Statistical and Computational Theory and Methodology for Big Data Analysis

Videos from BIRS Workshop 14w5086

, University of Pennsylvania
- 11:08
Microbiome, Metagenomics and High-dimensional Compositional Data Analysis
Watch video | Download video: 201402101029-Li.mp4 (72M)
, Yale University
- 11:49
Tree-based Rare Variants Analyses
Watch video | Download video: 201402101108-Zhang.mp4 (130M)
, University of California at Los Angeles
- 14:51
When multi-core statistical computing fails for massive sample sizes
Watch video | Download video: 201402101410-Suchard.mp4 (69M)
, Rutgers University
- 15:32
A Split-and-Conquer Approach for Analysis of Extraordinarily Large Data
Watch video | Download video: 201402101451-Xie.mp4 (81M)
, Rutgers University
- 16:43
BigData: Efficient Search and Learning using Sparse Random Projections and Probabilistic Hashing
Watch video | Download video: 201402101601-Li.mp4 (76M)
, University of Bristol
- 17:21
Uniform Ergodicity of the Iterated Conditional SMC and Geometric Ergodicity of Particle Gibbs Samplers
Watch video | Download video: 201402101644-Andrieu.mp4 (71M)
, University of Florida
- 09:20
On Nonparametric Profile Monitoring
Watch video | Download video: 201402110839-Qiu.mp4 (98M)
, University of North Carolina at Chapel Hill
- 10:09
Functional Data Analysis of Imaging Data
Watch video | Download video: 201402110922-Zhu.mp4 (91M)
, University of Kent
- 11:15
High-dimensional Inference in Magnetoencephalographic Neuroimaging
Watch video | Download video: 201402111039-Zhang.mp4 (80M)
, Texas A&M University
- 15:23
Recent Developments of Iterative Monte Carlo Methods for Big Data Analysis (Faming Liang & Chuanhai Liu)
Watch video | Download video: 201402111336-Liang.mp4 (225M)
, University of Connecticut
- 17:40
Recent Software Development for Big Data Analysis
Watch video | Download video: 201402111601-Yan.mp4 (228M)
, University of Connecticut
- 09:20
Sparse and Low-Risk Regression in High Dimensions
Watch video | Download video: 201402120838-Chen.mp4 (87M)
, University of Alberta
- 09:58
Quantile regression in Variable Screening
Watch video | Download video: 201402120922-Kong.mp4 (87M)
, University of California, Los Angeles
- 11:27
What Is Beyond Sparse Coding?
Watch video | Download video: 201402121034-Wu.mp4 (104M)
, University of Connecticut
- 14:58
A Bayesian Approach to Subgroup Identification
Watch video | Download video: 201402121417-Wang.mp4 (93M)
, University of Texas Southwestern Medical Center
- 15:33
Detection of tumor driver genes using a fully integrated Bayesian approach
Watch video | Download video: 201402121500-Xiao.mp4 (67M)
, University of Connecticut
- 16:43
Online Updating of Statistical Inference in the Big Data Setting
Watch video | Download video: 201402121602-Schifano.mp4 (84M)
, Washington University in St. louis
- 17:27
Statistical Aggregation in Massive Data Environment
Watch video | Download video: 201402121647-Lin.mp4 (101M)
, Beijing Institute of Genomics, Chinese Academy of Sciences
- 09:41
Biocuration in the Era of Big Data
Watch video | Download video: 201402130914-Zhang.mp4 (51M)
, King Abdullah University of Science and Technology (KAUST)
- 11:15
Poly(A) motif Prediction Using Spectral Latent Features from Human DNA Sequences
Watch video | Download video: 201402131035-Gao.mp4 (80M)
, Texas A&M University
- 11:57
Statistical Inference for Massive Distributed Spatial Data Using Low-Rank Models
Watch video | Download video: 201402131116-Katzfuss.mp4 (95M)
, University of Toronto
- 14:16
Annealing Between Distributions by Averaging Moments
Watch video | Download video: 201402131335-Salakhutdinov.mp4 (87M)
, University of Toronto
- 15:04
MCMC for non-Linear State Space Models Using Ensembles of Latent Sequences
Watch video | Download video: 201402131422-Shestopaloff.mp4 (88M)
, Purdue University
- 17:14
D&R for Large Complex Data: Likelihood Modeling for Logistic Regression
Watch video | Download video: 201402131652-Gautier.mp4 (67M)