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2016, Chapman & Hall/CRC handbooks of modern statistical methods, ISBN 9781482249071, xvi, 464 pages
"Handbook of Big Data provides a state-of-the-art overview of the analysis of large-scale datasets. Featuring contributions from well-known experts in... 
Big data | Statistical methods | Statistical Theory & Methods | Statistical Computing | Machine Learning | United States
Book
2013, 1. Aufl., Selected works in probability and statistics, ISBN 9781461455431, Volume 13, 608
This volume presents selections of Peter J. Bickel’s major papers, along with comments on their novelty and impact on the subsequent development of statistics as a discipline... 
Bickel, Peter J - Criticism and interpretation | Mathematical statistics | Estimation theory
eBook
Journal Article
Journal Article
The Annals of statistics, ISSN 0090-5364, 8/2015, Volume 43, Issue 4, pp. 1801 - 1830
Large-scale data are often characterized by some degree of inhomogeneity as data are either recorded in different time regimes or taken from multiple sources.... 
Aggregation | Big data | Robustness | Regularization | Mixture models | Statistics & Probability | Physical Sciences | Mathematics | Science & Technology | Studies | Mathematical problems | Theoretical mathematics | Mathematical models | Regression analysis | Estimating techniques | Random variables | Statistics - Methodology | robustness | aggregation | big data | 62J07 | regularization
Journal Article
Journal Article
The Annals of statistics, ISSN 0090-5364, 12/2009, Volume 37, Issue 6A, pp. 3133 - 3164
Journal Article
Journal of the Royal Statistical Society. Series B, Statistical methodology, ISSN 1369-7412, 07/2010, Volume 72, Issue 4, pp. 417 - 473
Journal Article
The Annals of statistics, ISSN 0090-5364, 8/2002, Volume 30, Issue 4, pp. 927 - 961
Journal Article
Computational statistics, ISSN 1613-9658, 07/2013, Volume 29, Issue 3-4, pp. 407 - 430
Journal Article