Information and Complexity in Statistical Modeling
Language: en
Pages: 145
Authors: Jorma Rissanen
Categories: Mathematics
Type: BOOK - Published: 2007-12-15 - Publisher: Springer Science & Business Media

GET EBOOK

No statistical model is "true" or "false," "right" or "wrong"; the models just have varying performance, which can be assessed. The main theme in this book is t
Stochastic Complexity In Statistical Inquiry
Language: en
Pages: 191
Authors: Jorma Rissanen
Categories: Technology & Engineering
Type: BOOK - Published: 1998-10-07 - Publisher: World Scientific

GET EBOOK

This book describes how model selection and statistical inference can be founded on the shortest code length for the observed data, called the stochastic comple
Statistical Modeling and Analysis for Complex Data Problems
Language: en
Pages: 354
Authors: Pierre Duchesne
Categories: Business & Economics
Type: BOOK - Published: 2005-04-12 - Publisher: Springer Science & Business Media

GET EBOOK

STATISTICAL MODELING AND ANALYSIS FOR COMPLEX DATA PROBLEMS treats some of today’s more complex problems and it reflects some of the important research direct
Models of Science Dynamics
Language: en
Pages: 292
Authors: Andrea Scharnhorst
Categories: Social Science
Type: BOOK - Published: 2012-01-24 - Publisher: Springer Science & Business Media

GET EBOOK

Models of Science Dynamics aims to capture the structure and evolution of science, the emerging arena in which scholars, science and the communication of scienc
Statistical Foundations of Data Science
Language: en
Pages: 942
Authors: Jianqing Fan
Categories: Mathematics
Type: BOOK - Published: 2020-09-21 - Publisher: CRC Press

GET EBOOK

Statistical Foundations of Data Science gives a thorough introduction to commonly used statistical models, contemporary statistical machine learning techniques