The Resource Advances in Complex Data Modeling and Computational Methods in Statistics, edited by Anna Maria Paganoni, Piercesare Secchi, (electronic resource)

Advances in Complex Data Modeling and Computational Methods in Statistics, edited by Anna Maria Paganoni, Piercesare Secchi, (electronic resource)

Label
Advances in Complex Data Modeling and Computational Methods in Statistics
Title
Advances in Complex Data Modeling and Computational Methods in Statistics
Statement of responsibility
edited by Anna Maria Paganoni, Piercesare Secchi
Contributor
Editor
Editor
Subject
Language
  • eng
  • eng
Summary
The book is addressed to statisticians working at the forefront of the statistical analysis of complex and high dimensional data and offers a wide variety of statistical models, computer intensive methods and applications: network inference from the analysis of high dimensional data; new developments for bootstrapping complex data; regression analysis for measuring the downsize reputational risk; statistical methods for research on the human genome dynamics; inference in non-euclidean settings and for shape data; Bayesian methods for reliability and the analysis of complex data; methodological issues in using administrative data for clinical and epidemiological research; regression models with differential regularization; geostatistical methods for mobility analysis through mobile phone data exploration. This volume is the result of a careful selection among the contributions presented at the conference "S.Co.2013: Complex data modeling and computationally intensive methods for estimation and prediction" held at the Politecnico di Milano, 2013. All the papers published here have been rigorously peer-reviewed
Member of
Dewey number
  • 005.1
  • 519
  • 519.5
  • 570.15195
  • 620
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
  • EB5lxQdKqRo
  • 3PEO8rYNFaA
Language note
English
LC call number
QA276-280
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Paganoni, Anna Maria.
  • Secchi, Piercesare.
Series statement
Contributions to Statistics,
http://library.link/vocab/subjectName
  • Mathematical statistics
  • Mathematics
  • Statistical methods
  • Engineering
  • Software engineering
  • Statistical Theory and Methods
  • Applications of Mathematics
  • Biostatistics
  • Complexity
  • Software Engineering/Programming and Operating Systems
Label
Advances in Complex Data Modeling and Computational Methods in Statistics, edited by Anna Maria Paganoni, Piercesare Secchi, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
1 Antonino Abbruzzo, Angelo M. Mineo: Inferring networks from high-dimensional data with mixed variables -- 2 Federico Andreis, Fulvia Mecatti: Rounding Non-integer Weights in Bootstrapping Non-iid Samples: actual problem or harmless practice? -- 3 Marika Arena, Giovanni Azzone, Antonio Conte, Piercesare Secchi, Simone Vantini: Measuring downsize reputational risk in the Oil & Gas industry -- 4 Laura Azzimonti, Marzia A. Cremona, Andrea Ghiglietti, Francesca Ieva, Alessandra Menafoglio, Alessia Pini, Paolo Zanini: BARCAMP Technology Foresight and Statistics for the Future -- 5 Francesca Chiaromonte, Kateryna D. Makova: Using statistics to shed light on the dynamics of the human genome: A review -- 6 Nader Ebrahimi, Ehsan S. Soofi and Refik Soyer: Information Theory and Bayesian Reliability Analysis: Recent Advances -- 7 Stephan F. Huckemann: (Semi-) Intrinsic Statistical Analysis on non-Euclidean Spaces -- 8 John T. Kent: An investigation of projective shape space -- 9 Fabio Manfredini, Paola Pucci, Piercesare Secchi, Paolo Tagliolato, Simone Vantini, Valeria Vitelli: Treelet Decomposition of Mobile Phone Data for Deriving City Usage and Mobility Pattern in the Milan Urban Region -- 10 Cristina Mazzali, Mauro Maistriello, Francesca Ieva, Pietro Barbieri: Methodological issues in the use of administrative databases to study heart failure -- 11 Andrea Mercatant: Bayesian inference for randomized experiments with noncompliance and nonignorable missing data -- 12 Antonio Pulcini, Brunero Liseo: Approximate Bayesian Quantile Regression for Panel Data -- 13 Laura M. Sangalli: Estimating surfaces and spatial fields via regression models with differential regularization.
Dimensions
unknown
Edition
1st ed. 2015.
Extent
1 online resource (210 p.)
Form of item
online
Isbn
9783319111490
Media category
computer
Media type code
c
Other control number
10.1007/978-3-319-11149-0
Specific material designation
remote
System control number
  • (CKB)3710000000277538
  • (EBL)1967814
  • (SSID)ssj0001386309
  • (PQKBManifestationID)11752480
  • (PQKBTitleCode)TC0001386309
  • (PQKBWorkID)11350932
  • (PQKB)11669627
  • (DE-He213)978-3-319-11149-0
  • (MiAaPQ)EBC1967814
  • (EXLCZ)993710000000277538
Label
Advances in Complex Data Modeling and Computational Methods in Statistics, edited by Anna Maria Paganoni, Piercesare Secchi, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
1 Antonino Abbruzzo, Angelo M. Mineo: Inferring networks from high-dimensional data with mixed variables -- 2 Federico Andreis, Fulvia Mecatti: Rounding Non-integer Weights in Bootstrapping Non-iid Samples: actual problem or harmless practice? -- 3 Marika Arena, Giovanni Azzone, Antonio Conte, Piercesare Secchi, Simone Vantini: Measuring downsize reputational risk in the Oil & Gas industry -- 4 Laura Azzimonti, Marzia A. Cremona, Andrea Ghiglietti, Francesca Ieva, Alessandra Menafoglio, Alessia Pini, Paolo Zanini: BARCAMP Technology Foresight and Statistics for the Future -- 5 Francesca Chiaromonte, Kateryna D. Makova: Using statistics to shed light on the dynamics of the human genome: A review -- 6 Nader Ebrahimi, Ehsan S. Soofi and Refik Soyer: Information Theory and Bayesian Reliability Analysis: Recent Advances -- 7 Stephan F. Huckemann: (Semi-) Intrinsic Statistical Analysis on non-Euclidean Spaces -- 8 John T. Kent: An investigation of projective shape space -- 9 Fabio Manfredini, Paola Pucci, Piercesare Secchi, Paolo Tagliolato, Simone Vantini, Valeria Vitelli: Treelet Decomposition of Mobile Phone Data for Deriving City Usage and Mobility Pattern in the Milan Urban Region -- 10 Cristina Mazzali, Mauro Maistriello, Francesca Ieva, Pietro Barbieri: Methodological issues in the use of administrative databases to study heart failure -- 11 Andrea Mercatant: Bayesian inference for randomized experiments with noncompliance and nonignorable missing data -- 12 Antonio Pulcini, Brunero Liseo: Approximate Bayesian Quantile Regression for Panel Data -- 13 Laura M. Sangalli: Estimating surfaces and spatial fields via regression models with differential regularization.
Dimensions
unknown
Edition
1st ed. 2015.
Extent
1 online resource (210 p.)
Form of item
online
Isbn
9783319111490
Media category
computer
Media type code
c
Other control number
10.1007/978-3-319-11149-0
Specific material designation
remote
System control number
  • (CKB)3710000000277538
  • (EBL)1967814
  • (SSID)ssj0001386309
  • (PQKBManifestationID)11752480
  • (PQKBTitleCode)TC0001386309
  • (PQKBWorkID)11350932
  • (PQKB)11669627
  • (DE-He213)978-3-319-11149-0
  • (MiAaPQ)EBC1967814
  • (EXLCZ)993710000000277538

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