Bayesian Biostatistics, Marcel Dekker, Table of Contents: General. Assessing Probabilities

Size: px
Start display at page:

Download "Bayesian Biostatistics, Marcel Dekker, Table of Contents: General. Assessing Probabilities"

Transcription

1 Bayesian Biostatistics, Marcel Dekker, 1996 Table of Contents: General 1. Bayesian Methods in Health Related Research Don Berry and Dalene Stangl 2. Bayesian Approaches to Randomized Trials David Spiegelhalter, Laurence Freedman, & Mahesh K.B. Parmar 3. Bayesian Epidemiology Deborah Ashby and Jane Hutton Assessing Probabilities 4. The Elicitation of Prior Distributions Kathryn Chaloner 5. Priors for the Design and Analysis of Clinical Trials Joseph Kadane and Lara Wolfson

2 Decision Problems 6. A Weibull Model for Survival Data: Using Prediction to Decide When to Stop a Clinical Trial Jiang Qian, Dalene Stangl, and Stephen George 7. Decision Models in Clinical Recommendations Development: The Stroke Prevention Policy Model Giovanni Parmigiani, Marek Ancukiewicz, and David Matchar 8. Dose-Response Analysis of Toxic Chemicals Vic Hasselblad and Annie M. Jarabek 9. Expected Utility as a Policy Making Tool: An Environmental Health Example Lara Wolfson, Joseph Kadane, and Mitchell Small Design 10. Bayesian Hypothesis Testing: Interim Analysis of a Clinical Trial Evaluating Phenytoin for the Prophlaxis of Early Post-traumatic Seizures in Children Roger J. Lewis 11. Inference and Design Strategies for a Hierarchical Logistic Regression Model Merlise Clyde, Peter Mueller, and Giovanni Parmigiani

3 Model Selection 12. Model Selection for Generalized Linear Models via GLIB: Application to Nutrition and Breast Cancer Adrian Raftery and Sylvia Richardson Hierarchical Models 13. Bayesian Analysis of Population Pharmacokinetic and Instantaneous Phamacodynamic Relationships Amy Racine-Poon and Jon Wakefield 14. Bayesian and Frequentist Analysis of an In Vivo Experiment in Tumor Hemodynamics Russ Wolfinger and Gary Rosner 15 Bayesian Meta-analysis of Randomized Trials using Graphical Models and BUGS Teresa Smith, David Spiegelhalter, Mahesh Parmar 16. Hierarchical Analysis of Continuous Time Survival Models Dalene Stangl 17. Hierarchical Bayesian Linear Models for Assessing the Effect of Extreme Cold Weather on Schizophrenic Births William DuMouchel, Christine Waternaux, and Dennis Kinney 18. Fitting and Checking a Two-Level Poisson Model: Modeling Patient Mortality Rates in Heart Transplant Patients Cindy Christiansen and Carl Morris

4 Other Topics 19. Analyzing Rodent Tumorigenicity Experiments Using Expert Knowledge Jane C. Lindsey and Louise M. Ryan 20. Assessing Drug Interactions:Tamoxifen and Cyclophosphamide Keith Abrams, Deborah Ashby, Joan Houghton, and Di Riley 21. Bayesian Subset Analysis of a Clincial Trial for the Treatment of HIV Infections Richard Simon, Dennis Dixon, and Boris Freidlin 22. Bayesian Modeling of Binary Repeated Measures Data with Application to Crossover Trials Jim Albert and Siddhartha Chib 23. A Comparative Study of Perinatal Mortality Using a Two Component Mixture Model Petros Dellaportas, David Stephens, Adrian Smith, and Irwin Guttman 24. A Change-Point Analysis of a Randomized Trial on the Effects of Calcium of Calcium Supplementation on Blood Pressure Lawrence Joseph, David Wolfson, Roxane du Berger, and Roseann Lyle 25. Bayesian Predictive Inference for a Binary Random Variable: Survey Estimation of the Quality of Care that Radiation Therapy Patients Receive Michael Racz and Joe Sedransk

5

6

7 3. Bayesian Epidemiology Deborah Ashby and Jane L. Hutton

8

9

10

11

12

13

14

15

16

17

18

19

20

21

22

23 Other Topics 19. Analyzing Rodent Tumorigenicity Experiments Using Expert Knowledge Jane C. Lindsey and Louise M. Ryan 20. Assessing Drug Interactions:Tamoxifen and Cyclophosphamide Keith Abrams, Deborah Ashby, Joan Houghton, & Di Riley 21. Bayesian Subset Analysis of a Clincial Trial for the Treatment of HIV Infections Richard Simon, Dennis Dixon, and Boris Freidlin 22. Bayesian Modeling of Binary Repeated Measures Data with Application to Crossover Trials Jim Albert and Siddhartha Chib 23. A Comparative Study of Perinatal Mortality Using a Two Component Mixture Model Petros Dellaportas, David Stephens, Adrian Smith, and Irwin Guttman 24. A Change-Point Analysis of a Randomized Trial on the Effects of Calcium of Calcium Supplementation on Blood Pressure Lawrence Joseph, David Wolfson, Roxane du Berger, & Roseann Lyle 25. Bayesian Predictive Inference for a Binary Random Variable: Survey Estimation of the Quality of Care that Radiation Therapy Patients Receive Michael Racz and Joe Sedransk

Commentary: Practical Advantages of Bayesian Analysis of Epidemiologic Data

Commentary: Practical Advantages of Bayesian Analysis of Epidemiologic Data American Journal of Epidemiology Copyright 2001 by The Johns Hopkins University School of Hygiene and Public Health All rights reserved Vol. 153, No. 12 Printed in U.S.A. Practical Advantages of Bayesian

More information

Use of a Bayesian Approach to Decide When to Stop a Therapeutic Trial: The Case of a Chemoprophylaxis Trial in Human Immunodeficiency Virus Infection

Use of a Bayesian Approach to Decide When to Stop a Therapeutic Trial: The Case of a Chemoprophylaxis Trial in Human Immunodeficiency Virus Infection American Journal of Epidemiology Copyright ª 2005 by the Johns Hopkins Bloomberg School of Public Health All rights reserved Vol. 161, No. 6 Printed in U.S.A. DOI: 10.1093/aje/kwi065 SPECIAL ARTICLE Use

More information

Using Statistical Principles to Implement FDA Guidance on Cardiovascular Risk Assessment for Diabetes Drugs

Using Statistical Principles to Implement FDA Guidance on Cardiovascular Risk Assessment for Diabetes Drugs Using Statistical Principles to Implement FDA Guidance on Cardiovascular Risk Assessment for Diabetes Drugs David Manner, Brenda Crowe and Linda Shurzinske BASS XVI November 9-13, 2009 Acknowledgements

More information

David J. Spiegelhalter

David J. Spiegelhalter Statistical Science 2004, Vol. 19, No. 1, 156 174 DOI 10.1214/088342304000000080 Institute of Mathematical Statistics, 2004 Incorporating Bayesian Ideas into Health-Care Evaluation David J. Spiegelhalter

More information

Advanced Bayesian Models for the Social Sciences. TA: Elizabeth Menninga (University of North Carolina, Chapel Hill)

Advanced Bayesian Models for the Social Sciences. TA: Elizabeth Menninga (University of North Carolina, Chapel Hill) Advanced Bayesian Models for the Social Sciences Instructors: Week 1&2: Skyler J. Cranmer Department of Political Science University of North Carolina, Chapel Hill skyler@unc.edu Week 3&4: Daniel Stegmueller

More information

Advanced Bayesian Models for the Social Sciences

Advanced Bayesian Models for the Social Sciences Advanced Bayesian Models for the Social Sciences Jeff Harden Department of Political Science, University of Colorado Boulder jeffrey.harden@colorado.edu Daniel Stegmueller Department of Government, University

More information

Lecture Outline. Biost 590: Statistical Consulting. Stages of Scientific Studies. Scientific Method

Lecture Outline. Biost 590: Statistical Consulting. Stages of Scientific Studies. Scientific Method Biost 590: Statistical Consulting Statistical Classification of Scientific Studies; Approach to Consulting Lecture Outline Statistical Classification of Scientific Studies Statistical Tasks Approach to

More information

What role should formal riskbenefit decision-making play in the regulation of medicines?

What role should formal riskbenefit decision-making play in the regulation of medicines? What role should formal riskbenefit decision-making play in the regulation of medicines? Deborah Ashby Dept of Epidemiology and Public Health Imperial College London Outline Decision-making: statistical

More information

Some Examples of Using Bayesian Statistics in Modeling Human Cognition

Some Examples of Using Bayesian Statistics in Modeling Human Cognition Some Examples of Using Bayesian Statistics in Modeling Human Cognition Michael Lee Department of Cognitive Sciences University of California, Irvine mdlee@uci.edu http://faculty.sites.uci.edu/mdlee http://sites.uci.edu/memorydecisionlab

More information

No Large Differences Among Centers in a Multi-Center Neurosurgical Clinical Trial

No Large Differences Among Centers in a Multi-Center Neurosurgical Clinical Trial No Large Differences Among Centers in a Multi-Center Neurosurgical Clinical Trial Emine O Bayman 1,2, K Chaloner 2,3, BJ Hindman 1 and MM Todd 1 1:Anesthesia, 2:Biostatistics, 3: Stat and Actuarial Sc,

More information

APPENDIX AVAILABLE ON REQUEST. HEI Panel on the Health Effects of Traffic-Related Air Pollution

APPENDIX AVAILABLE ON REQUEST. HEI Panel on the Health Effects of Traffic-Related Air Pollution APPENDIX AVAILABLE ON REQUEST Special Report 17 Traffic-Related Air Pollution: A Critical Review of the Literature on Emissions, Exposure, and Health Effects Chapter 3. Assessment of Exposure to Traffic-Related

More information

Summarising and validating test accuracy results across multiple studies for use in clinical practice

Summarising and validating test accuracy results across multiple studies for use in clinical practice Summarising and validating test accuracy results across multiple studies for use in clinical practice Richard D. Riley Professor of Biostatistics Research Institute for Primary Care & Health Sciences Thank

More information

The Development and Application of Bayesian Networks Used in Data Mining Under Big Data

The Development and Application of Bayesian Networks Used in Data Mining Under Big Data 2017 International Conference on Arts and Design, Education and Social Sciences (ADESS 2017) ISBN: 978-1-60595-511-7 The Development and Application of Bayesian Networks Used in Data Mining Under Big Data

More information

Meta-analysis of two studies in the presence of heterogeneity with applications in rare diseases

Meta-analysis of two studies in the presence of heterogeneity with applications in rare diseases Meta-analysis of two studies in the presence of heterogeneity with applications in rare diseases Christian Röver 1, Tim Friede 1, Simon Wandel 2 and Beat Neuenschwander 2 1 Department of Medical Statistics,

More information

Bayesian Meta-Analysis in Drug Safety Evaluation

Bayesian Meta-Analysis in Drug Safety Evaluation Bayesian Meta-Analysis in Drug Safety Evaluation Amy Xia, PhD Amgen, Inc. BBS Meta-Analysis of Clinical Safety Data Seminar Oct 2, 2014 Disclaimer: The views expressed herein represent those of the presenter

More information

Jake Bowers Wednesdays, 2-4pm 6648 Haven Hall ( ) CPS Phone is

Jake Bowers Wednesdays, 2-4pm 6648 Haven Hall ( ) CPS Phone is Political Science 688 Applied Bayesian and Robust Statistical Methods in Political Research Winter 2005 http://www.umich.edu/ jwbowers/ps688.html Class in 7603 Haven Hall 10-12 Friday Instructor: Office

More information

STATISTICS IN CLINICAL AND TRANSLATIONAL RESEARCH

STATISTICS IN CLINICAL AND TRANSLATIONAL RESEARCH 09/07/11 1 Overview and Descriptive Statistics a. Application of statistics in biomedical research b. Type of data c. Graphic representation of data d. Summary statistics: central tendency and dispersion

More information

Efficient Bayesian Sample Size Calculation for Designing a Clinical Trial with Multi-Cluster Outcome Data

Efficient Bayesian Sample Size Calculation for Designing a Clinical Trial with Multi-Cluster Outcome Data Biometrical Journal 45 (2003) 7, 826 836 Efficient Bayesian Sample Size Calculation for Designing a Clinical Trial with Multi-Cluster Outcome Data Kelly H. Zou* 1,2, Frederic S. Resnic 3, Adheet S. Gogate

More information

Statistical questions for statistical methods

Statistical questions for statistical methods Statistical questions for statistical methods Unpaired (two-sample) t-test DECIDE: Does the numerical outcome have a relationship with the categorical explanatory variable? Is the mean of the outcome the

More information

Innovative Approaches for Designing and Analyzing Adaptive Dose-Ranging Trials

Innovative Approaches for Designing and Analyzing Adaptive Dose-Ranging Trials Innovative Approaches for Designing and Analyzing Adaptive Dose-Ranging Trials Amit Roy, Bristol-Myers Squibb on behalf of the PhRMA Adaptive Dose Finding Studies Working Group PharmaEd Resources Conference

More information

Division of Epidemiology and Biostatistics. Induction day 2016/17 MSc Epidemiology & Biostatistics

Division of Epidemiology and Biostatistics. Induction day 2016/17 MSc Epidemiology & Biostatistics Division of Epidemiology and Biostatistics Induction day 2016/17 MSc Epidemiology & Biostatistics Programme management Dr Paul Baxter Programme Leader Dr Marlous Hall Deputy Programme Leader Mr Andrew

More information

Programme. Scottish Psychiatry - setting the scene, addiction and transplant psychiatry Chaired by Dr Bruce Ritson OBE. MD. FRCPsych. FRCPE.

Programme. Scottish Psychiatry - setting the scene, addiction and transplant psychiatry Chaired by Dr Bruce Ritson OBE. MD. FRCPsych. FRCPE. The Royal College of Psychiatrists in Scotland 20 th Anniversary of the Office in Scotland Thursday 2 nd and Friday 3 rd October 2014 George Hotel, Edinburgh, EH2 2PB Programme THURSDAY 2 nd OCTOBER 2014

More information

CIPR Education Journalism Awards Winners and Runners-Up

CIPR Education Journalism Awards Winners and Runners-Up Ted Wragg Award for Sustained/Outstanding Contribution to Education Journalism 2005 Winner: Donald MacLeod (Guardian) 2006 Winner: Mike Baker (BBC News) 2007 Winner: Lucy Hodges (Independent) 2008 Winner:

More information

Drug Information Association (DIA) 23 rd Annual EuroMeeting

Drug Information Association (DIA) 23 rd Annual EuroMeeting Drug Information Association (DIA) 23 rd Annual EuroMeeting 29 March 2011 Geneva, Switzerland Presented by: Deborah Ashby Imperial Clinical Trials Unit School of Public Health Imperial College London Current

More information

A Bayesian Perspective on Unmeasured Confounding in Large Administrative Databases

A Bayesian Perspective on Unmeasured Confounding in Large Administrative Databases A Bayesian Perspective on Unmeasured Confounding in Large Administrative Databases Lawrence McCandless lmccandl@sfu.ca Faculty of Health Sciences, Simon Fraser University, Vancouver Canada Summer 2014

More information

CIPR Education Journalism Awards Winners and Runners-Up

CIPR Education Journalism Awards Winners and Runners-Up Ted Wragg Award for Sustained/Outstanding Contribution to Education Journalism 2005 Winner: Donald MacLeod (Guardian) 2006 Winner: Mike Baker (BBC News) 2007 Winner: Lucy Hodges (Independent) 2008 Winner:

More information

Bayesian Prediction Tree Models

Bayesian Prediction Tree Models Bayesian Prediction Tree Models Statistical Prediction Tree Modelling for Clinico-Genomics Clinical gene expression data - expression signatures, profiling Tree models for predictive sub-typing Combining

More information

Linear Regression Analysis

Linear Regression Analysis Linear Regression Analysis WILEY SERIES IN PROBABILITY AND STATISTICS Established by WALTER A. SHEWHART and SAMUEL S. WILKS Editors: David J. Balding, Peter Bloomfield, Noel A. C. Cressie, Nicholas I.

More information

APPROXIMATE BAYESIAN INFERENCE FOR RANDOM EFFECTS META-ANALYSIS

APPROXIMATE BAYESIAN INFERENCE FOR RANDOM EFFECTS META-ANALYSIS STATISTICS IN MEDICINE, VOL. 17, 201 218 (1998) APPROXIMATE BAYESIAN INFERENCE FOR RANDOM EFFECTS META-ANALYSIS KEITH ABRAMS* AND BRUNO SANSO Department of Epidemiology and Public Health, University of

More information

Bayesian Multiplicity Control

Bayesian Multiplicity Control Bayesian Multiplicity Control Jim Berger Duke University B.G. Greenberg Distinguished Lectures Department of Biostatistics University of North Carolina at Chapel Hill May 13, 2016 1 Outline I. Introduction

More information

Missing Data in Longitudinal Studies: Strategies for Bayesian Modeling, Sensitivity Analysis, and Causal Inference

Missing Data in Longitudinal Studies: Strategies for Bayesian Modeling, Sensitivity Analysis, and Causal Inference COURSE: Missing Data in Longitudinal Studies: Strategies for Bayesian Modeling, Sensitivity Analysis, and Causal Inference Mike Daniels (Department of Statistics, University of Florida) 20-21 October 2011

More information

MS&E 226: Small Data

MS&E 226: Small Data MS&E 226: Small Data Lecture 10: Introduction to inference (v2) Ramesh Johari ramesh.johari@stanford.edu 1 / 17 What is inference? 2 / 17 Where did our data come from? Recall our sample is: Y, the vector

More information

TEACHING BAYESIAN METHODS FOR EXPERIMENTAL DATA ANALYSIS

TEACHING BAYESIAN METHODS FOR EXPERIMENTAL DATA ANALYSIS TEACHING BAYESIAN METHODS FOR EXPERIMENTAL DATA ANALYSIS Bruno Lecoutre, C.N.R.S. et Université de Rouen Mathématiques, France The innumerable articles denouncing the deficiencies of significance testing

More information

arxiv: v2 [stat.ap] 7 Dec 2016

arxiv: v2 [stat.ap] 7 Dec 2016 A Bayesian Approach to Predicting Disengaged Youth arxiv:62.52v2 [stat.ap] 7 Dec 26 David Kohn New South Wales 26 david.kohn@sydney.edu.au Nick Glozier Brain Mind Centre New South Wales 26 Sally Cripps

More information

Regression Discontinuity Designs: An Approach to Causal Inference Using Observational Data

Regression Discontinuity Designs: An Approach to Causal Inference Using Observational Data Regression Discontinuity Designs: An Approach to Causal Inference Using Observational Data Aidan O Keeffe Department of Statistical Science University College London 18th September 2014 Aidan O Keeffe

More information

Methods and Criteria for Model Selection

Methods and Criteria for Model Selection Methods and Criteria for Model Selection Summary Model selection is an important part of any statistical analysis, and indeed is central to the pursuit of science in general. Many authors have examined

More information

P. RICHARD HAHN. Research areas. Employment. Education. Research papers

P. RICHARD HAHN. Research areas. Employment. Education. Research papers P. RICHARD HAHN Arizona State University email: prhahn@asu.edu Research areas Bayesian methods, causal inference, foundations of statistics, nonlinear regression, Monte Carlo methods, applications to social

More information

Licensed To: Dolphin Swim Team - MI HY-TEK's TEAM MANAGER 6.0 5/28/2014 Page 1. Meet Results. Sammy Fonte (8) Ryan Buege (8) Daniel McDonough (8)

Licensed To: Dolphin Swim Team - MI HY-TEK's TEAM MANAGER 6.0 5/28/2014 Page 1. Meet Results. Sammy Fonte (8) Ryan Buege (8) Daniel McDonough (8) Licensed To: Dolphin Swim Team - MI HY-TEK's TEAM MANAGER 6.0 5/28/2014 Page 1 /P/S Event # 1 Male 100 Medley 8 & Under 1:43.34Y Gabe Almeida (8) Sammy onte (8) Ryan Buege (8) Daniel McDonough (8) 2:20.48Y

More information

Treatment effect estimates adjusted for small-study effects via a limit meta-analysis

Treatment effect estimates adjusted for small-study effects via a limit meta-analysis Treatment effect estimates adjusted for small-study effects via a limit meta-analysis Gerta Rücker 1, James Carpenter 12, Guido Schwarzer 1 1 Institute of Medical Biometry and Medical Informatics, University

More information

Bayesian graphical models for combining multiple data sources, with applications in environmental epidemiology

Bayesian graphical models for combining multiple data sources, with applications in environmental epidemiology Bayesian graphical models for combining multiple data sources, with applications in environmental epidemiology Sylvia Richardson 1 sylvia.richardson@imperial.co.uk Joint work with: Alexina Mason 1, Lawrence

More information

Bayesian Methods in Regulatory Science

Bayesian Methods in Regulatory Science Bayesian Methods in Regulatory Science Gary L. Rosner, Sc.D. Regulatory-Industry Statistics Workshop Washington, D.C. 13 September 2018 What is Regulatory Science? US FDA Regulatory Science is the science

More information

CLINICAL BIOSTATISTICS

CLINICAL BIOSTATISTICS 09/06/17 1 Overview and Descriptive Statistics a. Application of statistics in biomedical research b. Type of data c. Graphic representation of data d. Summary statistics: central tendency and dispersion

More information

Exploration of real-time crash likelihood of Powered-Two Wheelers in Greece. Road safety; real-time data; crash likelihood; powered-two-wheelers

Exploration of real-time crash likelihood of Powered-Two Wheelers in Greece. Road safety; real-time data; crash likelihood; powered-two-wheelers Exploration of real-time crash likelihood of Powered-Two Wheelers in Greece Theofilatos Athanasios 1 *, Yannis George 1, Kopelias Pantelis 2, Papadimitriou Fanis 3 1 National Technical University of Athens,

More information

Crew Call Request. Bellco Decadence Please Fax To: (SMG) denverconvention.

Crew Call Request. Bellco Decadence Please Fax To: (SMG) denverconvention. Bellco Decadence 2017 Date Submitted: Tue. Dec. 19, 2017 Event Date: 12.21.2017-1.1.2018 Request By: Jamie Heldt Contract Number: 17550 Checked By: Cody Doss Date Forwarded: Please Fax To: jheldt@denverconvention.com

More information

Applications of Bayesian methods in health technology assessment

Applications of Bayesian methods in health technology assessment Working Group "Bayes Methods" Göttingen, 06.12.2018 Applications of Bayesian methods in health technology assessment Ralf Bender Institute for Quality and Efficiency in Health Care (IQWiG), Germany Outline

More information

A practical approach for eliciting expert prior beliefs about cancer survival in phase III randomized trial

A practical approach for eliciting expert prior beliefs about cancer survival in phase III randomized trial Journal of Clinical Epidemiology 62 (2009) 431e437 A practical approach for eliciting expert prior beliefs about cancer survival in phase III randomized trial Anne Hiance a, Sylvie Chevret b,c, Vincent

More information

Impact of integration on HIV testing outcomes in FP and PNC cohorts in Kenya

Impact of integration on HIV testing outcomes in FP and PNC cohorts in Kenya London dissemination meeting July 2013 Impact of integration on HIV testing outcomes in FP and PNC cohorts in Kenya Kathryn Church, Weiwei Zhou, George Ploubidis, Isolde Birdthistle, Jackie Kivunaga, Ian

More information

Bayesian Latent Subgroup Design for Basket Trials

Bayesian Latent Subgroup Design for Basket Trials Bayesian Latent Subgroup Design for Basket Trials Yiyi Chu Department of Biostatistics The University of Texas School of Public Health July 30, 2017 Outline Introduction Bayesian latent subgroup (BLAST)

More information

Two-by-Two Factorial Cancer Treatment Trials: Is Sufficient Attention Being Paid to Possible Interactions?

Two-by-Two Factorial Cancer Treatment Trials: Is Sufficient Attention Being Paid to Possible Interactions? JNCI J Natl Cancer Inst (2017) 109(9): djx146 doi: 10.1093/jnci/djx146 First published online August 8, 2017 Commentary Two-by-Two Factorial Cancer Treatment Trials: Is Sufficient Attention Being Paid

More information

Practical Bayesian Design and Analysis for Drug and Device Clinical Trials

Practical Bayesian Design and Analysis for Drug and Device Clinical Trials Practical Bayesian Design and Analysis for Drug and Device Clinical Trials p. 1/2 Practical Bayesian Design and Analysis for Drug and Device Clinical Trials Brian P. Hobbs Plan B Advisor: Bradley P. Carlin

More information

32nd Injuries in Baseball Course January 24 26, 2014 Omni Hotel Atlanta, GA

32nd Injuries in Baseball Course January 24 26, 2014 Omni Hotel Atlanta, GA FRIDAY January 24, 2014 32nd Injuries in Baseball Course January 24 26, 2014 Omni Hotel Atlanta, GA 8:00 a.m. WELCOME Kevin E. Wilk, PT. D.P.T., F.A.P.T.A. SESSION I SHOULDER I Integrate shoulder anatomy

More information

REVEAL: Randomized placebo-controlled trial of anacetrapib in 30,449 patients with atherosclerotic vascular disease

REVEAL: Randomized placebo-controlled trial of anacetrapib in 30,449 patients with atherosclerotic vascular disease REVEAL: Randomized placebo-controlled trial of anacetrapib in 30,449 patients with atherosclerotic vascular disease Martin Landray and Louise Bowman on behalf of the HPS 3 / TIMI 55 - REVEAL Collaborative

More information

REPORTING BAYESIAN ANALYSES OF CLINICAL TRIALS

REPORTING BAYESIAN ANALYSES OF CLINICAL TRIALS STATISTICS IN MEDICINE, VOL. 12, 1651-1663 (1993) REPORTING BAYESIAN ANALYSES OF CLINICAL TRIALS MICHAEL D. HUGHES Departnient of Biostutistics. Harcard School of Public Health. 677 Huntington Avenue,

More information

VIRGINIA COMMONWEALTH GAMES PICKLEBALL TOURNAMENT FINAL RESULTS Lynchburg, Virginia; July 25-27, 2014

VIRGINIA COMMONWEALTH GAMES PICKLEBALL TOURNAMENT FINAL RESULTS Lynchburg, Virginia; July 25-27, 2014 VIRGINIA COMMONWEALTH GAMES PICKLEBALL TOURNAMENT FINAL RESULTS Lynchburg, Virginia; July 25-27, 2014 Congratulations to all the players from across Virginia, and from seven other States, who competed

More information

Bayesian and Frequentist Approaches

Bayesian and Frequentist Approaches Bayesian and Frequentist Approaches G. Jogesh Babu Penn State University http://sites.stat.psu.edu/ babu http://astrostatistics.psu.edu All models are wrong But some are useful George E. P. Box (son-in-law

More information

Handbook of Clinical Child Neuropsychology

Handbook of Clinical Child Neuropsychology Handbook of Clinical Child Neuropsychology Second Edition Edited by Cecil R. Reynolds Texas A&M University College Station, Texas and Elaine Fletcher-Janzen The Brown Schools of West Texas Midland, Texas

More information

Bayesian hierarchical models for adaptive randomization in biomarker-driven studies: Umbrella and platform trials

Bayesian hierarchical models for adaptive randomization in biomarker-driven studies: Umbrella and platform trials Bayesian hierarchical models for adaptive randomization in biomarker-driven studies: Umbrella and platform trials William T. Barry, PhD Nancy and Morris John Lurie Investigator Biostatistics and Computational

More information

Instructors: Patrick Brandt Skyler Cranmer and Jong Hee Park

Instructors: Patrick Brandt Skyler Cranmer and Jong Hee Park Advanced Bayesian Models for the Social Sciences ICPSR Second Session, 2010. Instructors: Patrick Brandt (pbrandt@utdallas.edu), Skyler Cranmer (skyler@unc.edu), and Jong Hee Park (jhp@uchicago.edu). TA:

More information

POL 574: Quantitative Analysis IV

POL 574: Quantitative Analysis IV POL 574: Quantitative Analysis IV Spring 2009 Kosuke Imai 1 Contact Information Office: Corwin Hall 041 Office Phone: 258 6601 Email: kimai@princeton.edu URL: http://imai.princeton.edu 2 Logistics Fridays

More information

Combining Risks from Several Tumors Using Markov Chain Monte Carlo

Combining Risks from Several Tumors Using Markov Chain Monte Carlo University of Nebraska - Lincoln DigitalCommons@University of Nebraska - Lincoln U.S. Environmental Protection Agency Papers U.S. Environmental Protection Agency 2009 Combining Risks from Several Tumors

More information

Use of blinded independent central review of PFS in definitive trials

Use of blinded independent central review of PFS in definitive trials Use of blinded independent central review of PFS in definitive trials Lori E. Dodd, PhD Biostatistics Research Branch National Institute of Allergy and Infectious Diseases 1 Progression-free survival Use

More information

A Bayesian Approach to Measurement Error Problems in Epidemiology Using Conditional Independence Models

A Bayesian Approach to Measurement Error Problems in Epidemiology Using Conditional Independence Models American Journal of Epidemlotogy Vol 138, No 6 Copyright 1993 by The Johns Hopkins University School of Hygiene and Public Health Printed in U SA. All rights reserved A Bayesian Approach to Measurement

More information

Bayesian and Classical Approaches to Inference and Model Averaging

Bayesian and Classical Approaches to Inference and Model Averaging Bayesian and Classical Approaches to Inference and Model Averaging Course Tutors Gernot Doppelhofer NHH Melvyn Weeks University of Cambridge Location Norges Bank Oslo Date 5-8 May 2008 The Course The course

More information

Bayesian hierarchical modelling

Bayesian hierarchical modelling Bayesian hierarchical modelling Matthew Schofield Department of Mathematics and Statistics, University of Otago Bayesian hierarchical modelling Slide 1 What is a statistical model? A statistical model:

More information

Design for Targeted Therapies: Statistical Considerations

Design for Targeted Therapies: Statistical Considerations Design for Targeted Therapies: Statistical Considerations J. Jack Lee, Ph.D. Department of Biostatistics University of Texas M. D. Anderson Cancer Center Outline Premise General Review of Statistical Designs

More information

Addressing Multiple Treatments I: Cochrane Overviews. Lorne Becker Denise Thomson Deborah Caldwell

Addressing Multiple Treatments I: Cochrane Overviews. Lorne Becker Denise Thomson Deborah Caldwell Addressing Multiple Treatments I: Cochrane Overviews Lorne Becker Denise Thomson Deborah Caldwell Outline of the Workshop Introduction to Cochrane Overviews: Lorne Becker Logistic aspects in planning an

More information

Quality & Patient Safety Innovation Summit, May 22-24, 2013 Evaluation Form

Quality & Patient Safety Innovation Summit, May 22-24, 2013 Evaluation Form Quality & Patient Safety Innovation Summit, May -, 0 Evaluation Form Please print form, complete and return via email to lisa@jamiebelkin.com or fax to 6.9.0.. Please tell us about yourself. Position:

More information

Draft Guidance for Industry and FDA Staff. Guidance for the Use of Bayesian Statistics in Medical Device Clinical Trials

Draft Guidance for Industry and FDA Staff. Guidance for the Use of Bayesian Statistics in Medical Device Clinical Trials Draft Guidance for Industry and FDA Staff Guidance for the Use of Bayesian Statistics in Medical Device Clinical Trials DRAFT GUIDANCE This guidance document is being distributed for comment purposes only.

More information

Applied Medical. Statistics Using SAS. Geoff Der. Brian S. Everitt. CRC Press. Taylor Si Francis Croup. Taylor & Francis Croup, an informa business

Applied Medical. Statistics Using SAS. Geoff Der. Brian S. Everitt. CRC Press. Taylor Si Francis Croup. Taylor & Francis Croup, an informa business Applied Medical Statistics Using SAS Geoff Der Brian S. Everitt CRC Press Taylor Si Francis Croup Boca Raton London New York CRC Press is an imprint of the Taylor & Francis Croup, an informa business A

More information

National HIV self-sampling service. Luis E. Guerra National Programme Manager Sexual Health, Reproductive Health & HIV

National HIV self-sampling service. Luis E. Guerra National Programme Manager Sexual Health, Reproductive Health & HIV National HIV self-sampling service Luis E. Guerra National Programme Manager Sexual Health, Reproductive Health & HIV Luis.Guerra@phe.gov.uk @ LGUERRAC Outlines Who is using the service? Is the service

More information

CATHEDRAL OF ST. PETER Liturgical Ministry Schedule Aug 31 - Oct 31, 2013

CATHEDRAL OF ST. PETER Liturgical Ministry Schedule Aug 31 - Oct 31, 2013 CATHEDRAL OF ST. PETER Liturgical Ministry Schedule Aug 31 - Oct 31, 2013 August 31 - September 6 Saturday, Aug 31, 5:00 PM Sunday, Sep 1, 7:30 AM Sunday, Sep 1, 9:00 AM Sunday, Sep 1, 11:00 AM Sunday,

More information

Bayes Factors for t tests and one way Analysis of Variance; in R

Bayes Factors for t tests and one way Analysis of Variance; in R Bayes Factors for t tests and one way Analysis of Variance; in R Dr. Jon Starkweather It may seem like small potatoes, but the Bayesian approach offers advantages even when the analysis to be run is not

More information

Ordinal Data Modeling

Ordinal Data Modeling Valen E. Johnson James H. Albert Ordinal Data Modeling With 73 illustrations I ". Springer Contents Preface v 1 Review of Classical and Bayesian Inference 1 1.1 Learning about a binomial proportion 1 1.1.1

More information

STATISTICS & PROBABILITY

STATISTICS & PROBABILITY STATISTICS & PROBABILITY LAWRENCE HIGH SCHOOL STATISTICS & PROBABILITY CURRICULUM MAP 2015-2016 Quarter 1 Unit 1 Collecting Data and Drawing Conclusions Unit 2 Summarizing Data Quarter 2 Unit 3 Randomness

More information

Adverse Reactions to HIV Vaccines: Medical, Ethical, and Legal Issues. September OTA-BP-H-163 GPO stock #

Adverse Reactions to HIV Vaccines: Medical, Ethical, and Legal Issues. September OTA-BP-H-163 GPO stock # Adverse Reactions to HIV Vaccines: Medical, Ethical, and Legal Issues September 1995 OTA-BP-H-163 GPO stock #052-003-01429-7 Recommended Citation: U.S. Congress, Office of Technology Assessment, Adverse

More information

HOW TO BE A BAYESIAN IN SAS: MODEL SELECTION UNCERTAINTY IN PROC LOGISTIC AND PROC GENMOD

HOW TO BE A BAYESIAN IN SAS: MODEL SELECTION UNCERTAINTY IN PROC LOGISTIC AND PROC GENMOD HOW TO BE A BAYESIAN IN SAS: MODEL SELECTION UNCERTAINTY IN PROC LOGISTIC AND PROC GENMOD Ernest S. Shtatland, Sara Moore, Inna Dashevsky, Irina Miroshnik, Emily Cain, Mary B. Barton Harvard Medical School,

More information

AHRQ Effective Health Care Program Clinical and Comparative Effectiveness Research Methods: II

AHRQ Effective Health Care Program Clinical and Comparative Effectiveness Research Methods: II AHRQ Effective Health Care Program Clinical and Comparative Effectiveness Research Methods: II June 1-2, 2009 John M. Eisenberg Building Agency for Healthcare Research and Quality AHRQ Conference Center

More information

BAYESIAN HYPOTHESIS TESTING WITH SPSS AMOS

BAYESIAN HYPOTHESIS TESTING WITH SPSS AMOS Sara Garofalo Department of Psychiatry, University of Cambridge BAYESIAN HYPOTHESIS TESTING WITH SPSS AMOS Overview Bayesian VS classical (NHST or Frequentist) statistical approaches Theoretical issues

More information

Evaluating Adaptive Dose Finding Designs and Methods

Evaluating Adaptive Dose Finding Designs and Methods Evaluating Adaptive Dose Finding Designs and Methods Amit Roy Bristol-Myers Squibb IIR Conference on Clinical Trial Design Princeton, NJ September 12-14, 2006 Acknowledgments: Adaptive Dose Finding Studies

More information

Using historical data for Bayesian sample size determination

Using historical data for Bayesian sample size determination Using historical data for Bayesian sample size determination Author: Fulvio De Santis, J. R. Statist. Soc. A (2007) 170, Part 1, pp. 95 113 Harvard Catalyst Journal Club: December 7 th 2016 Kush Kapur,

More information

School of Population and Public Health SPPH 503 Epidemiologic methods II January to April 2019

School of Population and Public Health SPPH 503 Epidemiologic methods II January to April 2019 School of Population and Public Health SPPH 503 Epidemiologic methods II January to April 2019 Time: Tuesday, 1330 1630 Location: School of Population and Public Health, UBC Course description Students

More information

Application of IVIVCs in Formulation Development Douglas F Smith

Application of IVIVCs in Formulation Development Douglas F Smith Application of IVIVCs in Formulation Development Douglas F Smith PQRI Workshop on Application of IVIVC in Formulation Development September 5-6, 2012 Bethesda, Maryland In Vitro/In Vivo Correlations -

More information

PERINATAL BEREAVEMENT RESOURCE AND SUPPORT GROUP LIST

PERINATAL BEREAVEMENT RESOURCE AND SUPPORT GROUP LIST Minnesota Share Chapters The National Share office hosts three monthly online group chats that are free of charge to our families. The online Pregnancy Loss Group (for the loss of baby through miscarriage,

More information

Rolling Dose Studies

Rolling Dose Studies PhRMA PISC Working Group on Rolling Dose Studies Results, Conclusions and Recommendations PISC Project Leaders Teleconference, July 07, 2006 Outline Goals and scope Evaluating DF methods: simulation study

More information

Efficacy of sofosbuvir plus ribavirin with or without peginterferon-alfa in patients with HCV

Efficacy of sofosbuvir plus ribavirin with or without peginterferon-alfa in patients with HCV Supplementary appendix This appendix is a supplement to: Graham R. Foster, Stephen Pianko, Curtis Cooper, et al. Efficacy of sofosbuvir plus ribavirin with or without peginterferon-alfa in patients with

More information

Bayesian approaches to handling missing data: Practical Exercises

Bayesian approaches to handling missing data: Practical Exercises Bayesian approaches to handling missing data: Practical Exercises 1 Practical A Thanks to James Carpenter and Jonathan Bartlett who developed the exercise on which this practical is based (funded by ESRC).

More information

Bayesian Adjustments for Misclassified Data. Lawrence Joseph

Bayesian Adjustments for Misclassified Data. Lawrence Joseph Bayesian Adjustments for Misclassified Data Lawrence Joseph Marcel Behr, Patrick Bélisle, Sasha Bernatsky, Nandini Dendukuri, Theresa Gyorkos, Martin Ladouceur, Elham Rahme, Kevin Schwartzman, Allison

More information

Case Studies In Bayesian Statistical Modelling And Analysis

Case Studies In Bayesian Statistical Modelling And Analysis Case Studies In Bayesian Statistical Modelling And Analysis CASE STUDIES IN BAYESIAN STATISTICAL MODELLING AND ANALYSIS PDF - Are you looking for case studies in bayesian statistical modelling and analysis

More information

Retention in HIV care predicts subsequent retention and predicts survival well after the first year of care: a national study of US Veterans

Retention in HIV care predicts subsequent retention and predicts survival well after the first year of care: a national study of US Veterans Retention in HIV care predicts subsequent retention and predicts survival well after the first year of care: a national study of US Veterans Thomas P. Giordano, MD, MPH, Jessica A. Davila, PhD, Christine

More information

Bayesian Adjustments for Misclassified Data. Lawrence Joseph

Bayesian Adjustments for Misclassified Data. Lawrence Joseph Bayesian Adjustments for Misclassified Data Lawrence Joseph Bayesian Adjustments for Misclassified Data Lawrence Joseph Marcel Behr, Patrick Bélisle, Sasha Bernatsky, Nandini Dendukuri, Theresa Gyorkos,

More information

Bayesian Monitoring and Bootstrap Trial Simulation: A New Paradigm to Implement Adaptive Trial Design for Testing Antidepressant Drugs

Bayesian Monitoring and Bootstrap Trial Simulation: A New Paradigm to Implement Adaptive Trial Design for Testing Antidepressant Drugs 2 The Open Psychiatry Journal, 29, 3, 2-32 Open Access Bayesian Monitoring and Bootstrap Trial Simulation: A New Paradigm to Implement Adaptive Trial Design for Testing Antidepressant Drugs Emilio Merlo-Pich

More information

Playing By The Rules:

Playing By The Rules: Playing By The Rules: Who Decides Flagging Criteria For Outcomes and Why? SRTR Perspective Jon J. Snyder, PhD Director of Transplant Epidemiology Scientific Registry of Transplant Recipients Minneapolis

More information

CASTLE HOWARD EVENT 2018

CASTLE HOWARD EVENT 2018 Castle Howard Triathlon Saturday 21st July 2018 Castle Howard Triathlon Sunday 22nd July 2018 The 'Brideshead Revisited' Sprint Plus - 800m/46km/8km Includes Macmillan Cancer Support Charity Place Race

More information

Temporal trends in the incidence of molecular subtypes of breast cancer. Jonine D. Figueroa, Ph.D., M.P.H.

Temporal trends in the incidence of molecular subtypes of breast cancer. Jonine D. Figueroa, Ph.D., M.P.H. Temporal trends in the incidence of molecular subtypes of breast cancer Jonine D. Figueroa, Ph.D., M.P.H. Epidemiology: Health data science Study of the distribution and determinants of health and disease

More information

Girls 7 and Under Age Class Km Cup Cls. Girls 7 and Under Age Class Km Cup Cls. Girls Age Class - 1.

Girls 7 and Under Age Class Km Cup Cls. Girls 7 and Under Age Class Km Cup Cls. Girls Age Class - 1. A NOTE ABOUT RCN/USIBELLI SERIES POINTS: Please note that RCN/Usibelli Series Points are awarded based upon a runner's RCN/Usibelli Series class. RCN/Usibelli Series classes are assigned based upon a runner's

More information

Response to Comment on Cognitive Science in the field: Does exercising core mathematical concepts improve school readiness?

Response to Comment on Cognitive Science in the field: Does exercising core mathematical concepts improve school readiness? Response to Comment on Cognitive Science in the field: Does exercising core mathematical concepts improve school readiness? Authors: Moira R. Dillon 1 *, Rachael Meager 2, Joshua T. Dean 3, Harini Kannan

More information

HIV in the Health Care Workplace. November OTA-BP-H-90 NTIS order #PB

HIV in the Health Care Workplace. November OTA-BP-H-90 NTIS order #PB HIV in the Health Care Workplace November 1991 OTA-BP-H-90 NTIS order #PB92-150333 Recommended Citation: U.S. Congress, Office of Technology Assessment, HIV in the Health Care Workplace, OTA-BP-H-90 (:

More information

WHY BAYESIAN ANALYSIS HASN T CAUGHT ON IN HEALTHCARE DECISION MAKING

WHY BAYESIAN ANALYSIS HASN T CAUGHT ON IN HEALTHCARE DECISION MAKING International Journal of Technology Assessment in Health Care, 17:1 (2001), 56 66. Copyright c 2001 Cambridge University Press. Printed in the U.S.A. WHY BAYESIAN ANALYSIS HASN T CAUGHT ON IN HEALTHCARE

More information

Methodology for Bayesian Model Averaging: An Update

Methodology for Bayesian Model Averaging: An Update Methodology for Bayesian Model Averaging: An Update Jennifer A. Hoeting Colorado State University Abstract The standard practice of selecting a single model from some class of models and then making inferences

More information

Statement and Return Report for Certification

Statement and Return Report for Certification Statement and Return Report for Certification General Election 4 - /4/4 - State Senator th Senatorial District Vote for Page of 8/7/5 :59:4PM Assembly District 4 General Election 4 - /4/4 State Senator

More information