Michael W. Mahoney, John C. Duchi, Anna C. Gilbert
Sari: IAS/Park City Mathematics Series
(Ilmumisaeg: 30-Nov-2018, Hardback, Kirjastus: American Mathematical Society, ISBN-13: 9781470435752)
The July 2016 summer session f the Park City Mathematics Institute, in Princeton, New Jersey, focused on the mathematics of data, an area of applied mathematics. The underlying ideas are that all data must be modeled--by a matrix, say, or a graph...Loe edasi...
This book provides an undergraduate-level introduction to discrete and continuous-time Markov chains and their applications, with a particular focus on the first step analysis technique and its applications to average hitting times and ruin p...Loe edasi...
(Ilmumisaeg: 09-Aug-2018, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319962610)
The purpose of these notes is to highlight the far-reaching connections between Information Theory and Statistics. Universal coding and adaptive compression are indeed closely related to statistical inference concerning processes and using maxim...Loe edasi...
Ding-Geng Chen, Zhezhen Jin, Gang Li, Yi Li, Aiyi Liu, Yichuan Zhao
Sari: ICSA Book Series in Statistics
(Ilmumisaeg: 26-Jan-2018, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319694153)
This book is comprised of the presentations delivered at the 25th ICSA Applied Statistics Symposium held at the Hyatt Regency Atlanta, on June 12-15, 2016. This symposium attracted more than 700 statisticians and data scientists working...Loe edasi...
(Ilmumisaeg: 29-Dec-2017, Hardback, Kirjastus: Springer London Ltd, ISBN-13: 9781447173472)
This monograph, now in a thoroughly revised second edition, offers the latest research on random sets. It has been extended to include substantial developments achieved since 2005, some of them motivated by applications of random sets to econometr...Loe edasi...
saadame teile pakkumise kasutatud raamatule, mille hind võib erineda kodulehel olevast hinnast
Matrix algebra is one of the most important areas of mathematics for data analysis and for statistical theory. This much-needed work presents the relevant aspects of the theory of matrix algebra for applications in statistics. It moves on to consi...Loe edasi...
This textbook is designed to give an engaging introduction to statistics and the art of data analysis. The unique scope includes, but also goes beyond, classical methodology associated with the normal distribution. What if the normal model is not val...Loe edasi...
(Ilmumisaeg: 03-Aug-2017, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319557885)
This volume of selected and peer-reviewed contributions on the latest developments in time series analysis and forecasting updates the reader on topics such as analysis of irregularly sampled time series, multi-scale analysis of univariate...Loe edasi...
Learn how to write object-oriented programs in R and how to construct classes and class hierarchies in the three object-oriented systems available in R. This book gives an introduction to object-oriented programming in the R programming language...Loe edasi...
(Ilmumisaeg: 02-Mar-2017, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319495286)
This book provides a survey on different kinds of Feistel ciphers, with their definitions and mathematical/computational properties. Feistel ciphers are widely used in cryptography in order to obtain pseudorandom permutations and secret-key block cip...Loe edasi...
(Ilmumisaeg: 01-Mar-2017, Hardback, Kirjastus: American Mathematical Society, ISBN-13: 9781470431822)
After a brief overview of the main ideas and topics related to Kolmogorov complexity and algorithmic randomness, Shen, Uspensky, and Vereshchagin discuss topics and results they find most important from both the technical and philosophical perspe...Loe edasi...
saadame teile pakkumise kasutatud raamatule, mille hind võib erineda kodulehel olevast hinnast
This in-depth advanced guide shows you how to conduct data analysis using the popular R language and how with some practical programming, you can make your work more efficient by writing functions or packages, and how to automate running code and the...Loe edasi...
Santiago Aja-Fernández, Gonzalo Vegas-Sánchez-Ferrero
(Ilmumisaeg: 27-Jul-2016, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319399331)
This unique text presents a comprehensive review of methods for modeling signal and noise in magnetic resonance imaging (MRI), providing a systematic study, classifying and comparing the numerous and varied estimation and filtering techniques. Featur...Loe edasi...
(Ilmumisaeg: 16-Jul-2016, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319306339)
This book contains a rich set of tools for nonparametric analyses, and the purpose of this supplemental text is to provide guidance to students and professional researchers onhow R is used for nonparametric data analysis in the biological sciences:...Loe edasi...
(Ilmumisaeg: 24-May-2016, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319301136)
Focused on efficient simulation-driven multi-fidelity optimization techniques, this monograph on simulation-driven optimization covers simulations utilizing physics-based low-fidelity models, often based on coarse-discretization simulations or other...Loe edasi...
(Ilmumisaeg: 23-May-2016, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319307992)
This book introduces methods of robust optimization in multivariateadaptive regression splines (MARS) and Conic MARS in order to handleuncertainty and non-linearity. The proposed techniques are implemented andexplained in two-model regulatory syst...Loe edasi...
This book considers specific inferential issues arising from the analysis of dynamic shapes with the attempt to solve the problems at hand using probability models and nonparametric tests. The models are simple to understand and interpret and prov...Loe edasi...
Sari: Springer Proceedings in Mathematics & Statistics
(Ilmumisaeg: 13-Feb-2016, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319275154)
This edited volume is devoted to the now-ubiquitous use of computational models across most disciplines of engineering and science, led by a trio of world-renowned researchers in the field. Focused on recent advances of modeling and optimization tech...Loe edasi...
This book provides comprehensive reviews of recent progress in matrix variate and tensor variate data analysis from applied points of view. Matrix and tensor approaches for data analysis are known to be extremely useful for recently emerging complex...Loe edasi...
(Ilmumisaeg: 06-Jan-2016, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319177038)
MM Stat, together with its enhanced online version with interactive examples, offers a flexible tool that facilitates the teaching of basic statistics. It covers all the topics found in introductory descriptive statistics courses, including simple li...Loe edasi...
