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School of Mathematics and Statistics

Publications:
  1. Sinha, S. K. (2024). Joint analysis of longitudinal count and binary response data in the presence of outliers. The Canadian Journal of Statistics. Accepted March 19, 2024.
  2. Teimouri, M. and Sinha, S. K. (2023). Inference for logistic regression with covariates subject to limit of detection and measurement error. Metron. DOI:10.1007/s40300-023-00263-2.
  3. Aloraini, N. and Sinha, S. K. (2022). Approximate methods for analyzing semiparametric longitudinal models with nonignorable missing responses. Journal of Statistical Research, 56(2), 155–183.
  4. Xu, X. and Sinha, S. K. (2022). Optimal allocation schemes in mixed ANCOVA models for longitudinal data. Journal of Statistical Research, 56(2), 101–114.
  5. Zubair, S. and Sinha, S. K. (2022). Semiparametric methods for incomplete longitudinal count data with an application to health and retirement study. Journal of Applied Statistics, 49(14), 3513-3535.
  6. Sattar, A. and Sinha, S. K.(2021). Inference with joint models under misspecified random effects distributions. Journal of Statistical Research, 55(1), 187–205.
  7. Alam, K., Maity, A., Sinha, S. K. , Rizopoulos, D. and Sattar, A. (2021). Joint modeling of longitudinal continuous, longitudinal ordinal, and time-to-event outcomes . Lifetime Data Analysis , 27(1), 64–90.
  8. Teimouri, M. and Sinha, S. K. (2021). Approximate likelihood inference in generalized linear models with censored covariates. Journal of Statistical Research, 55(2), 359–375.
  9. Zubair, S. and Sinha, S. K. (2020). Marginal models for longitudinal count data with dropouts. Journal of Statistical Research, 54(1), 27–42.
  10. Xu, X. and Sinha, S. K. (2020). Robust designs for generalized linear mixed models with possible model misspecification . Journal of Statistical Planning and Inference, 210, 20–41.
  11. Sinha, S. K. (2019). Robust small area estimation in generalized linear mixed models . Metron, 77(3), 201–225.
  12. Sinha, S. K. (2019). Robust estimation in accelerated failure time models . Lifetime Data Analysis, 25, 52–78.
  13. Sattar, A. and Sinha, S. K.(2019). Joint modeling of longitudinal and survival data with a covariate subject to limit of detection . Statistical Methods in Medical Research, 28(2), 486–502.
  14. Lee, W. C., Sinha, S. K. , Arbuckle, T. E., and Fisher, M. (2018). Estimation in generalized linear models under censored covariates with an application to MIREC data. Statistics in Medicine, 37, 4539–4556.
  15. Lee, W. C., Fisher, M., Davis, K. A., Arbuckle, T. E. and Sinha, S. K. (2017). Identification of chemical mixtures to which Canadian pregnant women are exposed: the MIREC Study. Environment International, 99, 321–330.
  16. Sinha, S. K. and Xu, X. (2016). Approximate optimal experimental designs for generalized linear mixed models. Journal of Statistical Theory and Practice, 10, 497–514.
  17. Sarkar, A., Das, K. and Sinha, S. K. (2016). Robust inference for mixed censored and binary response models with missing covariates. Statistical Methods in Medical Research, 25(5), 1836–1853.
  18. Rapoport, A. P., Goloubeva, O., Sinha, S. K. et al. (2015). NY-ESO-1 specific engineered T-cells mediate sustained antigen-specific antitumor effects in myeloma. Nature Medicine, 21, 914–921.
  19. Sinha, S. K. and Sattar, A. (2015). A robust approach to identifying differential circulating miRNAs in breast cancer. International Journal of Statistics and Probability, 4(1), 155–169.
  20. Sinha, S. K. and Sattar, A. (2015). Inference in semi-parametric spline mixed models for longitudinal data. Metron, 73(3), 377–395.
  21. Sattar, A., Sinha, S. K. , Wang, X. and Li, Y. (2015). Frailty models for pneumonia to death with a left-censored covariate. Statistics in Medicine, 34(14), 2266–2280.
  22. Chowdhury, S. K. and Sinha, S. K. (2015). Semiparametric marginal models for binary longitudinal data. International Journal of Statistics and Probability, 4(3), 107–120.
  23. Davis, K. A., Sinha, S. K. and Park, C. G. (2015). Constrained inference for generalized linear models with incomplete covariate data. Journal of Statistical Computation and Simulation, 85(4), 693–710.
  24. Sinha, S. K. and Sattar, A. (2014). Analysis of incomplete longitudinal data with informative drop-outs and outliers. The Canadian Journal of Statistics, 42(4), 670–695.
  25. Rao, J. N. K., Sinha, S. K. and Dumitrescu, L. (2014). Robust small area estimation under semi-parametric mixed models. The Canadian Journal of Statistics, 42(1), 126–141.
  26. Sinha, S. K., Kaushal, A. and Xiao, W. (2014). Inference for longitudinal data with nonignorable nonmonotone missing responses. Computational Statistics and Data Analysis, 72, 77–91.
  27. Chowdhury, S. K. and Sinha, S. K. (2013). Marginal models for binary longitudinal data with dropouts. Journal of Statistical Research, 47, 31–50.
  28. Sinha, S. K. (2013). Robust designs for multivariate logistic regression. Metron, 71, 157–173.
  29. Sattar, A., Sinha, S. K. and Morris, N. J. (2012). A parametric survival model when a covariate is subject to left-censoring. Journal of Biometrics and Biostatistics, doi: 10.4172/2155-6180.S3-002.
  30. Sinha, S. K. (2012). The use of score tests for frailty variance components in recurrent event data. Journal of Biometrics and Biostatistics, doi: 10.4172/2155-6180.S4-003.
  31. Sinha, S. K. (2012). Robust inference for incomplete binary longitudinal data. Progress in Applied Mathematics, 4(2), 128–147.
  32. Sattar, A., Sinha, S. K., Argyropoulos, C. and Unruh, M. (2012). Joint modeling of all-cause mortality and longitudinally measured serum albumin. Progress in Applied Mathematics, 4(2), 182–195.
  33. Davis, K. A., Park, C. G. and Sinha, S. K. (2012). Testing for generalized linear mixed models with cluster correlated data under linear inequality constraints. The Canadian Journal of Statistics, 40(2), 243–258.
  34. Sinha, S. K. (2012). Robust analysis of longitudinal data with nonignorable missing responses. Metrika, 75, 913–938.
  35. Sinha, S. K. and Xu, X. (2011). Sequential optimal designs for generalized linear mixed models. Journal of Statistical Planning and Inference, 141, 1394–1402.
  36. Sinha, S. K., Troxel, A. B., Lipsitz, S. R., Sinha, D., Fitzmaurice, G. M., Molenberghs, G. and Ibrahim, J. G. (2011). A bivariate pseudo-likelihood for incomplete longitudinal binary data with nonignorable non-monotone missingness. Biometrics, 67, 1119–1126.
  37. Sinha, S. K., Laird, N. M. and Fitzmaurice, G. M. (2010). Multivariate logistic regression with incomplete covariate and auxiliary information. Journal of Multivariate Analysis, 101, 2389–2397.
  38. Sinha, S. K. (2010). A likelihood ratio test for nonignorable missingness in incomplete binary longitudinal data. Journal of Statistical Research, 44, 135–146.
  39. Sinha, S. K. and Rao, J. N. K. (2009). Robust small area estimation. The Canadian Journal of Statistics, 37(3), 381–399.
  40. Sinha, S. K. (2009). Bootstrap tests for variance components in generalized linear mixed models. The Canadian Journal of Statistics, 37(2), 219–234.
  41. Sinha, S. K. (2008). Robust Methods for Generalized Linear Models with Nonignorable Missing Covariates. The Canadian Journal of Statistics, 36(2), 277–299.
  42. Sinha, S. K. (2006). Robust inference in generalized linear models for longitudinal data. The Canadian Journal of Statistics, 34(2), 261–278.
  43. Sinha, S. K. (2004). Robust analysis of generalized linear mixed models. Journal of the American Statistical Association, 99, 451–460.
  44. Sinha, S. K. and Wiens, D. P. (2003). Asymptotics for robust sequential designs in misspecified regression models, in Mathematical Statistics and Applications: Festschrift for Constance van Eeden, (M. Moore, S. Froda, and C. Leger, eds.) IMS Lecture Notes - Monograph Series, 42, 233–248.
  45. Sinha, S. K., Field, C. A. and Smith, B. (2003). Robust estimation of nonlinear regression with autoregressive errors. Statistics and Probability Letters, 63(1), 49–59.
  46. Sinha, S. K. and Wiens, D. P. (2002). Robust sequential designs for nonlinear regression. The Canadian Journal of Statistics, 30(4), 601–618.
  47. Sinha, S. K. and Wiens, D. P. (2002). Minimax weights for generalized M-estimation in biased regression models. The Canadian Journal of Statistics, 30(3), 401–414.
  48. Sutradhar, B. C. and Sinha, S. K. (2002). On pseudo-likelihood inference in the binary longitudinal mixed model. Communications in Statistics: Theory and Methods, 31(3), 397–417.

Papers in Proceedings and Others:

  1. Sinha, S. K. (2009). A Note on Bootstrap Tests for Variance Components in Generalized Linear Mixed Models. Unpublished manuscript.
  2. Rao, J. N. K., Sinha, S. K., and Roknossadati, M. (2009). Robust small area estimation using penalized spline mixed models. Proceedings of the Survey Research Methods Section of the American Statistical Association .
  3. Sinha, S. K. and Rao, J. N. K. (2008). Robust Small Area Estimation Under Unit Level Models. Proceedings of the Survey Research Methods Section of the American Statistical Association .
  4. Davis, K., Park, C. G., and Sinha, S. K. (2008). Constrained Inference in Generalized Linear and Mixed Models. Proceedings of the Survey Methods Section of the Statistical Society of Canada .

Research Talks:

  1. Invited talk at International Conference on Computational and Methodological Statistics (CMStatistics 2024), King's College, London, UK, December 14–16, 2024.
  2. Invited talk at 2024 Joint Statistical Meetings, Portland, Oregon, August 3–8, 2024.
  3. Invited talk at International Conference on Computational and Methodological Statistics (CMStatistics 2023), HTW Berlin, University of Applied Sciences, December 16–18, 2023.
  4. Seminar talk in the Department of Statistics, University of British Columbia, October 24, 2023.
  5. Invited talk at Conference of the International Indian Statistical Association (IISA 2022), Indian Institute of Science, Bangalore, India, December 26–30, 2022.
  6. Invited talk at International Conference on Computational and Methodological Statistics (CMStatistics 2022), King's College, London, UK, December 17–19, 2022.
  7. Invited talk at International Conference on Statistical Distributions and Applications (ICOSDA 2022), Marshall University, Huntington, WV, USA, October 13–15, 2022.
  8. Invited talk at International Conference on Computational and Methodological Statistics (CMStatistics 2021), King's College, London, UK, December 18–20, 2021.
  9. Topic-contributed talk at 2021 Joint Statistical Meetings, Virtual conference, August 8–12, 2021.
  10. Invited talk at Statistics 2021 Canada: 6th Decennial Canadian Conference in Applied Statistics, Concordia University, Montreal, Canada, July 15–18, 2021.
  11. Invited talk at ENAR 2020 Spring Meeting of the International Biometric Society, Nashville, TN, USA, March 22–25, 2020.
  12. Invited talk at International Conference on Computational and Methodological Statistics (CMStatistics 2019), University of London, UK, December 14–16, 2019.
  13. Invited talk at International Conference on Statistical Distributions and Applications (ICOSDA 2019), Grand Rapids, MI, USA, October 10–12, 2019.
  14. Invited talk at ICSA-Canada Chapter 2019 Symposium, Queen’s University, Kingston, ON, August 9–11, 2019.
  15. Invited talk at Collaborative Conference on Probability Theory and Statistics, Dubrovnik, Croatia, May 7–11, 2018.
  16. Invited talk at Annual Meeting of the Statistical Society of Canada, University of Manitoba, June 11–14, 2017.
  17. Seminar talk in the Department of Mathematics and Statistics, University of Winnipeg, March 15, 2017.
  18. Seminar talk at Ranada Prasad Shaha University, Bangladesh, January 30, 2017.
  19. Invited talk at International Conference on Statistical Distributions and Applications (ICOSDA 2016), Niagara Falls, Canada, October 14–16, 2016
  20. Invited talk at the workshop Robustness Theory and Methodology: Recent Advances and Future Directions, Banff International Research Station, Alberta, September 2–4, 2016.
  21. Invited talk at the Annual Meeting of the Statistical Society of Canada, Brock University, St. Catherines, Ontario, May 29–June 1, 2016.
  22. Invited talk at Spring Research Conference (SRC 2016), Illinois Institute of Technology, Chicago, May 25–27, 2016.
  23. Invited talk at International Conference on Statistics for Twenty-First Century, University of Kerala, Trivandrum, India, December 17–19, 2015.
  24. Invited talk at International Conference on Theory and Applications of Statistics, University of Dhaka, Bangladesh, December 27–29, 2015.
  25. Topic-contributed talk at the 2015 Joint Statistical Meetings, Seattle, Washington, August 8–13, 2015.
  26. Invited talk at the ENAR 2015 Spring Meeting of International Biometric Society. Miami, Florida, March 15–18, 2015.
  27. Invited talk at the International Conference on Applied Statistics. Organized by the Institute of Statistical Research and Training (ISRT), University of Dhaka, Bangladesh, December 27–29, 2014.
  28. Invited talk at the IASSL International Conference on Statistics. Jointly organized by the Department of Bioinformatics and Biostatistics, University of Louisville and Institute of Applied Statistics, Sri Lanka, December 28–30, 2014.
  29. Invited talk at the International Conference on Advances in Interdisciplinary Statistics and Combinatorics. University of North Carolina, Greensboro, North Carolina, October 10–12, 2014.
  30. Invited talk at the 2014 International Indian Statistical Association Conference. Riverside, California, July 11–13, 2014.
  31. Invited talk at the Annual Meeting of the Statistical Society of Canada. University of Toronto, Ontario, May 25–28, 2014.
  32. Invited talk at the ENAR 2014 Spring Meeting of the International Biometric Society. Baltimore, MD, March 16–19, 2014.
  33. Seminar talk in the School of Mathematics and Statistics, Carleton University, November 22, 2013.
  34. Seminar talk in the Department of Epidemiology and Biostatistics, School of Medicine, Case Western Reserve University, October 3, 2013.
  35. Invited talk at the Annual Meeting of the Statistical Society of Canada. University of Alberta, Edmonton, Alberta, May 26–29, 2013.
  36. Invited talk at the ENAR 2013 Spring Meeting of International Biometric Society. Orlando, Florida, March 10–13, 2013.
  37. Invited talk at the International Conference on Advances in Interdisciplinary Statistics and Combinatorics. University of North Carolina, Greensboro, North Carolina, October 5–7, 2012.
  38. Invited talk at the International Symposium in Statistics on Longitudinal Data Analysis. Memorial University, St. John's, Newfoundland, July 16–18, 2012.
  39. Invited talk at the Annual Meeting of the Statistical Society of Canada. University of Guelph, Ontario, June 3–6, 2012.
  40. Seminar talk in the Deaprtment of Biostatistics, McGill Univresity, March 2012.
  41. Seminar talk in the School of Mathematics and Statistics, Carleton University, March 2012.
  42. Invited talk at the International Conference on Statistical Concepts and Methods. University of Colombo, Sri Lanka, December 28–30, 2011.
  43. Invited talk at the Canadian Conference in Applied Statistics. Concordia University, Montreal, July 1–4, 2011.
  44. Invited talk at the Annual Meeting of the Statistical Society of Canada. Acadia University, Nova Scotia, June 12–15, 2011.
  45. Invited talk at the International Conference on Nonparametric Methods for Measurement Error Models and Related Topics. Carleton University, May 2009.
  46. Seminar talk in the Department of Statistics and Actuarial Science, University of Waterloo, October 2008.