York: John Wiley & Sons.
- Copeland, Kennon, and Richard L. Valliant. 2007. "Imputing for Late Reporting in the U.S. Current Employment Statistics Survey." Journal of Official Statistics 23(1): 69--90.
- Valliant, Richard L., John M. Brick, M. E. Jones, and Graham Kalton. 2005. "A simulation study of three methods of variance estimation with hot deck imputation." Survey Methodology 31: 151-160.
- Valliant, Richard L., and Sunghee Lee. 2005. "Economic characteristics of internet and non-internet users and implications for web-based surveys." Webuse and Society 1: 34-51.
- Winglee, Marianne, Richard L. Valliant, and Fritz Scheuren. 2005. "A case study of recorded linkage." Survey Methodology 31(1): 4-12.
- Valliant, Richard L. 2004. "The effect of multiple weight adjustments on variance estimation." Journal of Official Statistics 20(1): 1-18.
- Valliant, Richard L. 2002. "Variance estimation for the general regression estimator." Survey Methodology 28(1): 103-114.
- Dorfman, Alan H., and Richard L. Valliant. 2000. "Stratification by Size Revisited." Journal of official statistics 16(2): 139-154.
- Ernst, Lawrence R., Richard L. Valliant, and Robert J. Casady. 2000. "Permanent and Collocated Random Number Sampling and the Coverage of Births and Deaths." Journal of official statistics 16(3): 211-228.
- Valliant, Richard L., Alan H. Dorfman, and Richard M. Royall. 2000. "Finite population sampling and inference : a prediction approach." in Wiley series in probability and statistics.; Survey methodology section. New York: John Wiley.
- Winglee, Marianne, Richard L. Valliant, John M. Brick, and Steven Machlin. 2000. "Probability matching of medical events." Journal of economic and social measurement 26(2): 129-140. © IOS Press.
- Valliant, Richard L., and Alan H. Dorfman. 1998. "Superpopulation models in survey sampling." in Encyclopedia of Biostatistics, New York: John Wiley.
- Valliant, Richard L., and James E. Gentle. 1997. "An application of mathematical programming to sample allocation." Computational Statistics & Data Analysis 25(3): 337-360.
- Valliant, Richard L., James E. Gentle, and Subhash C. Narula. 1997. "Multicriteria optimization in sampling design." Pp. 411-425 in Statistics of Quality: Dedicated to Don Owens, edited by Ghosh, S., Schucany, W., Smith, Tom W. New York: Marcel Dekker.
- Valliant, Richard L. 1996. "Limitations of balanced half-sampling." Journal of Official Statistics 12: 225-240.
- Valliant, Richard L. 1996. "Discussion "resampling methods in sample surveys"." Statistics 27: 247-251.
- Valliant, Richard L., and B. Jayasuriya. 1996. "An application of restricted regression estimation to post-stratification in a household survey." Survey Methodology 22: 127-137.
- Valliant, Richard L. 1993. "Poststratification and Conditional Variance Estimation." Journal of the American Statistical Association 88(421): 89-96.
- Valliant, Richard L. 1991. "Variance Estimation for Price Indexes from a Two-Stage Sample with Rotating Panels." Journal of Business & Economic Statistics 9(4): 409-422. American Statistical Association.
- Valliant, Richard L., and Stephen Miller. 1989. "A Class of Multiplicative Estimators of Laspeyres Price Indexes." Journal of Business & Economic Statistics 7(3): 387-394. American Statistical Association.
- Valliant, Richard L. 1988. "Estimation of Laspeyres Price Indexes Using the Prediction Approach for Finite Population Sampling." Journal of Business & Economic Statistics 6(2): 189-196. American Statistical Association.
- Valliant, Richard L. 1987. "Some Prediction Properties of Balanced Half-Sample Variance Estimators in Single-Stage Sampling." Journal of the Royal Statistical Society Series B: Statistical Methodology 49(1): 68-81. Royal Statistical Society.
- Valliant, Richard L. 1987. "Generalized Variance Functions in Stratified Two-Stage Sampling." Journal of the American Statistical Association 82(398): 499-508. American Statistical Association.
- Valliant, Richard L. 1987. "Conditional Properties of Some Estimators in Stratified Sampling." Journal of the American Statistical Association 82(398): 509-519. American Statistical Association.
- Valliant, Richard L. 1985. "Nonlinear Prediction Theory and the Estimation of Proportions in a Finite Population." Journal of the American Statistical Association 80(391): 631-641. American Statistical Association.
