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- 2011930793 contributor B12418285.
- 2011930793 contributor B12418286.
- 2011930793 created "c2011.".
- 2011930793 date "2011".
- 2011930793 date "c2011.".
- 2011930793 dateCopyrighted "c2011.".
- 2011930793 description "Includes bibliographical references (p. 547-556) and indexes.".
- 2011930793 description "Introduction -- Lasso for linear models -- Generalized linear models and the Lasso -- The group Lasso --Additive models and many smooth univariate functions -- Theory for the Lasso -- Variable selection with the Lasso -- Theory for l₁/l₂-penalty procedures -- Non-convex loss functions and l₁-regulation -- Stable solutions -- P-values for linear models and beyond -- Boosting and greedy algorithms -- Graphical modeling -- Probabililty and moment inequalities.".
- 2011930793 extent "xvii, 556 p. :".
- 2011930793 identifier "3642201911 (hdbk. : acid-free paper)".
- 2011930793 identifier "9783642201912 (hdbk. : acid-free paper)".
- 2011930793 isPartOf "Springer series in statistics".
- 2011930793 isPartOf "Springer series in statistics.".
- 2011930793 issued "2011".
- 2011930793 issued "c2011.".
- 2011930793 language "eng".
- 2011930793 publisher "Heidelberg ; New York : Springer,".
- 2011930793 subject "Least absolute deviations (Statistics)".
- 2011930793 subject "Linear models (Statistics)".
- 2011930793 subject "Mathematical statistics.".
- 2011930793 subject "Nonconvex programming.".
- 2011930793 subject "QA276 .B84 2011".
- 2011930793 subject "Smoothness of functions.".
- 2011930793 tableOfContents "Introduction -- Lasso for linear models -- Generalized linear models and the Lasso -- The group Lasso --Additive models and many smooth univariate functions -- Theory for the Lasso -- Variable selection with the Lasso -- Theory for l₁/l₂-penalty procedures -- Non-convex loss functions and l₁-regulation -- Stable solutions -- P-values for linear models and beyond -- Boosting and greedy algorithms -- Graphical modeling -- Probabililty and moment inequalities.".
- 2011930793 title "Statistics for high-dimensional data : methods, theory and applications / Peter Bühlmann, Sara van de Geer.".
- 2011930793 type "text".