Presentations: 2008-2023

  • Invited Speaker: “Real-World Evidence: Leveraging RWD for Clinical and Observational Research.” 15th Annual Summit for Clinical Ops Executives (SCOPE), February 11-14, 2024, Orlando, FL
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  • Invited Speaker: “Approaches to Enhance Generalizability of Clinical Trials: Real-World Data, Novel Designs and Digital Solutions.” Clinical Trials Europe, 29th - 30th November 2023, Barcelona, Spain.
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  • Panelist: “Integrating Statistical Innovation in Healthcare Organization.” The Inaugural Statistical Innovation Community Summit, ASA New York City Chapter, Tarrytown, NY. November 9, 2023
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  • Panelist. “RWE Study Design and Causal Identification.” FIORD 2023. Forum on the Integration of Observational and Randomized Data Advancing the Integration of Real-World Evidence for Regulatory Decision-Making. November 6–7, 2023, The National Press Club, Washington DC
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  • Invited Discussant: “Innovative Approaches in Optimizing Real World Evidence in Decision Making and Drug Development”, Joint Statistical Meetings, Toronto, Canada, August 5-10, 2023.
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  • Special Session: “Toward Enhanced Collaboration among Statisticians of Indian and African Descent in North America.”2023 International Indian Statistical Association (IISA) Conference, June 1-4, 2023, Colorado School of Mines, Golden, Colorado USA.
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  • “Recent Developments in Causal Inference and Real-World Evidence Generation”, SCOPE 2023, February 6-9, Orlando, FL
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  • “Enhancing Generalizability of Clinical Trial Results Through Use of Real-World Evidence and Digital Solutions to Improve Enrollment Diversity.” Duke Industry StatisticsSymposium (DISS2023), March 30-31, 2023, Virtual.“Technologies and Innovative Trial Designs to Enhance Trial Population Diversity.” DIA  Innovative Trial Designs Conference , November 3-4, 2022, Tysons Corner, VA. 
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  • “Discussion: Recent Developments in Causal Inference with Real World Evidence in Drug Development.”  Joint Statistical Meetings in Washington, DC., August 6-11, 2022.
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  • "Methodological and Related Issues in the Use of Real-World Evidence to Enhance Drug Development.”  Summit for Clinical Ops Executives (SCOPE), February 7-10, 2022, Orlando, FL
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  • "Considerations on the Use of Analytics and Technology to Enhance Diversity in Clinical Trials.”  DIA 2021 Annual Meeting, June 27-July 1, 2021, Invited. Virtual.
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  • “Digitizing Clinical Trials to Enhance Diversity.” Joint Statistical Meetings. August 7–12, 2021. Invited. Virtual.
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  • “Challenges and Opportunities with Decentralized Trials: Statistical Perspectives”,28th Annual Biopharmaceutical Applied Statistics Symposium (BASS),October 25-28, 2021. Invited. Virtual.
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  • “Generating Reliable Evidence from Large-Scale Healthcare Data”, JSM 2020, InvitedDiscussant
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  • “Considerations on the Use of Real-World Data in Trial Design.” Summit for Clinical Ops Executives (SCOPE).Orlando, Florida, 18-21 February 2020.
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  • “Trending topics in enhanced clinical research and drug development.” 18th Annual ASA CT Chapter Mini-Conference.  April 21, 2020
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  • “On the Bias and Variance of the Odds Ratio, Relative Risk and False Discovery Proportion.” XV Latin American Congress of Probability and Mathematical Statistics (CLAPEM 2019). 2-6 December 2019; Merida-Yucatán, México 
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  • “Challenges and Opportunities with Use of Real-World Evidence in Drug Development. Summit for Clinical Ops Executives (SCOPE): Leveraging RWD for Clinical and Observational Research.Orlando, Florida, 18-21 February 2019.
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  • “Real-World Evidence.” Precision Medicine SAMSI Workshop on Advances in Precision and Personalized Medicine. Raleigh, NC.14-15 March 2019
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  • “A Leisurely Look at Deep Learning: A Statistician's Perspective.” Pharmaceutical Users Software Exchange. Collegeville, PA. 17 May 2018.
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  • “Reflections on the Opportunities and Challenges of Big Data. 36th Annual Spring Symposium.” ASA New Jersey Chapter, Rutgers RWJ Medical School, 29 May 2015, Piscataway, NJ. 29 May 2015
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  • Statistical Issues in the Assessment of Risk and Benefits of Alternative Treatment Modalities. Invited talk at: International Symposium on Business and Industrial Statistics (ISBIS 2012) June 17-21, 2012 Bangkok, Thailand


  • Meta-analysis in Risk-Benefit Evaluation. Indian Association for Statistics in Clinical Trials (IASCT) Annual Conference, April 19-22, 2012, Bangalore, India


  • Good Research Practices for Nonrandomized Studies of Treatment Effects Using Secondary Data Sources. Invited talk at: 2nd International Symposium on Biopharmaceutical Statistics, February 28-March 3, 2011, Berlin, Germany.


  • Reflections on Heterogeneity and Exchangeability in Comparative Effectiveness Research. Invited talk at: 20th Applied Statistics Symposium, International Chinese Statistical Association (ICSA ), June 26-29, 2011, New York City, NY


  • Current Issues with Meta-analysis in Medical Research. Instituto Panamericano de Estudios Avanzados en Probabilidad y Estadistica, PASI, Semana de Bioinformatica, Bioestadistica, Analisis de Supervivencia, May 3-8, 2010. Guanajuato, Mexico.


  • Recent Developments in Indirect Treatment Comparisons. Australian Statistical Conference. December 6-9, 2010. Perth, Australia.


  • A Comparative Study of Entropy-Based Goodness of Fit Tests. Stellenbosch Statistical Symposium: The International Society for Business and Industrial Statistic. August 24-26, 2009, Stellenbosch, Republic of South Africa


  • Enhancing the Statistics Profession Globally Through an Educational Ambassador Initiative. (Panelist with M. Aliaga and F. Scheuren). The 57th Session of the International Statistical Institute, August 16-22, 2009, Durban, Republic of South Africa


  • Testing for Normality Based on Entropy. First Annual Symposium of The International Society for Biopharmaceutical Statistics. June 30 - July 2, 2008, Shanghai, China


  • Drug Safety Assessment. Discussant of Invited Talks at: First Annual Symposium of The International Society for Biopharmaceutical Statistics. June 30 - July 2, 2008, Shanghai, China