Statistical Analysis High Dimensional Data (24 results)
- Softcover
Seller: Grand Eagle Retail, Bensenville, IL, U.S.A.Grand Eagle Retail
Contact seller5-star sellerCondition: New
US$ 84.99
Free ShippingShips within U.S.A.Quantity: 1 available
Paperback. Condition: new. Paperback. In regression the objective is to determine an appropriate function which reflects reality as accurate as possible but also eliminates irregularities from data noise and is therefore easy to interpret. A popular and flexible approach for estimating the true underlying function is the additiv…e model. One possible approach for fitting additive models is the expansion in B-splines which allows direct calculation of the estimators. If the number of B-splines is too large the estimated functions become wiggly and tend to be very close to the observed data. To avoid this problem of overfitting we use a penalization approach characterized by smoothing parameters. In this thesis we propose the use of genetic algorithms for smoothing parameter optimization. Genetic algorithms are rarely applied in the field of statistics and refer to the principle that better adapted individuals win against their competitors under equal conditions. Apart from smoothing parameter optimization the user often faces datasets containing large numbers of relevant and irrelevant explanatory variables.Appropriate variable selection approaches allow to reduce the number of variables to subsets of relevant variables. We propose to consider the problems of variable selection and choice of smoothing parameters simultaneously by using genetic algorithms. Our approach bases on an appropriate combination of the genetic algorithms for smoothing parameter optimization and variable selection. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
- Softcover
Seller: AussieBookSeller, Truganina, VIC, AustraliaAussieBookSeller
Contact seller5-star sellerCondition: New
US$ 147.29
US$ 37.00 shippingShips from Australia to U.S.A.Quantity: 1 available
Paperback. Condition: new. Paperback. In regression the objective is to determine an appropriate function which reflects reality as accurate as possible but also eliminates irregularities from data noise and is therefore easy to interpret. A popular and flexible approach for estimating the true underlying function is the additiv…e model. One possible approach for fitting additive models is the expansion in B-splines which allows direct calculation of the estimators. If the number of B-splines is too large the estimated functions become wiggly and tend to be very close to the observed data. To avoid this problem of overfitting we use a penalization approach characterized by smoothing parameters. In this thesis we propose the use of genetic algorithms for smoothing parameter optimization. Genetic algorithms are rarely applied in the field of statistics and refer to the principle that better adapted individuals win against their competitors under equal conditions. Apart from smoothing parameter optimization the user often faces datasets containing large numbers of relevant and irrelevant explanatory variables.Appropriate variable selection approaches allow to reduce the number of variables to subsets of relevant variables. We propose to consider the problems of variable selection and choice of smoothing parameters simultaneously by using genetic algorithms. Our approach bases on an appropriate combination of the genetic algorithms for smoothing parameter optimization and variable selection. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.
Language: English
Published by Springer 2016
Series: Abel Symposia, Book 11 of 15. Book 11 of 15 - Abel Symposia
- Hardcover
Seller: Ria Christie Collections, Uxbridge, United KingdomRia Christie Collections
Contact seller5-star sellerCondition: New
US$ 188.83
US$ 15.93 shippingShips from United Kingdom to U.S.A.Quantity: Over 20 available
Condition: New. In.
Language: English
Published by Springer 2018
Series: Abel Symposia, Book 11 of 15. Book 11 of 15 - Abel Symposia
- Softcover
Seller: Ria Christie Collections, Uxbridge, United KingdomRia Christie Collections
Contact seller5-star sellerCondition: New
US$ 188.83
US$ 15.93 shippingShips from United Kingdom to U.S.A.Quantity: Over 20 available
Condition: New. In.
Statistical Analysis for High-dimensional Data : The Abel Symposium 2014
Frigessi, Arnoldo (EDT); Bühlmann, Peter (EDT); Glad, Ingrid K. (EDT); Langaas, Mette (EDT); Richardson, Sylvia (EDT)
Language: English
Published by Springer 2016
Series: Abel Symposia, Book 11 of 15. Book 11 of 15 - Abel Symposia
- Hardcover
Seller: GreatBookPrices, Columbia, MD, U.S.A.GreatBookPrices
Contact seller5-star sellerCondition: New
US$ 202.11
US$ 2.64 shippingShips within U.S.A.Quantity: 15 available
Condition: New.
Statistical Analysis for High-dimensional Data : The Abel Symposium 2014
Frigessi, Arnoldo (EDT); Bühlmann, Peter (EDT); Glad, Ingrid (EDT); Langaas, Mette (EDT); Richardson, Sylvia (EDT)
Language: English
Published by Springer 2018
Series: Abel Symposia, Book 11 of 15. Book 11 of 15 - Abel Symposia
- Softcover
Seller: GreatBookPrices, Columbia, MD, U.S.A.GreatBookPrices
Contact seller5-star sellerCondition: New
US$ 203.90
US$ 2.64 shippingShips within U.S.A.Quantity: 15 available
Condition: New.
Statistical Analysis for High-dimensional Data : The Abel Symposium 2014
Frigessi, Arnoldo (EDT); Bühlmann, Peter (EDT); Glad, Ingrid (EDT); Langaas, Mette (EDT); Richardson, Sylvia (EDT)
Language: English
Published by Springer 2018
Series: Abel Symposia, Book 11 of 15. Book 11 of 15 - Abel Symposia
- Softcover
Seller: GreatBookPrices, Columbia, MD, U.S.A.GreatBookPrices
Contact seller5-star sellerCondition: Used - As new
US$ 209.45
US$ 2.64 shippingShips within U.S.A.Quantity: 15 available
Condition: As New. Unread book in perfect condition.
Statistical Analysis for High-Dimensional Data
Frigessi, Arnoldo|Bühlmann, Peter|Glad, Ingrid|Langaas, Mette|Richardson, Sylvia|Vannucci, Marina
Language: English
Published by Springer International Publishing 2018
Series: Abel Symposia, Book 11 of 15. Book 11 of 15 - Abel Symposia
- Softcover
Seller: moluna, Greven, , Germanymoluna
Contact seller5-star sellerCondition: New
US$ 161.37
US$ 56.37 shippingShips from Germany to U.S.A.Quantity: Over 20 available
Condition: New.
Statistical Analysis for High Dimensional Data
Frigessi, Arnoldo|Bühlmann, Peter|Glad, Ingrid K.|Langaas, Mette|Richardson, Sylvia|Vannucci, Marina
Language: English
Published by Springer International Publishing 2016
Series: Abel Symposia, Book 11 of 15. Book 11 of 15 - Abel Symposia
- Hardcover
Seller: moluna, Greven, , Germanymoluna
Contact seller5-star sellerCondition: New
US$ 161.37
US$ 56.37 shippingShips from Germany to U.S.A.Quantity: Over 20 available
Gebunden. Condition: New.
Language: English
Published by Springer 2018
Series: Abel Symposia, Book 11 of 15. Book 11 of 15 - Abel Symposia
- Softcover
Seller: Books Puddle, New York, NY, U.S.A.Books Puddle
Contact seller4-star sellerCondition: New
US$ 223.48
US$ 3.99 shippingShips within U.S.A.Quantity: 4 available
Condition: New. pp. 318.
More imagesLanguage: English
Published by Springer 2018
Series: Abel Symposia, Book 11 of 15. Book 11 of 15 - Abel Symposia
- Softcover
Seller: preigu, Osnabrück, Germanypreigu
Contact seller5-star sellerCondition: New
US$ 165.92
US$ 80.55 shippingShips from Germany to U.S.A.Quantity: 5 available
Taschenbuch. Condition: Neu. Statistical Analysis for High-Dimensional Data | The Abel Symposium 2014 | Arnoldo Frigessi (u. a.) | Taschenbuch | Abel Symposia | xii | Englisch | 2018 | Springer | EAN 9783319800738 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann…[at]springer[dot]com | Anbieter: preigu.
Language: English
Published by Springer International Publishing, Springer International Publishing 2018
Series: Abel Symposia, Book 11 of 15. Book 11 of 15 - Abel Symposia
- Softcover
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
Contact seller5-star sellerCondition: New
US$ 190.20
US$ 71.85 shippingShips from Germany to U.S.A.Quantity: 1 available
Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book features research contributions fromThe Abel Symposium on Statistical Analysis for High Dimensional Data, held inNyvågar, Lofoten, Norway, in May 2014.The focus of the symposium was on statisticaland machine learning methodologies specifi…cally developed for inference in 'bigdata' situations, with particular reference to genomic applications. Thecontributors, who are among the most prominent researchers on the theory ofstatistics for high dimensional inference, present new theories and methods, aswell as challenging applications and computational solutions. Specific themesinclude, among others, variable selection and screening, penalised regression,sparsity, thresholding, low dimensional structures, computational challenges,non-convex situations, learning graphical models, sparse covariance andprecision matrices, semi- and non-parametric formulations, multiple testing,classification, factor models, clustering, and preselection.Highlighting cutting-edge researchand casting light on future research directions, the contributions will benefitgraduate students and researchers in computational biology, statistics and themachine learning community.
Language: English
Published by Springer International Publishing 2016
Series: Abel Symposia, Book 11 of 15. Book 11 of 15 - Abel Symposia
- Hardcover
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
Contact seller5-star sellerCondition: New
US$ 190.20
US$ 72.77 shippingShips from Germany to U.S.A.Quantity: 1 available
Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book features research contributions fromThe Abel Symposium on Statistical Analysis for High Dimensional Data, held inNyvågar, Lofoten, Norway, in May 2014.The focus of the symposium was on statisticaland machine learning methodologies specifically d…eveloped for inference in 'bigdata' situations, with particular reference to genomic applications. Thecontributors, who are among the most prominent researchers on the theory ofstatistics for high dimensional inference, present new theories and methods, aswell as challenging applications and computational solutions. Specific themesinclude, among others, variable selection and screening, penalised regression,sparsity, thresholding, low dimensional structures, computational challenges,non-convex situations, learning graphical models, sparse covariance andprecision matrices, semi- and non-parametric formulations, multiple testing,classification, factor models, clustering, and preselection.Highlighting cutting-edge researchand casting light on future research directions, the contributions will benefitgraduate students and researchers in computational biology, statistics and themachine learning community.
Language: English
Published by Springer 2016
Series: Abel Symposia, Book 11 of 15. Book 11 of 15 - Abel Symposia
- Hardcover
Seller: Revaluation Books, Exeter, , United KingdomRevaluation Books
Contact seller5-star sellerCondition: New
US$ 271.28
US$ 16.62 shippingShips from United Kingdom to U.S.A.Quantity: 2 available
Hardcover. Condition: Brand New. 9.25x6.25x0.75 inches. In Stock.
Language: English
Published by Springer 2016
Series: Abel Symposia, Book 11 of 15. Book 11 of 15 - Abel Symposia
- Hardcover
Seller: Mispah books, Redhill, SURRE, United KingdomMispah books
Contact seller4-star sellerCondition: Used - As new
US$ 263.02
US$ 33.25 shippingShips from United Kingdom to U.S.A.Quantity: 1 available
Hardcover. Condition: Like New. LIKE NEW. SHIPS FROM MULTIPLE LOCATIONS. book.
Language: English
Published by Springer 2018
Series: Abel Symposia, Book 11 of 15. Book 11 of 15 - Abel Symposia
- Softcover
Seller: Mispah books, Redhill, SURRE, United KingdomMispah books
Contact seller4-star sellerCondition: New
US$ 263.02
US$ 33.25 shippingShips from United Kingdom to U.S.A.Quantity: 1 available
Paperback. Condition: New. NEW. SHIPS FROM MULTIPLE LOCATIONS. book.
Statistical Analysis for High-dimensional Data : The Abel Symposium 2014
Frigessi, Arnoldo (EDT); Bühlmann, Peter (EDT); Glad, Ingrid K. (EDT); Langaas, Mette (EDT); Richardson, Sylvia (EDT)
Language: English
Published by Springer 2016
Series: Abel Symposia, Book 11 of 15. Book 11 of 15 - Abel Symposia
- Hardcover
Seller: GreatBookPrices, Columbia, MD, U.S.A.GreatBookPrices
Contact seller5-star sellerCondition: Used - As new
US$ 296.41
US$ 2.64 shippingShips within U.S.A.Quantity: 15 available
Condition: As New. Unread book in perfect condition.
Language: English
Published by Springer 2016
Series: Abel Symposia, Book 11 of 15. Book 11 of 15 - Abel Symposia
- Hardcover
- Print on Demand
Seller: Brook Bookstore On Demand, Napoli, NA, ItalyBrook Bookstore On Demand
Contact seller3-star sellerCondition: New
US$ 149.64
US$ 7.82 shippingShips from Italy to U.S.A.Quantity: Over 20 available
Condition: new. Questo è un articolo print on demand.
Language: English
Published by Springer International Publishing Mrz 2018 2018
Series: Abel Symposia, Book 11 of 15. Book 11 of 15 - Abel Symposia
- Softcover
- Print on Demand
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, , GermanyBuchWeltWeit Ludwig Meier e.K.
Contact seller5-star sellerCondition: New
US$ 190.20
US$ 26.47 shippingShips from Germany to U.S.A.Quantity: 2 available
Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book features research contributions fromThe Abel Symposium on Statistical Analysis for High Dimensional Data, held inNyvågar, Lofoten, Norway, in May 2014.The focus of the symposium was on statisticaland machine learning metho…dologies specifically developed for inference in 'bigdata' situations, with particular reference to genomic applications. Thecontributors, who are among the most prominent researchers on the theory ofstatistics for high dimensional inference, present new theories and methods, aswell as challenging applications and computational solutions. Specific themesinclude, among others, variable selection and screening, penalised regression,sparsity, thresholding, low dimensional structures, computational challenges,non-convex situations, learning graphical models, sparse covariance andprecision matrices, semi- and non-parametric formulations, multiple testing,classification, factor models, clustering, and preselection.Highlighting cutting-edge researchand casting light on future research directions, the contributions will benefitgraduate students and researchers in computational biology, statistics and themachine learning community. 320 pp. Englisch.
Language: English
Published by Springer International Publishing Feb 2016 2016
Series: Abel Symposia, Book 11 of 15. Book 11 of 15 - Abel Symposia
- Hardcover
- Print on Demand
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, , GermanyBuchWeltWeit Ludwig Meier e.K.
Contact seller5-star sellerCondition: New
US$ 190.20
US$ 26.47 shippingShips from Germany to U.S.A.Quantity: 2 available
Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book features research contributions fromThe Abel Symposium on Statistical Analysis for High Dimensional Data, held inNyvågar, Lofoten, Norway, in May 2014.The focus of the symposium was on statisticaland machine learning methodologie…s specifically developed for inference in 'bigdata' situations, with particular reference to genomic applications. Thecontributors, who are among the most prominent researchers on the theory ofstatistics for high dimensional inference, present new theories and methods, aswell as challenging applications and computational solutions. Specific themesinclude, among others, variable selection and screening, penalised regressionsparsity, thresholding, low dimensional structures, computational challengesnon-convex situations, learning graphical models, sparse covariance andprecision matrices, semi- and non-parametric formulations, multiple testingclassification, factor models, clustering, and preselection.Highlighting cutting-edge researchand casting light on future research directions, the contributions will benefitgraduate students and researchers in computational biology, statistics and themachine learning community. 320 pp. Englisch.
Language: English
Published by Springer 2018
Series: Abel Symposia, Book 11 of 15. Book 11 of 15 - Abel Symposia
- Softcover
- Print on Demand
Seller: Majestic Books, Hounslow, , United KingdomMajestic Books
Contact seller4-star sellerCondition: New
US$ 234.39
US$ 8.64 shippingShips from United Kingdom to U.S.A.Quantity: 4 available
Condition: New. Print on Demand pp. 318.
Language: English
Published by Springer, Springer International Publishing Mär 2018 2018
Series: Abel Symposia, Book 11 of 15. Book 11 of 15 - Abel Symposia
- Softcover
- Print on Demand
Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germanybuchversandmimpf2000
Contact seller5-star sellerCondition: New
US$ 190.20
US$ 69.04 shippingShips from Germany to U.S.A.Quantity: 1 available
Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -This book features research contributions fromThe Abel Symposium on Statistical Analysis for High Dimensional Data, held inNyvågar, Lofoten, Norway, in May 2014.The focus of the symposium was on statisticaland machine learning methodolo…gies specifically developed for inference in ¿bigdatä situations, with particular reference to genomic applications. Thecontributors, who are among the most prominent researchers on the theory ofstatistics for high dimensional inference, present new theories and methods, aswell as challenging applications and computational solutions. Specific themesinclude, among others, variable selection and screening, penalised regressionsparsity, thresholding, low dimensional structures, computational challengesnon-convex situations, learning graphical models, sparse covariance andprecision matrices, semi- and non-parametric formulations, multiple testingclassification, factor models, clustering, and preselection.Highlighting cutting-edge researchand casting light on future research directions, the contributions will benefitgraduate students and researchers in computational biology, statistics and themachine learning community.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 320 pp. Englisch.
Language: English
Published by Springer, Palgrave Macmillan Feb 2016 2016
Series: Abel Symposia, Book 11 of 15. Book 11 of 15 - Abel Symposia
- Hardcover
- Print on Demand
Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germanybuchversandmimpf2000
Contact seller5-star sellerCondition: New
US$ 190.20
US$ 69.04 shippingShips from Germany to U.S.A.Quantity: 1 available
Buch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -This book features research contributions fromThe Abel Symposium on Statistical Analysis for High Dimensional Data, held inNyvågar, Lofoten, Norway, in May 2014.The focus of the symposium was on statisticaland machine learning methodologies sp…ecifically developed for inference in ¿bigdatä situations, with particular reference to genomic applications. Thecontributors, who are among the most prominent researchers on the theory ofstatistics for high dimensional inference, present new theories and methods, aswell as challenging applications and computational solutions. Specific themesinclude, among others, variable selection and screening, penalised regressionsparsity, thresholding, low dimensional structures, computational challengesnon-convex situations, learning graphical models, sparse covariance andprecision matrices, semi- and non-parametric formulations, multiple testingclassification, factor models, clustering, and preselection.Highlighting cutting-edge researchand casting light on future research directions, the contributions will benefitgraduate students and researchers in computational biology, statistics and themachine learning community.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 320 pp. Englisch.
Language: English
Published by Springer 2018
Series: Abel Symposia, Book 11 of 15. Book 11 of 15 - Abel Symposia
- Softcover
- Print on Demand
Seller: Biblios, frankfurt am main, HESSE, GermanyBiblios
Contact seller4-star sellerCondition: New
US$ 250.11
US$ 11.45 shippingShips from Germany to U.S.A.Quantity: 4 available
Condition: New. PRINT ON DEMAND pp. 318.
