saadame teile pakkumise kasutatud raamatule, mille hind võib erineda kodulehel olevast hinnast
The first book of its kind to utilize examples in MATLAB, Statistical Learning Building Knowledge from Data presents students, researchers, and practitioners with an easy-to-read guide to the state-of-the-art techniques that are essential for...Loe edasi...
saadame teile pakkumise kasutatud raamatule, mille hind võib erineda kodulehel olevast hinnast
This book provides insight and advice on the most appropriate and effective statistical methods to employ when using large or robust data. It covers the handling of high-dimensional data and data in which there is bias in the type collected and prese...Loe edasi...
(Ilmumisaeg: 25-Oct-2019, Hardback, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9780470713938)
Symbolic data analysis is a relatively new field that provides a range of methods for analyzing complex datasets. Standard statistical methods do not have the power or flexibility to make sense of very large datasets, and symbolic data analysis techn...Loe edasi...
This book uniquely utilizes visualization tools to explain and study statistical learning methods. Covering classification and regression, the book is divided into two parts. First, various visualization methods are introduced and explained. Here, t...Loe edasi...
(Ilmumisaeg: 18-Oct-2013, Hardback, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9781118357729)
This is a book about exploring random systems using computer simulation and thus, this book combines two different topic areas which have always fascinated me: the mathematical theory of probability and the art of programming computers-- Ex...Loe edasi...
(Ilmumisaeg: 07-Dec-2012, Hardback, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9780470533314)
Givens and Hoeting (both statistics, Colorado State U.) provide graduate students in statistics and related fields, statisticians, and quantitative empirical scientists in other fields most of the information they need to develop a broad working know...Loe edasi...
(Ilmumisaeg: 07-Sep-2012, Hardback, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9780470195154)
As the editors note in their preface, network analysis has become an emerging trend in several scientific disciplines. This work brings together a number of theoretical disciplines like graph theory, machine learning, and statistical data analysis to...Loe edasi...
(Ilmumisaeg: 11-Mar-2011, Hardback, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9780470688298)
This practical guide to understanding and implementing data mining techniques discusses traditional methods—cluster analysis, factor analysis, linear regression, PLS regression, and generalized linear models—and recent methods—baggi...Loe edasi...
Lorenz Biegler, Youssef Marzouk, George Biros, Omar Ghattas, Matthias Heinkenschloss, David Keyes, Bani Mallick, Luis Tenorio, Bart van Bloemen Waanders, Karen Willcox...
Sari: Wiley Series in Computational Statistics
(Ilmumisaeg: 05-Nov-2010, Hardback, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9780470697436)
This book focuses on computational methods for large-scale statistical inverse problems and provides an introduction to statistical Bayesian and frequentist methodologies. Recent research advances for approximation methods are discussed, along with K...Loe edasi...
(Ilmumisaeg: 16-Jul-2010, Hardback, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9780470748268)
Markov Chain Monte Carlo (MCMC) methods are now an indispensable tool in scientific computing. This book discusses recent developments of MCMC methods with an emphasis on those making use of past sample information during simulations. The application...Loe edasi...
(Ilmumisaeg: 15-Jan-2010, Hardback, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9780470046098)
Bayesian statistics is very simple in theory but more difficult in practice, says Bolstad (statistics, U. of Waikato, New Zealand), so it has not been widely used in applied statistical problems. But computational Bayesian statistics resolves many of...Loe edasi...
(Ilmumisaeg: 21-Aug-2009, Hardback, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9780470743850)
saadame teile pakkumise kasutatud raamatule, mille hind võib erineda kodulehel olevast hinnast
Handbook of Computational Econometrics examines the state of the art of computational econometrics and provides exemplary studies dealing with computational issues arising from a wide spectrum of econometric fields including such topics as bootstrap...Loe edasi...
Christian Borgelt, Matthias Steinbrecher, Rudolf R. Kruse
Sari: Wiley Series in Computational Statistics
(Ilmumisaeg: 07-Aug-2009, Hardback, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9780470722107)
Graphical models are often used in applied statistics and data mining. This work provides an introduction and overview of relational, probabilistic, and possibilistic networks used in data analysis and data mining, for researchers and practitioners w...Loe edasi...
Christian Borgelt, Matthias Steinbrecher, Rudolf R. Kruse
Sari: Wiley Series in Computational Statistics
(Ilmumisaeg: 04-Aug-2009, Other digital carrier, Kirjastus: Wiley-Blackwell, ISBN-13: 9780470749555)
* Provides a self-contained introduction to learning relational, probabilistic and possibilistic networks from data* All basic concepts carefully explained and illustrated by examples throughout* Contains background material including graphical repr...Loe edasi...
(Ilmumisaeg: 10-Mar-2009, Hardback, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9780470141144)
The BUGS (Bayesian inference Using Gibbs Sampling) project is concerned with free, flexible software for the Bayesian analysis of complex statistical models using Markov Chain Monte Carlo (MCMC) methods. It details the various and commonly-used model...Loe edasi...
According to the author, the multi-layered perceptron (MLP) model is the most widely-used of the artificial neural network models. This practical guide describes the MLP model and shows how it relates to some other statistical models used for classif...Loe edasi...
