Methods Core - Seminars
Please note: All seminars take place at CAPS in the McKusick Conference room, unless otherwise noted. Directions to CAPS.
See materials from past seminars.
Quantitative Methods
Friday, November 20, 10-11:30 am
- Searching for Latent Patterns in Longitudinal Data: How
Well Do Latent Growth Mixture Models Work?
Kevin Delucchi , MD, Professor in Residence, UCSF Department of Psychiatry
In the first part of this talk we present an example of an application of latent growth mixture modeling to the study of alcohol consumption. We review the steps of fitting such models to data and methods designed to help understand the results. This work lead to the research discussed in the second part of this talk. Here we present the findings of ongoing work to determine how well such models capture actual class membership and the features that determine how well such models operate.
Friday, December 11, 10-11:30 am
- Statistical CSI: An attempt to detect fraud in papers published
from a medical biochemistry department
Mark Hudes, PhD, Biostatistician at UC Berkeley and Oakland's Children's Hospital, UCB Department of Nutritional Sciences
A statistical method is presented to test whether data are consistent with minimum statistical variability expected in biological experiments. The method was applied to the data presented in data tables in a subset of 84 articles among more than 200 published by 3 investigators in a medical biochemistry department at a major university in India and to 29 “control” articles selected by key word PubMed searches. Major conclusions:
- Unusual clustering was observed for data from the majority of articles analyzed that were published by the 3 investigators from 2000-2007.
- Unusual clustering was not observed for data from any of the articles published by the 3 investigators from 1992-1999.
- Unusual clustering was not observed for data from any of the “control”
articles that came from outside this university.
Friday, January 20, 2010, 10-11:30 am
- New Features in Stata 11
Estie Hudes, PhD, MPH, Tor Neilands, PHD, Lance Pollack, PhD, Starley Shade, PHD, MPH
We will present highlights from a one-day short course we participated in recently.
Qualitative Methods
Past seminars
- July 2009 - Introduction to probability sampling: concepts, practices, and pitfalls by Johnny Blair
- May 2009 - Adaptive Clinical Trial Designs: Changing the Population Sampled in Response to Already Accrued Data by Michael Rosenblum, PhD
- April 2009 - Probability Sampling in a Bathhouse Setting: Purpose, Practice and Practicality by Paul Cotten
- March 2009 - Mediation Models with Binary Outcomes and/or Binary Mediators by Steve Gregorich
- February 2009 - Long-term
treatment effects from a short-term RCT with a long-term, treatment-only
extension
by Eric Vittinghoff, PhD, MPH - January 2009 - Causal Inference Issues in Randomized HIV Prevention Studies by David Glidden, PhD,
- September 2008 - StudyTRAX software and its new features demonstration, presented byJohn Putzke, Ph.D., M.S.P.H.
- June 2008 - Can Nonrandomized Experiments Yield Accurate Answers? A Randomized Experiment Comparing Random to Nonrandom Assignment? presented by Dr. William Shadish. Presentation handouts and article
- April 2008 - Basics of Interim Analysis presented by Dr. Dave Glidden,
- March 2008 - Prediction of random effects and effects of misspecification of their distributions presented by Dr. Charles McCulloch
- February 2008 - Using Regression to Analyze Randomized Trials: Valid Hypothesis Tests Despite Incorrectly Specified Models presented by Dr. Michael Rosenblum.
- January 2008 - Repeated measures models with multiple, correlated random effects by Dr. Steve Gregorich
- November 2007 - The Bathwater Has No Baby, and The Clothes Have No Emperor: Coming to Terms with Self-Responsibility in Science and in Real Life presented by Dr. Mike Acree
- October 2007 - Presentations by Dr. Matthew Salganik:
- An introduction to respondent-driven sampling: presentation and article
- Respondent-Driven Sampling as Markov Chain Monte Carlo: presentation and article
- September 2007 - Designing Effective Questionnaires: An Exploration of the Psychology of Question-Answering presented by Dr. Jon Krosnick
- June 2007 - Statistical Mediation Analysis presented by Dr. David MacKinnon
- May 2007 - Multiple Events in Applications: Ventilator-Free Days in Critical Care presented by Dr. David Glidden
- April 2007 - Enhancement of data management and epidemiological skills: analysis of the effects of hormonal contraception on the natural history of HIV-1 infected women in Nairobi and Zimbabwe presented by Christina Mwachari, MD
- March 2007 - Handling Missing Data presented by Tor Neilands and Estie Hudes
- February 2007 - Structural Equation Modeling Software Capabilities of General Interest
- January 2007 - The Tribulations of a Trial: Design Dilemmas in Testing the Efficacy of a Community-Level HIV Prevention Intervention for Young Black MSM presented by Susan M. Kegeles, Greg Rebchook, John Peterson, Dave Huebner