Faculty Profile

Statistics Faculty

Michael Larsen

M.A., Ph.D. Harvard University, Statistics

B.A., Harvard College, Mathematics cum laude


Courses I Teach

Introductory Statistics, Biostatistics, Probability, Mathematical Statistics, Regression, Data Analysis, Readings and Research in Statistics, and Statistical Topics


Interests and Areas of Research

Data Analysis, Statistical modeling, Survey sampling, Missing data, Record linkage and administrative data, Bayesian methods, Hierarchical models, Confidentiality, and Teaching Statistics


Professional Experience

2017-present, Professor of Mathematics and Statistics, Saint Michael’s College

2009-2017, Department of Statistics and Biostatistics Center, George Washington University

2003-2009, Dept. of Statistics and Center for Survey Statistics & Methodology, Iowa State University

1999-2003, Department of Statistics and National Opinion Research Center, The University of Chicago

1997-1999, Department of Statistics, Harvard University

1996-1997, Department of Statistics, Stanford University

Various summers, Mathematical Statistician, U.S. Census Bureau

1995 – present, Statistical Consultant, http://larsenstatistics.com

 

SELECT PUBLICATIONS

Sun, W., Larsen, M.D., and Lachin, J.M. (2014). Methods for a Longitudinal Quantitative Outcome With a Multivariate Gaussian Distribution Multi-dimensionally Censored by Therapeutic Intervention. Statistics in Medicine. 33(8): 1288-1306.

Paik, M., and Larsen, M.D. (2014). Handling nonignorable nonresponse with respondent modeling and the SIR algorithm. Journal Statistical Planning and Inference. 145: 179-189.

Larsen, M.D., Wakim, A.F., Rottach, R., and Cheng, Y. (2013). Nonparametric Comparisons of Current Population Survey Panel Estimates. Chance. 26(4): 35-41.

Larsen, M.D., and Huckett, J. (2012). Multimethod Synthetic Data Generation for Confidentiality and Measurement of Disclosure Risk. International Journal of Information Privacy, Security and Integrity. 1(2/3): 184-204.

Larsen, M.D. (2011). Discussion of “Calibrated Bayes". Statistical Science, 26(2): 175-178.

Barnes, S.A., Larsen, M.D., Schroeder, D.R., Hanson, A., and Decker, P.A. (2010). Missing data assumptions and methods in a smoking cessation study. Addiction, 105, 3, 431-437.

Lavelle, B., Larsen, M.D., and Gundersen, C. (2009). RESEARCH SYNTHESIS: Research strategies for surveys of American Indians. Public Opinion Quarterly. 73: 385-403.

Larsen, M.D. (2008). Discussion of “Modeling and Predicting Probabilities with Outlooks": Prior information as prior observations and a mixture model. Statistica Sinica, 18, n1, 69-75.

Larsen, M.D., and Lu, L. (2007). Comment on “Bayesian Checking of the Second Level of Hierarchical Models" by Bayarri and Castellanos: Cross-validated Posterior Predictive Checks Using Discrepancy Measures. Statistical Science, 22, n3, 359-362.

Larsen, M.D. (2007). Internet Companion for Statistics: Guide and Activities for the Web, second edition, Duxbury Press.

Lahiri, P., and Larsen, M.D. (2005). Regression analysis with linked data. Journal of the American Statistical Association, 100, 222-230.

Larsen, M.D. (2004). Record linkage using finite mixture models. Applied Bayesian Modeling and Causal Inference from Incomplete-Data Perspectives, A. Gelman and X-L. Meng, editors. 309-318.

Larsen, M.D. (2003). Estimation of small-area proportions using covariates and survey data. Journal of Statistical Planning and Inference, 112 (1-2), 89 - 98.

Larsen, M.D., and Rubin, D.B. (2001). Iterative automated record linkage using mixture models. Journal of the American Statistical Association, 96, 32-41.

Chattopadhyay, M., Lahiri, P., Larsen, M.D., and Reimnitz, J. (1999). Composite estimation of drug prevalences for sub-state areas. Survey Methodology, 25, 81-86.

Hsieh, F.Y., Bloch, D.A., and Larsen, M.D. (1998). A simple method for sample size calculation for linear and logistic regression. Statistics in Medicine, 17, 1623-1634.

 

 

 

 

 

 

 

I was born in Lincoln, Nebraska, and attended Lincoln East High School, where I played cello, studied German, and participated in debate. For college I attended Harvard. I played cello in the Harvard-Radcliffe Orchestra and studied math, Russian, a bit of statistics, and a liberal arts mix of topics.  I remained at Harvard for graduate school in statistics during which time I worked summers at the U.S. Census Bureau. My doctoral dissertation topic was on statistical mixture models and their estimation with application to record linkage problems at Census and a Harvard psychology study on infants (clustering based on responses to novel stimuli) . While at The University of Chicago as a senior lecturer, I met my wife Alice. We moved to Iowa and Maryland before coming to Vermont in 2017. We have three children, Lily, Chelsea, and Max, and live in Essex. My wife and I had brief experiences in Vermont before we knew each other, but our first encounter with the state together was through a small statistics workshop on total survey error in Stowe. Subsequently my daughters have attended Farm & Wilderness camps in Plymouth for several summers. I look forward to becoming part of the St. Michael’s community and working to develop Statistics and Data Science here.


Honors and Selected Service

President, Washington Statistical Society, 2016-17

Chair, Survey Research Methods Section, American Statistical Association, 2016

Chief Statistician, Diabetes Prevention Program Outcomes Study (DPPOS), 2015-17

ASA Fellows Committee, 2015-17

NIH Biostatistical Methods and Research Design Study Section, 2013-16

Fellow, American Statistical Association, 2012

Distinguished Scholar, U.S. Census Bureau, 2012

Program Chair, Survey Research Methods Section, American Statistical Association, 2012

President, Sigma Xi chapter at George Washington University, 2011-14

Elected Member, International Statistical Institute, 2010

National Academy of Sciences (NAS) Panel on Census 2010, 2009-14, Standing Committee 2015-2017

Education Officer, Survey Research Methods Section, American Statistical Association, 2009-11

Executive Editor, Chance Magazine, 2008-10

Associate Editor, Annals of Applied Statistics, 2007 - present

Council of Sections Representative, Survey Research Methods Section, American Statistical Association, 2006-8

Faculty Senate Representative, Department of Statistics, Iowa State University, 2007-9

LAS Assembly Representative, Department of Statistics, Iowa State University, 2006-7

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