Emerging Statistical Challenges and Methods For Analysis of Massive Genomic Data in Complex Human Disease Studies

Videos from BIRS Workshop 14w5011

, University of Chicago
- 09:39
GWAS to WGAS-A Difficult Permutation
Watch video | Download video: 201406230905-Nicolae.mp4 (95M)
, University of North Carolina
- 10:19
Design of Sequencing-Based Studies
Watch video | Download video: 201406230941-Li.mp4 (94M)
, North Carolina State University
- 11:52
A Collapsing Method Based on Mixed-Effect Modeling for Rare CNV Analysis
Watch video | Download video: 201406231120-Tzeng.mp4 (81M)
, Harvard University
- 14:37
Effective Adjustment of Differential Cell Populations in Epigenome-Wide Association Studies
Watch video | Download video: 201406231405-Liang.mp4 (78M)
, Harvard University
- 16:00
Integrative Mediation Analysis of Genetic and Genomic Data in Genetic Association Studies
Watch video | Download video: 201406231536-Lin.mp4 (58M)
, Columbia University
- 09:06
Empirical Bayes Scan Statistics for Detecting Clusters of Disease Risk Variants in Genetic Studies
Watch video | Download video: 201406240835-Ionita-Laza.mp4 (79M)
, UQAM
- 09:35
Mapping Rare Variants by the Coalescent
Watch video | Download video: 201406240909-Larribe.mp4 (69M)
, Hospital for Sick Children, Toronto
- 10:09
Case-Control Genetic Association Studies with Next-Generation Sequence Data and External Controls: The Robust Variance Score Statistic
Watch video | Download video: 201406240940-Strug.mp4 (81M)
, University of Washington
- 11:12
Mixed-Model Association Mapping in Admixed Populations
Watch video | Download video: 201406241039-Thornton.mp4 (74M)
, University of California, Los Angeles
- 11:43
Known and Unknown Confounders in Genetic Studies
Watch video | Download video: 201406241117-Eskin.mp4 (68M)
, Harvard University
- 12:21
The generalized higher criticism for testing SNP sets in genetic association studies
Watch video | Download video: 201406241144-Barnett.mp4 (98M)
, University of California, Los Angeles
- 13:59
Empirical evaluation of prediction- and correlation network methods applied to genomic data
Watch video | Download video: 201406241323-Horvath.mp4 (102M)
, University of Chicago
- 14:29
New approaches to large-scale data integration: Across-omics and across variant types
Watch video | Download video: 201406241400-Cox.mp4 (113M)
, Newcastle University
- 15:38
Moving Forward from GWAS through Analysis of Multiple Data Types
Watch video | Download video: 201406241502-Cordell.mp4 (96M)
, Dartmouth College
- 16:08
Characterizing SNPs Using Genomic Information
Watch video | Download video: 201406241539-Amos.mp4 (84M)
, National Cancer Institute
- 09:51
Statistical Issues in Development and Evaluation of Genetic Risk Prediction Models
Watch video | Download video: 201406250910-Chatterjee.mp4 (111M)
, Oregon Health and Science University
- 10:19
Risk Classification with an Adaptive Naïve Bayes Kernel Machine Model
Watch video | Download video: 201406250952-Minnier.mp4 (90M)
, University of British Columbia
- 10:46
Building a Classification Model Based on miRNA Data
Watch video | Download video: 201406251020-Chen.mp4 (59M)
, University of California, San Francisco
- 11:41
Methods for Evaluating Pleiotropy
Watch video | Download video: 201406251110-Witte.mp4 (80M)
, Department of Biostatistics, Yale University
- 12:13
Statistical Methods to Prioritize GWAS Results by Integrating Pleiotropy and Annotation
Watch video | Download video: 201406251143-Zhao.mp4 (79M)
, University of Toronto
- 12:43
Sampling Strategies in Two-Stage Regional Fine Mapping of a Quantitative Trait
Watch video | Download video: 201406251216-Bull.mp4 (76M)
, University of Michigan
- 09:13
Robust and powerful sibpair test for rare variant association
Watch video | Download video: 201406260838-Zollner.mp4 (97M)
, Emory University
- 09:34
Statistical Approaches for Rare-Variant Testing in Affected Sibships
Watch video | Download video: 201406260915-Epstein.mp4 (48M)
, Duke University
- 10:06
Utilizing Population Controls in Rare-Variant Case-Parent Association Tests
Watch video | Download video: 201406260940-Allen.mp4 (85M)
, University of California, Los Angeles
- 11:05
Screening for Intergenerational Genetic Effects
Watch video | Download video: 201406261037-Sinsheimer.mp4 (70M)
, University of North Carolina
- 11:49
Gene and Region Based Testing of Gene-Gene Interactions for Quantitative Traits with the SNP-Set Kernel Interaction Test (SKIT)’
Watch video | Download video: 201406261113-Wu.mp4 (99M)
, Lunenfeld Tanenbaum Research Inst.
- 12:28
Detection of Gene by Gene and Gene by Environment Interactions in GWAS through Bayesian Graphical Models
Watch video | Download video: 201406261155-Briollais.mp4 (102M)
, University of Michigan
- 14:15
The role of environmental heterogeneity in meta-analysis of gene-environment interactions
Watch video | Download video: 201406261337-Mukherjee.mp4 (104M)
, University of Washington
- 14:55
Genotype Imputation from Sequence Data in Pedigrees: Rare and Common Variants in Complex Traits
Watch video | Download video: 201406261417-Wijsman.mp4 (92M)
, Mayo Clinic
- 15:54
Whole-Exome Sequence Scan in Pedigrees and Controls: Applications and Co-Segregation Methods
Watch video | Download video: 201406261514-Schaid.mp4 (121M)
, University of Southern California
- 16:48
Approaches to modeling precursor lesions in cancer etiology: applications to testicular and colorectal cancers
Watch video | Download video: 201406261555-Thomas.mp4 (148M)