Current and Future Challenges in Robust Statistics

Videos from BIRS Workshop 15w5003

, University of North Carolina
- 09:51
Robustness Against Heterogeneity in Big Data
Watch video | Download video: 201511160906-Marron.mp4 (126M)
, École Polytechnique Fédérale de Lausanne
- 10:27
Bias and robustness
Watch video | Download video: 201511160952-Morgenthaler.mp4 (97M)
, Rutgers, The State University of New Jersey
- 16:18
Regularized M-Estimators of Multivariate Scatter
Watch video | Download video: 201511161531-Tyler.mp4 (126M)
, King Abdullah University of Science and Technology
- 17:00
Tukey g-and-h Random Fields
Watch video | Download video: 201511161620-Genton.mp4 (119M)
, University of Geneva
- 09:44
Robust Filtering
Watch video | Download video: 201511170905-Ronchetti.mp4 (102M)
, Dalhousie University
- 10:30
A Proposal for Robust Estimation of Fixed Parameters in General State-Space Models
Watch video | Download video: 201511170945-Aeberhard.mp4 (116M)
, Katholieke Universiteit Leuven
- 11:52
Robust functional principal components by least trimmed squares
Watch video | Download video: 201511171101-VanAelst.mp4 (148M)
, Universidad Carlos III Madrid
- 14:18
Robust Generalized Dynamic Principal Components
Watch video | Download video: 201511171334-Pena.mp4 (112M)
, Universidad Nacional de Buenos Aires
- 15:01
Robust estimation in partially linear measurement error models
Watch video | Download video: 201511171420-Bianco.mp4 (108M)
, University at Buffalo
- 16:10
Distances and their role in robustness
Watch video | Download video: 201511171530-Markatou.mp4 (107M)
, Vienna University of Technology
- 16:42
Pairwise Mahalanobis distances in the context of local outlier detection
Watch video | Download video: 201511171610-Filzmoser.mp4 (82M)
, University of Washington
- 09:54
Application of Robust Methods & Tools in Finance.
Watch video | Download video: 201511180911-Martin.mp4 (106M)
, Katholieke Universiteit Leuven
- 10:37
Detecting cellwise outliers
Watch video | Download video: 201511180956-Rousseeuw.mp4 (103M)
, University of Lausanne
- 11:53
Session in Honour of Ricardo Maronna, Doug Martin and Victor Yohai
Watch video | Download video: 201511181111-Marazzi.mp4 (125M)
, Katholieke Universiteit Leuven
- 09:51
Robust and sparse regression in high dimensions
Watch video | Download video: 201511190904-Croux.mp4 (151M)
, University of Buenos Aires - CONICET
- 10:27
Robust and sparse estimators for linear regression models
Watch video | Download video: 201511190952-Smucler.mp4 (94M)
, University of Geneva
- 11:51
Robust penalized M-estimators
Watch video | Download video: 201511191106-Avella-Medina.mp4 (121M)
, University of Wisconsin - Madison
- 16:15
High-dimensional precision matrix estimation: Cellwise corruption under epsilon-contamination
Watch video | Download video: 201511191534-Loh.mp4 (129M)
, University of La Plata
- 17:05
Robust and efficient estimation of multivariate scatter and location
Watch video | Download video: 201511191617-Maronna.mp4 (129M)
, University of Turku
- 20:22
Subspace estimation in linear dimension reduction
Watch video | Download video: 201511191934-Oja.mp4 (77M)
, Universidad de Valladolid
- 20:54
Adaptive choice of parameters in Robust Clustering for model based clustering
Watch video | Download video: 201511192023-Garcia-Escudero.mp4 (80M)
, Swiss Federal Institute of Technology
- 10:16
Robust Prediction Intervals: Problem, Possible Approaches
Watch video | Download video: 201511200907-Stahel.mp4 (413M)
, Swiss Federal Institute of Technology
- 11:32
Basic Statistical Issues for Reproducibility: Models, Variability, Extensions
Watch video | Download video: 201511201054-Stahel.mp4 (120M)