First Author Papers:
icenReg: Regression Models for Interval Censored Data in R (accepted 2016: JSS)
icenReg: Regression Models for Interval Censored Data in R (accepted 2016: JSS)
Revisiting the iterative convex minaret algorithm for interval censored survival regression models (in review: JSCS)
An Efficient Implementation of the EMICM Algorithm for the Interval Censored NPMLE (accepted: JCGS)
A Shape Constraint with Heavier Tails: Inverse Convex (in progress)
An Efficient Implementation of the EMICM Algorithm for the Interval Censored NPMLE (accepted: JCGS)
A Shape Constraint with Heavier Tails: Inverse Convex (in progress)
Computing the Log Concave NPMLE for Interval Censored Data
Anderson-Bergman, Clifford, and Yaming Yu. "Computing the log concave NPMLE for interval censored data." Statistics and Computing (2015): 1-14.
Anderson-Bergman, Clifford, and Yaming Yu. "Computing the log concave NPMLE for interval censored data." Statistics and Computing (2015): 1-14.
Full Thesis
Includes chapters on computing the log concave NPMLE for interval censored data, inference methods using the log concave NPMLE (confidence intervals and Cox PH model), inverse convex and an efficient method for computing the (unconstrained) bivariate NPMLE for interval censored data.
Includes chapters on computing the log concave NPMLE for interval censored data, inference methods using the log concave NPMLE (confidence intervals and Cox PH model), inverse convex and an efficient method for computing the (unconstrained) bivariate NPMLE for interval censored data.
Co-authored Papers:
Cross-species translation of the Morris maze for Alzheimer's disease
Possin, K. L., Sanchez, P. E., Anderson-Bergman, C., Fernandez, R., Kerchner, G. A., Johnson, E. T., ... & Fenesy, M. C. (2016). Cross-species translation of the Morris maze for Alzheimer's disease. The Journal of clinical investigation, 126(2), 779-783.
Programming with models: writing statistical algorithms for general model structures with NIMBLE
de Valpine, P., Turek, D., Paciorek, C. J., Anderson-Bergman, C., Lang, D. T., & Bodik, R. (2016). Programming with models: writing statistical algorithms for general model structures with NIMBLE. Journal of Computational and Graphical Statistics, (just-accepted), 1-28.
Automated Parameter BLocking for Efficient Markov Chain Monte Carlo Sampling
Turek, D., de Valpine, P., Paciorek, C. J., & Anderson-Bergman, C. (2016). Automated Parameter Blocking for Efficient Markov Chain Monte Carlo Sampling. Bayesian Analysis.
A fibril-specific, conformation-dependent antibody recognizes a subset of Aβ plaques in Alzheimer disease, Down syndrome and Tg2576 transgenic mouse brain
Sarsoza, F., Saing, T., Kayed, R., Dahlin, R., Dick, M., Broadwater-Hollifield, C., ... & Anderson-Bergman, C. (2009). A fibril-specific, conformation-dependent antibody recognizes a subset of Aβ plaques in Alzheimer disease, Down syndrome and Tg2576 transgenic mouse brain. Acta neuropathologica, 118(4), 505-517.
Cross-species translation of the Morris maze for Alzheimer's disease
Possin, K. L., Sanchez, P. E., Anderson-Bergman, C., Fernandez, R., Kerchner, G. A., Johnson, E. T., ... & Fenesy, M. C. (2016). Cross-species translation of the Morris maze for Alzheimer's disease. The Journal of clinical investigation, 126(2), 779-783.
Programming with models: writing statistical algorithms for general model structures with NIMBLE
de Valpine, P., Turek, D., Paciorek, C. J., Anderson-Bergman, C., Lang, D. T., & Bodik, R. (2016). Programming with models: writing statistical algorithms for general model structures with NIMBLE. Journal of Computational and Graphical Statistics, (just-accepted), 1-28.
Automated Parameter BLocking for Efficient Markov Chain Monte Carlo Sampling
Turek, D., de Valpine, P., Paciorek, C. J., & Anderson-Bergman, C. (2016). Automated Parameter Blocking for Efficient Markov Chain Monte Carlo Sampling. Bayesian Analysis.
A fibril-specific, conformation-dependent antibody recognizes a subset of Aβ plaques in Alzheimer disease, Down syndrome and Tg2576 transgenic mouse brain
Sarsoza, F., Saing, T., Kayed, R., Dahlin, R., Dick, M., Broadwater-Hollifield, C., ... & Anderson-Bergman, C. (2009). A fibril-specific, conformation-dependent antibody recognizes a subset of Aβ plaques in Alzheimer disease, Down syndrome and Tg2576 transgenic mouse brain. Acta neuropathologica, 118(4), 505-517.
