Fractional Imputation for Missing Data

Talks

1. Kang, 2006 JSM: Test of Independence with Incomplete Contingency Table. Shin-Soo Kang, Iowa State University; Kenneth Koehler, Iowa State University; Michael D. Larsen, Iowa State University. ASA Section on Statistical Computing.
2. Paik, 2006 JSM: Fractional Imputation for Missing Values in Linear Regression Models -- Minhui Paik, Iowa State University; Michael D. Larsen, Iowa State University; Shin-Soo Kang, Iowa State University. ASA Section on Survey Research Methods.
3. Larsen: Missing Data in Smoking Cessation Trials. Michael D. Larsen, Iowa State University; Sunni A. Barnes, KCI; Paul Decker, Mayo Clinic College of Medicine; Darrell Schroeder, Mayo Clinic College of Medicine; Robert Klesges, Mayo Clinic College of Medicine; Mark W. Vander Weg, Mayo Clinic College of Medicine. (2006). Biopharmaceutical Section, American Statistical Association, Seattle, Washington.
4. Paik, NSF VIGRE Discussion group on Survey and Social Statitics, ISU, October 2006
5. Larsen, ISU seminar, 10-30-06; Fractional imputation for categorical data. (2006). Iowa State University, Statistics (10/30/06).
6. Larsen, ENAR 3-12-07; Fractional imputatoin methods for missing categorical data. (2007). ENAR. Atlanta, Georgia.
7. Larsen, University of Maryland JPSM seminar with University of Michigan, 5-3-07; Fractional imputation for categorical data. (2007). University of Maryland, Joint Program in Survey Methods (5/3/07).
8. Larsen, CSNA 6-8-07; Logistic Regression using Fractional Imputation for Missing Data. (2007). CSNA. Urbana-Champaign, Illinois.
9. Kang: Partial FEFI for Incomplete Tables with Covariates - Shin-Soo Kang, Iowa State University; Kenneth Koehler, Iowa State University; Michael D. Larsen, Iowa State University, 2007 JSM, 7-30-07: slides
10. Paik: Weight Adjustments for Fractional Regression Hot Deck Imputation - Min Hui Paik, Iowa State University; Michael D. Larsen, Iowa State University, 2007 JSM, 7-29-07
11. Paik, M., Larsen, M.D. (2007). Weight Adjustments for Fractional Regression Hot Deck Imputation. 2007 Proceedings of the Survey Research Methods Section, American Statistical Association. [CD-ROM]. Alexandria, VA: American Statistical Association.
12. Larsen, M.D., and Lorenz, F.O. (2008). Imputation Methods for Missing Data in a Longitudinal Family Study. To be submitted. 2008 Proceedings of the Survey Research Methods Section, American Statistical Association. [CD-ROM]. Alexandria, VA: American Statistical Association.
13. Paik, M., and Larsen, M.D. (2008). Fractional Regression Nearest Neighbor Imputation. To be submitted. 2008 Proceedings of the Survey Research Methods Section, American Statistical Association. [CD-ROM]. Alexandria, VA: American Statistical Association.

Proceedings

1. Paik, M., Larsen, M.D., and Kang, S.S. (2006). Fractional imputation for missing values in linear regression models. 2006 Proceedings of the Survey Research Methods Section, American Statistical Association. [CD-ROM]. Alexandria, VA: American Statistical Association.
2. Larsen, M.D., Barnes, S.A., Decker, P., Schroeder, D., Klesges, R., and Van der Weg, M.W. (2006). Missing data assumptions and methods in smoking cessation trials. 2006 Proceedings of the Survey Research Methods Section, American Statistical Association. [CD-ROM]. Alexandria, VA: American Statistical Association.
3. Kang, S.S., Koehler, K.J., and Larsen, M.D. (2006c). Tests of independence with incomplete contingency tables using likelihood functions. 2006 Proceedings of the Survey Research Methods Section, American Statistical Association. [CD-ROM]. Alexandria, VA: American Statistical Association: proceedings
4. Larsen, ENAR 3-12-07; proceedings in progress; Fractional imputatoin methods for missing categorical data. (2007). ENAR. Atlanta, Georgia.
5. Partial FEFI for Incomplete Tables with Covariates - Shin-Soo Kang, Iowa State University; Kenneth Koehler, Iowa State University; Michael D. Larsen, Iowa State University, 2007 JSM, 7-30-07, Biopharmaceutical section: proceedings
6. Paik, M., Larsen, M.D. (2007). Weight Adjustments for Fractional Regression Hot Deck Imputation. 2007 Proceedings of the Survey Research Methods Section, American Statistical Association. [CD-ROM]. Alexandria, VA: American Statistical Association.
7. Larsen, M.D., and Lorenz, F.O. (2008). Imputation Methods for Missing Data in a Longitudinal Family Study. To be submitted. 2008 Proceedings of the Survey Research Methods Section, American Statistical Association. [CD-ROM]. Alexandria, VA: American Statistical Association.
8. Paik, M., and Larsen, M.D. (2008). Fractional Regression Nearest Neighbor Imputation. To be submitted. 2008 Proceedings of the Survey Research Methods Section, American Statistical Association. [CD-ROM]. Alexandria, VA: American Statistical Association.

Papers

1. Kang, S.S., Koehler, K.J., and Larsen, M.D., "Fractional imputation and tests of independence for incomplete two-way contingency tables.", Computational Statistics and Data Analysis, p. , vol. , ( ). Under revision.
2. Kang, S.S., Koehler, K.J., and Larsen, M.D., "Fractional imputation for incomplete two-way contingency tables.", Comunications in Statistics -- Theory and Methods, p. , vol. , ( ). Under revision.
3. Larsen, M.D., Barnes, S.A., Schroeder, D.R., Hanson, A., and Decker, P.A. (2007). Missing data assumptions and methods in a smoking cessation study. Submitted to Communications in Statistics --- Simulation and Computation. ( ). Under revision.