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\n  \n 2024\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n Covariate Adjustment in Bayesian Adaptive Clinical Trials.\n \n \n \n\n\n \n Willard, J.; Golchi, S.; and Moodie, E.\n\n\n \n\n\n\n Statistical Methods in Medical Research, 33(3): 480–497. 2024.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{willard2023covariate,\n  title={Covariate Adjustment in Bayesian Adaptive Clinical Trials},\n  author={Willard, James and Golchi, Shirin and Moodie, Erica},\n  journal={Statistical Methods in Medical Research},\n  volume={33},\n  number={3},\n  pages={480--497},\n  year={2024}\n}\n\n\n\n
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\n  \n 2023\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n Prevention of COVID-19 with oral vitamin D supplemental therapy in essential healthcare teams (PROTECT): protocol for a multicentre, triple-blind, randomised, placebo-controlled trial.\n \n \n \n\n\n \n Ducharme, F. M.; Tremblay, C.; Golchi, S.; Hosseini, B.; Longo, C.; White, J. H; Coviello, D.; Quach, C.; Ste-Marie, L.; and Platt, R. W\n\n\n \n\n\n\n BMJ open, 13(5): e064058. 2023.\n \n\n\n\n
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@article{ducharme2023prevention,\n  title={Prevention of COVID-19 with oral vitamin D supplemental therapy in essential healthcare teams (PROTECT): protocol for a multicentre, triple-blind, randomised, placebo-controlled trial},\n  author={Ducharme, Francine Monique and Tremblay, C{\\'e}cile and Golchi, Shirin and Hosseini, Banafsheh and Longo, Cristina and White, John H and Coviello, Decio and Quach, Caroline and Ste-Marie, Louis-Georges and Platt, Robert W},\n  journal={BMJ open},\n  volume={13},\n  number={5},\n  pages={e064058},\n  year={2023},\n  publisher={British Medical Journal Publishing Group}\n}\n\n
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\n  \n 2022\n \n \n (6)\n \n \n
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\n \n\n \n \n \n \n \n Bayesian mediation analysis with power prior distributions.\n \n \n \n\n\n \n Miočević, M.; and Golchi, S.\n\n\n \n\n\n\n Multivariate Behavioral Research, 57(6): 978–993. 2022.\n \n\n\n\n
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@article{miovcevic2022bayesian,\n  title={Bayesian mediation analysis with power prior distributions},\n  author={Mio{\\v{c}}evi{\\'c}, Milica and Golchi, Shirin},\n  journal={Multivariate Behavioral Research},\n  volume={57},\n  number={6},\n  pages={978--993},\n  year={2022},\n  publisher={Routledge}\n}\n\n
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\n \n\n \n \n \n \n \n Sparse Bayesian predictive modelling of tumour response using radiomic features.\n \n \n \n\n\n \n Golchi, S.; Fu, J.; Liu, X.; Yu, E.; Forghani, R.; and Bhatnagar, S.\n\n\n \n\n\n\n Stat, 11(1): e450. 2022.\n \n\n\n\n
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@article{golchi2022sparse,\n  title={Sparse Bayesian predictive modelling of tumour response using radiomic features},\n  author={Golchi, Shirin and Fu, Jingyan and Liu, Xiaoyang and Yu, Eugene and Forghani, Reza and Bhatnagar, Sahir},\n  journal={Stat},\n  volume={11},\n  number={1},\n  pages={e450},\n  year={2022}\n}\n\n
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\n \n\n \n \n \n \n \n Estimating design operating characteristics in Bayesian adaptive clinical trials.\n \n \n \n\n\n \n Golchi, S.\n\n\n \n\n\n\n Canadian Journal of Statistics, 50(2): 417–436. 2022.\n \n\n\n\n
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@article{golchi2022estimating,\n  title={Estimating design operating characteristics in Bayesian adaptive clinical trials},\n  author={Golchi, Shirin},\n  journal={Canadian Journal of Statistics},\n  volume={50},\n  number={2},\n  pages={417--436},\n  year={2022},\n  publisher={John Wiley \\& Sons, Inc. Hoboken, USA}\n}\n\n
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\n \n\n \n \n \n \n \n Bayesian group sequential designs for cluster-randomized trials.\n \n \n \n\n\n \n Shen, J.; Golchi, S.; Moodie, E. E.; and Benrimoh, D.\n\n\n \n\n\n\n Stat, 11(1): e487. 2022.\n \n\n\n\n
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@article{shen2022bayesian,\n  title={Bayesian group sequential designs for cluster-randomized trials},\n  author={Shen, Junwei and Golchi, Shirin and Moodie, Erica EM and Benrimoh, David},\n  journal={Stat},\n  volume={11},\n  number={1},\n  pages={e487},\n  year={2022}\n}\n\n
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\n \n\n \n \n \n \n \n A Bayesian adaptive design for clinical trials of rare efficacy outcomes with multiple definitions.\n \n \n \n\n\n \n Golchi, S.; Willard, J. J; Pullenayegum, E.; Bassani, D. G; Pell, L. G; Thorlund, K.; and Roth, D. E\n\n\n \n\n\n\n Clinical Trials, 19(6): 613–622. 2022.\n \n\n\n\n
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@article{golchi2022bayesian,\n  title={A Bayesian adaptive design for clinical trials of rare efficacy outcomes with multiple definitions},\n  author={Golchi, Shirin and Willard, James J and Pullenayegum, Eleanor and Bassani, Diego G and Pell, Lisa G and Thorlund, Kristian and Roth, Daniel E},\n  journal={Clinical Trials},\n  volume={19},\n  number={6},\n  pages={613--622},\n  year={2022},\n  publisher={SAGE Publications Sage UK: London, England}\n}\n\n
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\n \n\n \n \n \n \n \n PRevention of COVID-19 with Oral Vitamin D supplemental Therapy in Essential healthCare Teams (PROTECT): Ancillary study of a randomised controlled trial.\n \n \n \n\n\n \n Hosseini, B.; Tremblay, C. L; Longo, C.; Golchi, S.; White, J.; Quach, C.; Ste-Marie, L.; Platt, R.; and Ducharme, F.\n\n\n \n\n\n\n . 2022.\n \n\n\n\n
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@article{hosseini2022prevention,\n  title={PRevention of COVID-19 with Oral Vitamin D supplemental Therapy in Essential healthCare Teams (PROTECT): Ancillary study of a randomised controlled trial},\n  author={Hosseini, Banafsheh and Tremblay, Cecile L and Longo, Cristina and Golchi, Shirin and White, John and Quach, Caroline and Ste-Marie, Louis-Georges and Platt, Robert and Ducharme, Francine},\n  year={2022}\n}\n\n
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\n  \n 2020\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n Sequential Monte Carlo for response adaptive randomized trials.\n \n \n \n\n\n \n Golchi, S.; and Thorlund, K.\n\n\n \n\n\n\n Biostatistics, 21(2): 287–301. 2020.\n \n\n\n\n
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@article{golchi2020sequential,\n  title={Sequential Monte Carlo for response adaptive randomized trials},\n  author={Golchi, Shirin and Thorlund, Kristian},\n  journal={Biostatistics},\n  volume={21},\n  number={2},\n  pages={287--301},\n  year={2020},\n  publisher={Oxford University Press}\n}\n\n
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\n  \n 2019\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n Informative priors in Bayesian inference and computation.\n \n \n \n\n\n \n Golchi, S.\n\n\n \n\n\n\n Statistical Analysis and Data Mining: The ASA Data Science Journal, 12(2): 45–55. 2019.\n \n\n\n\n
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@article{golchi2019informative,\n  title={Informative priors in Bayesian inference and computation},\n  author={Golchi, Shirin},\n  journal={Statistical Analysis and Data Mining: The ASA Data Science Journal},\n  volume={12},\n  number={2},\n  pages={45--55},\n  year={2019},\n  publisher={Wiley Subscription Services, Inc., A Wiley Company Hoboken}\n}\n\n
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\n \n\n \n \n \n \n \n Highly Efficient Clinical Trials Simulator (HECT): Software application for planning and simulating platform adaptive trials.\n \n \n \n\n\n \n Thorlund, K.; Golchi, S.; Haggstrom, J.; and Mills, E.\n\n\n \n\n\n\n Gates Open Research, 3. 2019.\n \n\n\n\n
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@article{thorlund2019highly,\n  title={Highly Efficient Clinical Trials Simulator (HECT): Software application for planning and simulating platform adaptive trials},\n  author={Thorlund, Kristian and Golchi, Shirin and Haggstrom, Jonas and Mills, Edward},\n  journal={Gates Open Research},\n  volume={3},\n  year={2019},\n  publisher={Bill \\& Melinda Gates Foundation}\n}\n\n\n
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\n \n\n \n \n \n \n \n Minimizing control group allocation in randomized trials using dynamic borrowing of external control data–An application to second line therapy for non-small cell lung cancer.\n \n \n \n\n\n \n Dron, L.; Golchi, S.; Hsu, G.; and Thorlund, K.\n\n\n \n\n\n\n Contemporary Clinical Trials Communications, 16: 100446. 2019.\n \n\n\n\n
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@article{dron2019minimizing,\n  title={Minimizing control group allocation in randomized trials using dynamic borrowing of external control data--An application to second line therapy for non-small cell lung cancer},\n  author={Dron, Louis and Golchi, Shirin and Hsu, Grace and Thorlund, Kristian},\n  journal={Contemporary Clinical Trials Communications},\n  volume={16},\n  pages={100446},\n  year={2019},\n  publisher={Elsevier}\n}\n\n
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\n  \n 2018\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n Unconditional cash transfers for clinical and economic outcomes among HIV-affected Ugandan households.\n \n \n \n\n\n \n Mills, E. J; Adhvaryu, A.; Jakiela, P.; Birungi, J.; Okoboi, S.; Chimulwa, T. N. W; Wanganisi, J.; Achilla, T.; Popoff, E.; Golchi, S.; and others\n\n\n \n\n\n\n Aids, 32(14): 2023–2031. 2018.\n \n\n\n\n
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@article{mills2018unconditional,\n  title={Unconditional cash transfers for clinical and economic outcomes among HIV-affected Ugandan households},\n  author={Mills, Edward J and Adhvaryu, Achyuta and Jakiela, Pamela and Birungi, Josephine and Okoboi, Stephen and Chimulwa, Teddy Nabwire W and Wanganisi, Jonathan and Achilla, Tina and Popoff, Evan and Golchi, Shirin and others},\n  journal={Aids},\n  volume={32},\n  number={14},\n  pages={2023--2031},\n  year={2018},\n  publisher={LWW}\n}\n\n
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\n \n\n \n \n \n \n \n A frequency-calibrated Bayesian search for new particles.\n \n \n \n\n\n \n Golchi, S.; and Lockhart, R.\n\n\n \n\n\n\n The Annals of Applied Statistics, 12(3): 1939–1968. 2018.\n \n\n\n\n
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@article{golchi2018frequency,\n  title={A frequency-calibrated Bayesian search for new particles},\n  author={Golchi, Shirin and Lockhart, Richard},\n  journal={The Annals of Applied Statistics},\n  volume={12},\n  number={3},\n  pages={1939--1968},\n  year={2018},\n  publisher={Institute of Mathematical Statistics}\n}\n\n
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\n  \n 2017\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n Bayesian adaptive clinical trials of combination treatments.\n \n \n \n\n\n \n Thorlund, K.; Golchi, S.; and Mills, E.\n\n\n \n\n\n\n Contemporary Clinical Trials Communications, 8: 227–233. 2017.\n \n\n\n\n
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@article{thorlund2017bayesian,\n  title={Bayesian adaptive clinical trials of combination treatments},\n  author={Thorlund, Kristian and Golchi, Shirin and Mills, Edward},\n  journal={Contemporary Clinical Trials Communications},\n  volume={8},\n  pages={227--233},\n  year={2017},\n  publisher={Elsevier}\n}\n\n
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\n \n\n \n \n \n \n \n Sequentially constrained monte carlo.\n \n \n \n\n\n \n Golchi, S.; and Campbell, D. A\n\n\n \n\n\n\n Computational statistics & data analysis, 97: 98–113. 2016.\n \n\n\n\n
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@article{golchi2016sequentially,\n  title={Sequentially constrained monte carlo},\n  author={Golchi, Shirin and Campbell, David A},\n  journal={Computational statistics \\& data analysis},\n  volume={97},\n  pages={98--113},\n  year={2016},\n  publisher={North-Holland}\n}\n\n
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\n \n\n \n \n \n \n \n Monotone emulation of computer experiments.\n \n \n \n\n\n \n Golchi, S.; Bingham, D. R; Chipman, H.; and Campbell, D. A\n\n\n \n\n\n\n SIAM/ASA Journal on Uncertainty Quantification, 3(1): 370–392. 2015.\n \n\n\n\n
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@article{golchi2015monotone,\n  title={Monotone emulation of computer experiments},\n  author={Golchi, Shirin and Bingham, Derek R and Chipman, Hugh and Campbell, David A},\n  journal={SIAM/ASA Journal on Uncertainty Quantification},\n  volume={3},\n  number={1},\n  pages={370--392},\n  year={2015},\n  publisher={Society for Industrial and Applied Mathematics}\n}\n\n
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