Advances in Complex Data Modeling and Computational Methods in Statistics

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Paganoni, Anna Maria (Επιμελητής έκδοσης), Secchi, Piercesare (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Σειρά: Contributions to Statistics,
• Θέματα: Statistics.; Software engineering.; Biostatistics.; Applied mathematics.; Engineering mathematics.; Complexity, Computational.; Statistical Theory and Methods.; Applications of Mathematics.; Complexity.; Software Engineering/Programming and Operating Systems.

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 development...

Πίνακας περιεχομένων:

• 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.  .