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Cystic Fibrosis Medicine & Life Sciences
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Demonstrate Mathematics
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Projects 1997 2020

North Carolina Translational & Clinical Sciences Institute (NC TraCS)

Fraser, M. W., Wohl, D. A., Weber, D. J., Bangdiwala, S. I., Carey, T. S., Phillips, C. L., Miller, W. C., Jonsson-Funk, M. L., Jones, S. W., Beck, J. D., Mauriello, S. M., Retsch-Bogart, G. Z., Falk, R. J., Jordan, J. M., Ammerman, A. S., Carpenter, W. R., Edwards, L. J., Garrett, J. M., Coyne-Beasley, T., Henderson, G. E., Stewart, P. W., Davis, A. M., Evans, J. P., Gilmore, J. H., Gaynes, B. N., Brookhart, M. A., Sleath, B. L., Offenbacher, S., Marzluff, W. F., Topal, M. D., Orringer, E. P., Qaqish, B. F., Leigh, M. W., Peden, D. B., Buse, J. B., Tolleson-Rinehart, S., Ransohoff, D. F., Funkhouser, W. K., Egan, T. M., Cai, J., Truong, K. N., Brouwer, K. L., Boucher, R. C., Sen, P. K., Reuland, D. S., Donahue, K. E., Weiner, B. J., Watkins, P. B., Lin, W., Perrin, E. M., Magnuson, T. R., Corbie-Smith, G. M., Duncan, J. A., Weinberger, M., Zeng, D., Meshnick, S. R., Ibrahim, J. G., Dilworth-Anderson, P., Johnson, G. L., Walker, R. L., Viera, A. J., Glickman, S. W., Halladay, J. R., Rennie, S. M., Key, N. S., Rubin, J. E., Kosorok, M. R., Zhu, H., Bair, E., Henning, S. J., Mackman, N., Fine, J. P., Mayer-Davis, E. J., Stuermer, T. H. R., Davis, R. M., Park, S. I., Wu, M. C., Carpenter, D. M., Fang, G., Weaver, M. A., Lin, F., Davis, S. M., Shea, C. M., Carter-Edwards, L., Dennis, A. M., Fisher, J. A., Golightly, Y. M., Hingtgen, S. D., Smith, A. M., Tan, J. T., Asher, G. N., Barritt, A. S., Blouin, R., Buchbinder, M., Hurt, C., Juengst, E. T., Mendoza, L. C., Reeve, B., Roman Isler, M. D., Wood, W. A., Ahalt, S., Agans, R. P., Dave, G. J., Zhou, H., Skinner, A. C., Wilhelmsen, K. C., Song, L., Fischer, W. A., Peery, A. F., Powers, K. A., Sims, C. E., Mostafa, J., Lightfoot, A. F., Ryan, A. E., Otey, C. A., Donaldson, S. H., Leeman, J., Kashuba, A. D., Gomez, S. M., Chung, A. E., Meyer, A. M., Parrott, M. C., Toles, M. P., Schmitt, C., Nichols, H. B. & Moran, T. P.

NIH National Center for Advancing Translational Sciences (NCATS)

9/26/134/30/18

Project: Research project

Annual Reports

North Carolina Translational & Clinical Sciences Institute (NC TraCS)

Fraser, M. W., Sims, C. E., Mostafa, J., Wohl, D. A., Weber, D. J., Bangdiwala, S. I., Carey, T. S., Phillips, C. L., Miller, W. C., Jonsson-Funk, M. L., Jones, S. W., Beck, J. D., Mauriello, S. M., Retsch-Bogart, G. Z., Falk, R. J., Jordan, J. M., Ammerman, A. S., Carpenter, W. R., Edwards, L. J., Garrett, J. M., Coyne-Beasley, T., Henderson, G. E., Stewart, P. W., Davis, A. M., Evans, J. P., Gilmore, J. H., Gaynes, B. N., Brookhart, M. A., Sleath, B. L., Offenbacher, S., Marzluff, W. F., Topal, M. D., Orringer, E. P., Qaqish, B. F., Leigh, M. W., Peden, D. B., Buse, J. B., Tolleson-Rinehart, S., Ransohoff, D. F., Funkhouser, W. K., Egan, T. M., Cai, J., Truong, K. N., Brouwer, K. L., Boucher, R. C., Sen, P. K., Reuland, D. S., Donahue, K. E., Weiner, B. J., Watkins, P. B., Lin, W., Perrin, E. M., Magnuson, T. R., Corbie-Smith, G. M., Duncan, J. A., Weinberger, M., Zeng, D., Meshnick, S. R., Ibrahim, J. G., Dilworth-Anderson, P., Johnson, G. L., Walker, R. L., Viera, A. J., Glickman, S. W., Halladay, J. R., Rennie, S. M., Key, N. S., Rubin, J. E., Kosorok, M. R., Zhu, H., Bair, E., Henning, S. J., Mackman, N., Fine, J. P., Mayer-Davis, E. J., Stuermer, T. H. R., Davis, R. M., Park, S. I., Wu, M. C., Carpenter, D. M., Fang, G., Weaver, M. A., Lin, F., Davis, S. M., Shea, C. M., Carter-Edwards, L., Dennis, A. M., Fisher, J. A., Golightly, Y. M., Hingtgen, S. D., Smith, A. M., Tan, J. T., Asher, G. N., Barritt, A. S., Blouin, R., Buchbinder, M., Hurt, C., Juengst, E. T., Mendoza, L. C., Reeve, B., Roman Isler, M. D., Wood, W. A., Ahalt, S., Agans, R. P., Dave, G. J., Lightfoot, A. F., Zhou, H., Skinner, A. C., Wilhelmsen, K. C., Song, L., Fischer, W. A., Peery, A. F., Powers, K. A., Ryan, A. E., Otey, C. A., Donaldson, S. H., Leeman, J., Kashuba, A. D., Gomez, S. M., Chung, A. E., Meyer, A. M., Parrott, M. C., Toles, M. P., Schmitt, C., Nichols, H. B. & Moran, T. P.

NIH National Center for Advancing Translational Sciences (NCATS)

9/26/134/30/18

Project: Research project

Annual Reports

North Carolina Translational & Clinical Sciences Institute (NC TraCS)

Fraser, M. W., Sims, C. E., Mostafa, J., Wohl, D. A., Weber, D. J., Bangdiwala, S. I., Carey, T. S., Phillips, C. L., Miller, W. C., Jonsson-Funk, M. L., Jones, S. W., Beck, J. D., Mauriello, S. M., Retsch-Bogart, G. Z., Falk, R. J., Jordan, J. M., Ammerman, A. S., Carpenter, W. R., Edwards, L. J., Garrett, J. M., Coyne-Beasley, T., Henderson, G. E., Stewart, P. W., Davis, A. M., Evans, J. P., Gilmore, J. H., Gaynes, B. N., Brookhart, M. A., Sleath, B. L., Offenbacher, S., Marzluff, W. F., Topal, M. D., Orringer, E. P., Qaqish, B. F., Leigh, M. W., Peden, D. B., Buse, J. B., Tolleson-Rinehart, S., Ransohoff, D. F., Funkhouser, W. K., Egan, T. M., Cai, J., Truong, K. N., Brouwer, K. L., Boucher, R. C., Sen, P. K., Reuland, D. S., Donahue, K. E., Weiner, B. J., Watkins, P. B., Lin, W., Perrin, E. M., Magnuson, T. R., Corbie-Smith, G. M., Duncan, J. A., Weinberger, M., Zeng, D., Meshnick, S. R., Ibrahim, J. G., Dilworth-Anderson, P., Johnson, G. L., Walker, R. L., Viera, A. J., Glickman, S. W., Halladay, J. R., Rennie, S. M., Key, N. S., Rubin, J. E., Kosorok, M. R., Zhu, H., Bair, E., Henning, S. J., Mackman, N., Fine, J. P., Mayer-Davis, E. J., Stuermer, T. H. R., Davis, R. M., Park, S. I., Wu, M. C., Carpenter, D. M., Fang, G., Weaver, M. A., Lin, F., Davis, S. M., Shea, C. M., Carter-Edwards, L., Dennis, A. M., Fisher, J. A., Golightly, Y. M., Hingtgen, S. D., Smith, A. M., Tan, J. T., Asher, G. N., Barritt, A. S., Blouin, R., Buchbinder, M., Hurt, C., Juengst, E. T., Mendoza, L. C., Reeve, B., Roman Isler, M. D., Wood, W. A., Ahalt, S., Agans, R. P., Dave, G. J., Lightfoot, A. F., Zhou, H., Skinner, A. C., Wilhelmsen, K. C., Song, L., Fischer, W. A., Peery, A. F., Powers, K. A., Ryan, A. E., Otey, C. A., Donaldson, S. H., Leeman, J., Kashuba, A. D., Gomez, S. M., Chung, A. E., Meyer, A. M., Parrott, M. C., Toles, M. P., Schmitt, C., Nichols, H. B. & Moran, T. P.

NIH National Center for Advancing Translational Sciences (NCATS)

9/26/134/30/18

Project: Research project

Annual Reports

Research Output 1992 2017

Support vector regression for right censored data

Goldberg, Y. & Kosorok, M. R. 2017 In : Electronic Journal of Statistics. 11, 1, p. 532-569 38 p.

Research output: Research - peer-reviewArticle

Generalization Error
Right Censoring
Right-censored Data
Learning Rate
Support Vector Regression

Comment

Chen, J., Liu, Y., Zeng, D., Song, R., Zhao, Y. & Kosorok, M. R. Jul 2 2016 In : Journal of the American Statistical Association. 111, 515, p. 942-947 6 p.

Research output: Research - peer-reviewComment/debate

Q-learning
Model Misspecification
Leukemia
Chemotherapy
Bayesian Model

Composite large margin classifiers with latent subclasses for heterogeneous biomedical data

Chen, G., Liu, Y., Shen, D. & Kosorok, M. R. Apr 1 2016 In : Statistical Analysis and Data Mining. 9, 2, p. 75-88 14 p.

Research output: Research - peer-reviewArticle

Margin
Classifier
Composite
Classifiers
Composite materials
12 Citations

Doubly robust learning for estimating individualized treatment with censored data

Zhao, Y. Q., Zeng, D., Laber, E. B., Song, R., Yuan, M. & Kosorok, M. R. 2015 In : Biometrika. 102, 1, p. 151-168 18 p.

Research output: Research - peer-reviewArticle

Censored Data
Learning
learning
methodology
Therapeutics
22 Citations

New Statistical Learning Methods for Estimating Optimal Dynamic Treatment Regimes

Zhao, Y. Q., Zeng, D., Laber, E. B. & Kosorok, M. R. Apr 3 2015 In : Journal of the American Statistical Association. 110, 510, p. 583-598 16 p.

Research output: Research - peer-reviewArticle

Statistical learning
Learning methods
Statistical Learning
Q-learning
Learning