Perspectives on big data analysis
Subtitle: methodologies and applications : International Workshop on Perspectives on High-Dimensional Data Anlaysis II, May 30-June 1, 2012, Centre de Recherches Mathématiques, University de Montréal, Montréal, Québec, Canada
By: S. Ejaz Ahmed, editor
Contributors: Ahmed, S. E. (Syed Ejaz), 1957- editor of compilation
Series: Contemporary mathematics / Centre de recherches mathematiques proceedings -- volume 622
Publisher: American Mathematical Society; Centre de Recherches Mathématiques
Published: 2014
Place of publication: Providence, Rhode Island; Montréal, Québec, Canada
Language: eng
Number of pages: 191
ISBN-13: 9781470410421
Copyright date: 2014
Subjects: Multivariate analysis; Congresses; Artificial intelligence; Big data; Computer science -- Artificial intelligence -- None of the above, but in this section; Statistics -- Multivariate analysis -- Factor analysis and principal components; correspondence analysis; Statistics -- Linear inference, regression -- Ridge regression; shrinkage estimators; Statistics -- Parametric inference -- Asymptotic properties of tests; Statistics -- Nonparametric inference -- Estimation; Statistics -- Inference from stochastic processes -- Markov processes: estimation; Statistics -- Nonparametric inference -- Nonparametric regression; Probability theory and stochastic processes; Statistics -- Nonparametric inference -- None of the above, but in this section; Statistics -- Multivariate analysis -- Hypothesis testing
Other titles: Big data analysis
Notes: Includes bibliographical references and index.