Sari: Chapman & Hall/CRC Monographs on Statistics and Applied Probability
(Ilmumisaeg: 02-Aug-2023, EPUB+DRM, Kirjastus: Taylor & Francis Ltd, ISBN-13: 9780429582905)
This book provides a general framework for learning sparse graphical models with conditional independence tests. It includes complete treatments for Gaussian, Poisson, multinomial, and mixed data; unified treatments for covariate adjustments, data in...Loe edasi...
Sari: Chapman & Hall/CRC Monographs on Statistics and Applied Probability
(Ilmumisaeg: 02-Aug-2023, PDF+DRM, Kirjastus: Taylor & Francis Ltd, ISBN-13: 9780429584800)
This book provides a general framework for learning sparse graphical models with conditional independence tests. It includes complete treatments for Gaussian, Poisson, multinomial, and mixed data; unified treatments for covariate adjustments, data in...Loe edasi...
Probabilistic Graphical Models for Computer Vision introduces probabilistic graphical models (PGMs) for computer vision problems and teaches how to develop the PGM model from training data. This book discusses PGMs and their significance in the cont...Loe edasi...
Probabilistic Graphical Models for Computer Vision introduces probabilistic graphical models (PGMs) for computer vision problems and teaches how to develop the PGM model from training data. This book discusses PGMs and their significance in the cont...Loe edasi...
Sari: Memoirs of the American Mathematical Society
(Ilmumisaeg: 12-Feb-2019, PDF+DRM, Kirjastus: American Mathematical Society, ISBN-13: 9781470454166)
The author studies continuous processes indexed by a special family of graphs. Processes indexed by vertices of graphs are known as probabilistic graphical models. In 2011, Burdzy and Pal proposed a continuous version of graphical models indexed by g...Loe edasi...
Marloes Maathuis, Mathias Drton, Steffen Lauritzen, Martin Wainwright
Sari: Chapman & Hall/CRC Handbooks of Modern Statistical Methods
(Ilmumisaeg: 12-Nov-2018, EPUB+DRM, Kirjastus: Taylor & Francis Inc, ISBN-13: 9780429874239)
A graphical model is a statistical model that is represented by a graph. The factorization properties underlying graphical models facilitate tractable computation with multivariate distributions, making the models a valuable tool with a plethora o...Loe edasi...
Marloes Maathuis, Mathias Drton, Steffen Lauritzen, Martin Wainwright
Sari: Chapman & Hall/CRC Handbooks of Modern Statistical Methods
(Ilmumisaeg: 12-Nov-2018, PDF+DRM, Kirjastus: Taylor & Francis Inc, ISBN-13: 9780429874246)
A graphical model is a statistical model that is represented by a graph. The factorization properties underlying graphical models facilitate tractable computation with multivariate distributions, making the models a valuable tool with a plethora o...Loe edasi...
Sari: Advances in Computer Vision and Pattern Recognition
(Ilmumisaeg: 19-Jun-2015, PDF+DRM, Kirjastus: Springer London Ltd, ISBN-13: 9781447166993)
This accessible text/reference provides a general introduction to probabilistic graphical models (PGMs) from an engineering perspective. The book covers the fundamentals for each of the main classes of PGMs, including representation, inference and le...Loe edasi...
(Ilmumisaeg: 18-Sep-2014, PDF+DRM, Kirjastus: Oxford University Press, ISBN-13: 9780191019197)
Nowadays bioinformaticians and geneticists are faced with myriad high-throughput data usually presenting the characteristics of uncertainty, high dimensionality and large complexity. These data will only allow insights into this wealth of so-called ...Loe edasi...
(Ilmumisaeg: 18-Sep-2014, EPUB+DRM, Kirjastus: Oxford University Press, ISBN-13: 9780191019203)
Nowadays bioinformaticians and geneticists are faced with myriad high-throughput data usually presenting the characteristics of uncertainty, high dimensionality and large complexity. These data will only allow insights into this wealth of so-called ...Loe edasi...
(Ilmumisaeg: 11-Sep-2014, PDF+DRM, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319114330)
This book constitutes the refereed proceedings of the 7th International Workshop on Probabilistic Graphical Models, PGM 2014, held in Utrecht, The Netherlands, in September 2014. The 38 revised full papers presented in this book were carefully review...Loe edasi...
(Ilmumisaeg: 12-Dec-2012, PDF+DRM, Kirjastus: Springer-Verlag New York Inc., ISBN-13: 9781461453291)
This book is devoted to the graphics of patient data: good graphs enabling straight forward and intuitive interpretation, efficient creation, and straightforward interpretation. We focus on easy access to graphics of patient data: the intention is to...Loe edasi...
John C. Gower, Sugnet Gardner Lubbe, Niel J. Le Roux
(Ilmumisaeg: 23-Feb-2011, EPUB+DRM, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9781119972907)
Biplots are a graphical method for simultaneously displaying two kinds of information; typically, the variables and sample units described by a multivariate data matrix or the items labelling the rows and columns of a two-way table. This book aims to...Loe edasi...
John C. Gower, Sugnet Gardner Lubbe, Niel J. Le Roux
(Ilmumisaeg: 29-Oct-2010, PDF+DRM, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9780470973202)
Biplots are a graphical method for simultaneously displaying two kinds of information; typically, the variables and sample units described by a multivariate data matrix or the items labelling the rows and columns of a two-way table. This book aims to...Loe edasi...
(Ilmumisaeg: 23-Jan-2010, PDF+DRM, Kirjastus: Springer-Verlag New York Inc., ISBN-13: 9781441900524)
R, a free and open source program, is one of the most powerful and the fastest-growing statistics program. Microsoft Excel is the most widely used spreadsheet program, but many statisticians consider its statistical tools too limited.In this book, th...Loe edasi...
Sari: Adaptive Computation and Machine Learning series
(Ilmumisaeg: 31-Jul-2009, PDF+DRM, Kirjastus: MIT Press Ltd, ISBN-13: 9780262277389)
A general framework for constructing and using probabilistic models of complex systems that would enable a computer to use available information for making decisions.Most tasks require a person or an automated system to reason-to reach conclusions ba...Loe edasi...
(Ilmumisaeg: 24-Oct-2008, EPUB+DRM, Kirjastus: Taylor & Francis Inc, ISBN-13: 9781000738230)
Interactive Graphics for Data Analysis: Principles and Examples discusses exploratory data analysis (EDA) and how interactive graphical methods can help gain insights as well as generate new questions and hypotheses from datasets.Fundamentals of Inte...Loe edasi...
