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Kategoria BISAC: Mathematics >> Probability & Statistics  Bayesian Analysis
ilość książek w kategorii: 333
Data Analysis: A Bayesian Tutorial
ISBN: 9780198568322 / Angielski / Miękka / 246 str. Statistics lectures have been a source of much bewilderment and frustration for generations of students. This book attempts to remedy the situation by expounding a logical and unified approach to the whole subject of data analysis.
This text is intended as a tutorial guide for senior undergraduates and research students in science and engineering. After explaining the basic principles of Bayesian probability theory, their use is illustrated with a variety of examples ranging from elementary parameter estimation to image processing. Other topics covered include reliability analysis,... Statistics lectures have been a source of much bewilderment and frustration for generations of students. This book attempts to remedy the situation by...


cena:
174,00 zł 
The Credit Scoring Toolkit: Theory and Practice for Retail Credit Risk Management and Decision Automation
ISBN: 9780199226405 / Angielski / Twarda / 731 str. Credit scoring aims to quantify the likelihood of a prospective borrower defaulting on payment over a specified period of time. The credit score is calculated using increasingly sophisticated statistical models, which vary considerably between individual cases. This clearlywritten and comprehensive text covers the scorecard development process and provides a practical howto guide for those wanting to use and develop credit scoring techniques.
Assuming little prior knowledge, the text includes the relevant statistical and mathematical tools, numerous reallife examples, and discussion of... Credit scoring aims to quantify the likelihood of a prospective borrower defaulting on payment over a specified period of time. The credit score is ca...


cena:
608,74 zł 
Predictive Inference: An Introduction
ISBN: 9780412034718 / Angielski / Twarda / 264 str. The author's research has been directed towards inference involving observables rather than parameters and in this book he brings together his views on predictive or observable inference and his reason for his preference. He feels that inference couched in terms of observables has the possibility of being validated. While the book discusses a variety of approaches to prediction including those based on parametric, nonparametric, and nonstochastic statistical models, it is devoted mainly to predictive applications of the Bayesian approach. It not only substitutes predictive analyses for...
The author's research has been directed towards inference involving observables rather than parameters and in this book he brings together his views o...


cena:
673,31 zł 
Introduction to Random Chaos
ISBN: 9780412050916 / Angielski / Twarda / 304 str. Introduction to Random Chaos contains a wealth of information on this significant area, rooted in hypercontraction and harmonic analysis. Random chaos statistics extend the classical concept of empirical mean and variance. By focusing on the three models of Rademacher, Poisson, and Wiener chaos, this book shows how an iteration of a simple random principle leads to a nonlinear probability model unifying seemingly separate types of chaos into a network of theorems, procedures, and applications.
The concepts and techniques connect diverse areas of probability, algebra, and analysis and... Introduction to Random Chaos contains a wealth of information on this significant area, rooted in hypercontraction and harmonic analysis. Random chaos...


cena:
648,38 zł 
Probability with a View Towards Statistics, Volume I
ISBN: 9780412052217 / Angielski / Twarda / 632 str. Volume I of this twovolume text and reference work begins by providing a foundation in measure and integration theory. It then offers a systematic introduction to probability theory, and in particular, those parts that are used in statistics. This volume discusses the law of large numbers for independent and nonindependent random variables, transforms, special distributions, convergence in law, the central limit theorem for normal and infinitely divisible laws, conditional expectations and martingales. Unusual topics include the uniqueness and convergence theorem for general transforms with...
Volume I of this twovolume text and reference work begins by providing a foundation in measure and integration theory. It then offers a systematic in...


cena:
673,31 zł 
Probability with a View Towards Statistics, Volume II
ISBN: 9780412052316 / Angielski / Twarda / 552 str. Part of a twovolume text and reference work, this volume concentrates on the applications of probability to statistics. Topics include: the art of calculating densities of complicated transformations of random vectors; exponential models; consistency of maximum estimators; and other topics.
Part of a twovolume text and reference work, this volume concentrates on the applications of probability to statistics. Topics include: the art of ca...


cena:
673,31 zł 
Probability with a View Towards Statistics, Two Volume Set
ISBN: 9780412054211 / Angielski / Twarda / 1122 str. Volume I of this twovolume text and reference work begins by providing a foundation in measure and integration theory. It then offers a systematic introduction to probability theory, and in particular, those parts that are used in statistics. This volume discusses the law of large numbers for independent and nonindependent random variables, transforms, special distributions, convergence in law, the central limit theorem for normal and infinitely divisible laws, conditional expectations and martingales. Unusual topics include the uniqueness and convergence theorem for general transforms with...
Volume I of this twovolume text and reference work begins by providing a foundation in measure and integration theory. It then offers a systematic in...


cena:
1072,31 zł 
Algorithms, Routines, and SFunctions for Robust Statistics
ISBN: 9780412079917 / Angielski / Twarda / 440 str. ROBETH (written in ANSI FORTRAN 77) is a systematized collection of algorithms that allows computation of a broad class of procedures based on M and highbreakdown point estimation, including robust regression, robust testing of linear hypotheses, and robust coveriances.
This book describes the computational procedures included in ROBETH. Each chapter is organized into three parts: 1. An overview of the theoretical background for the statistical and numerical methods 2. A detailed description of the corresponding FORTRAN subroutines and of the numerical algorithms as they are... ROBETH (written in ANSI FORTRAN 77) is a systematized collection of algorithms that allows computation of a broad class of procedures based on M and ...


cena:
872,81 zł 
Elements of Simulation
ISBN: 9780412245909 / Angielski / Miękka / 368 str. 

cena:
573,56 zł 
Elementary Applications of Probability Theory: With an Introduction to Stochastic Differential Equations
ISBN: 9780412576201 / Angielski / MiÄ™kka / 292 str. This textbook deals with the major aspects of this subject in a manner which is mathematically rigorous but not pedantic. Two new chapters on queueing theory and on probability in physics have been added. This book should be of interest to undergraduate statisticians, mathematicians, engineers and operational researchers.
This textbook deals with the major aspects of this subject in a manner which is mathematically rigorous but not pedantic. Two new chapters on queueing...


cena:
349,07 zł 
Retrial Queues
ISBN: 9780412785504 / Angielski / Twarda / 320 str. Based on the careful analysis of several hundred publications, this book uniformly describes basic methods of analysis and critical results of the theory of retrial queues.
Chapters discuss: Based on the careful analysis of several hundred publications, this book uniformly describes basic methods of analysis and critical results of the the...


cena:
623,44 zł 
Fundamentals of Applied Statistics and Surveys
ISBN: 9780412988219 / Angielski / Twarda / 352 str. As the world becomes increasingly complex, that complexity tends to be reflected in statistical approaches to things that comprise our everyday experiences. Many people now find that understanding statistics is a skill they need to succeed in the many disciplines and occupations that rely on data and numerical information. While they may not need computational skills, rigorous mathematics, or the ability to actually design studies themselves, they do need some background in the concepts essential to understanding and intelligently applying common statistical procedures and ideas.
... As the world becomes increasingly complex, that complexity tends to be reflected in statistical approaches to things that comprise our everyday experi...


cena:
498,75 zł 
Stochastic Modeling of Scientific Data
ISBN: 9780412992810 / Angielski / Twarda / 384 str. Traditionally applied probability texts contain a fair amount of probability theory, varying amounts of applications, and no data. The purpose of this text is to present some probability models, some statistics relevant to these models, and some data that illustrate some of the points made. The book emphasizes topics that have interesting scientific applications such as Markov Chain and Monte Carlo methods.
Traditionally applied probability texts contain a fair amount of probability theory, varying amounts of applications, and no data. The purpose of this...


cena:
673,31 zł 
Bayes Linear Statistics: Theory and Methods
ISBN: 9780470015629 / Angielski / Twarda / 508 str. Explaining the foundations, theory, methodology, mathematics and practicalities of Bayes linear approach, this work elucidates key concepts, and illustrates them with practical examples. It describes the role of exchangeability, and discusses more general ways of analysing beliefs via general belief transforms.
Explaining the foundations, theory, methodology, mathematics and practicalities of Bayes linear approach, this work elucidates key concepts, and illus...


cena:
570,55 zł 
Bayesian Statistical Modelling
ISBN: 9780470018750 / Angielski / Twarda / 596 str. Bayesian methods combine the evidence from the data at hand with previous quantitative knowledge to analyse practical problems in a wide range of areas. The calculations were previously complex, but it is now possible to routinely apply Bayesian methods due to advances in computing technology and the use of new sampling methods for estimating parameters. Such developments together with the availability of freeware such as WINBUGS and R have facilitated a rapid growth in the use of Bayesian methods, allowing their application in many scientific disciplines, including applied statistics, public...
Bayesian methods combine the evidence from the data at hand with previous quantitative knowledge to analyse practical problems in a wide range of area...


cena:
375,64 zł 
Applied Bayesian Modeling and Causal Inference from IncompleteData Perspectives: An Essential Journey with Donald Rubin's Statistical Family
ISBN: 9780470090435 / Angielski / Twarda / 407 str. This book brings together a collection of articles on statistical methods relating to missing data analysis, including multiple imputation, propensity scores, instrumental variables, and Bayesian inference. Covering new research topics and realworld examples which do not feature in many standard texts. The book is dedicated to Professor Don Rubin (Harvard). Don Rubin has made fundamental contributions to the study of missing data.
Key features of the book include:
This book brings together a collection of articles on statistical methods relating to missing data analysis, including multiple imputation, propensity...


cena:
763,12 zł 
Bayesian Models for Categorical Data
ISBN: 9780470092378 / Angielski / Twarda / 425 str. The use of Bayesian methods for the analysis of data has grown substantially in areas as diverse as applied statistics, psychology, economics and medical science. Bayesian Methods for Categorical Data sets out to demystify modern Bayesian methods, making them accessible to students and researchers alike. Emphasizing the use of statistical computing and applied data analysis, this book provides a comprehensive introduction to Bayesian methods of categorical outcomes.
* Reviews recent Bayesian methodology for categorical outcomes (binary, count and multinomial data). * Considers... The use of Bayesian methods for the analysis of data has grown substantially in areas as diverse as applied statistics, psychology, economics and medi...


cena:
422,89 zł 
Protein Bioinformatics: An Algorithmic Approach to Sequence and Structure Analysis
ISBN: 9780470848395 / Angielski / Twarda / 380 str. Genomics and bioinformatics play an increasingly important and transformative role in medicine, society and agriculture. The mapping of the human genome has revealed 35,000 or so genes which might code for more than one protein, resulting in 100,000 proteins for the humans alone. Since proteins are attractive targets for developing drugs, efforts are now underway to map sequences and assign functions to many novel proteins. This book takes the novel approach to cover both the sequence and structure analysis of proteins in one volume and from an algorithmic perspective.
Key features of the... Genomics and bioinformatics play an increasingly important and transformative role in medicine, society and agriculture. The mapping of the human geno...


cena:
339,02 zł 
Reliability and Risk: A Bayesian Perspective
ISBN: 9780470855027 / Angielski / Twarda / 371 str. We all like to know how reliable and how risky certain situations are, and our increasing reliance on technology has led to the need for more precise assessments than ever before. Such precision has resulted in efforts both to sharpen the notions of risk and reliability, and to quantify them. Quantification is required for normative decisionmaking, especially decisions pertaining to our safety and wellbeing. Increasingly in recent years Bayesian methods have become key to such quantifications.
Reliability and Risk provides a comprehensive overview of the mathematical and... We all like to know how reliable and how risky certain situations are, and our increasing reliance on technology has led to the need for more precise ...


cena:
464,24 zł 
Applied Bayesian Modelling
ISBN: 9780471486954 / Angielski / Twarda / 478 str. The use of Bayesian statistics has grown significantly in recent years, and will undoubtedly continue to do so. Applied Bayesian Modelling is the followup to the author's best selling book, Bayesian Statistical Modelling, and focuses on the potential applications of Bayesian techniques in a wide range of important topics in the social and health sciences. The applications are illustrated through many reallife examples and software implementation in WINBUGS  a popular software package that offers a simplified and flexible approach to statistical modelling. The book gives...
The use of Bayesian statistics has grown significantly in recent years, and will undoubtedly continue to do so. Applied Bayesian Modelling is t...


cena:
464,24 zł 