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Kategoria BISAC: Mathematics >> Probability & Statistics - Multivariate Analysis
ilość książek w kategorii: 513
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Analyzing Categorical Data
ISBN: 9781441918376 / Angielski / Miękka / 498 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Categorical data arise often in many fields, including biometrics, economics, management, manufacturing, marketing, psychology, and sociology. This book provides an introduction to the analysis of such data. The coverage is broad, using the loglinear Poisson regression model and logistic binomial regression models as the primary engines for methodology. Topics covered include count regression models, such as Poisson, negative binomial, zero-inflated, and zero-truncated models; loglinear models for two-dimensional and multidimensional contingency tables, including for square tables and... Categorical data arise often in many fields, including biometrics, economics, management, manufacturing, marketing, psychology, and sociology. This... |
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201,24 |
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Statistical Methods for the Analysis of Repeated Measurements
ISBN: 9781441929761 / Angielski / Miękka / 416 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. I have endeavored to provide a comprehensive introduction to a wide - riety of statistical methods for the analysis of repeated measurements. I envision this book primarily as a textbook, because the notes on which it is based have been used in a semester-length graduate course I have taught since1991.Thiscourseisprimarilytakenbygraduatestudentsinbiostat- tics and statistics, although students and faculty from other departments have audited the course. I also anticipate that the book will be a useful r- erence for practicing statisticians. This assessment is based on the positive responses I...
I have endeavored to provide a comprehensive introduction to a wide - riety of statistical methods for the analysis of repeated measurements. I envisi...
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201,24 |
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The Design and Analysis of Computer Experiments
ISBN: 9781441929921 / Angielski / Miękka / 284 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. In the past 15 to 20 years, the computer has become a popular tool for exploring the relationship between a measured response and factors thought to affect the response. In many cases, scientific theories exist that implicitly relate the response to the factors by means of systems of mathematical equations. There also exist numerical methods for accurately solving such equations and appropriate computer hardware and software to implement these methods. In many engineering applications, for example, the relationship is described by a dynamical system and the numerical method is a finite...
In the past 15 to 20 years, the computer has become a popular tool for exploring the relationship between a measured response and factors thought to a...
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523,30 |
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Multivariate Statistical Analysis: A High-Dimensional Approach
ISBN: 9789048155934 / Angielski / Miękka / 244 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. In the last few decades the accumulation of large amounts of in formation in numerous applications. has stimtllated an increased in terest in multivariate analysis. Computer technologies allow one to use multi-dimensional and multi-parametric models successfully. At the same time, an interest arose in statistical analysis with a de ficiency of sample data. Nevertheless, it is difficult to describe the recent state of affairs in applied multivariate methods as satisfactory. Unimprovable (dominating) statistical procedures are still unknown except for a few specific cases. The simplest problem...
In the last few decades the accumulation of large amounts of in formation in numerous applications. has stimtllated an increased in terest in multivar...
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402,53 |
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A First Course in Linear Model Theory
ISBN: 9781439858059 / Angielski / Twarda / 514 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
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467,13 |
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Multivariate Statistical Modelling Based on Generalized Linear Models
ISBN: 9781441929006 / Angielski / Miękka / 518 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Since our first edition of this book, many developments in statistical mod- elling based on generalized linear models have been published, and our primary aim is to bring the book up to date. Naturally, the choice of these recent developments reflects our own teaching and research interests. The new organization parallels that of the first edition. We try to motiv- ate and illustrate concepts with examples using real data, and most data sets are available on http: / fwww. stat. uni-muenchen. de/welcome_e. html, with a link to data archive. We could not treat all recent developments in the...
Since our first edition of this book, many developments in statistical mod- elling based on generalized linear models have been published, and our pri...
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1006,38 |
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Plane Answers to Complex Questions: The Theory of Linear Models
ISBN: 9781441929716 / Angielski / Miękka / 476 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. The third edition of Plane Answers includes fundamental changes in how some aspects of the theory are handled. Chapter 1 includes a new section that introduces generalized linear models. Primarily, this provides a defini tion so as to allow comments on how aspects of linear model theory extend to generalized linear models. For years I have been unhappy with the concept of estimability. Just because you cannot get a linear unbiased estimate of something does not mean you cannot estimate it. For example, it is obvious how to estimate the ratio of two contrasts in an ANOVA, just estimate each...
The third edition of Plane Answers includes fundamental changes in how some aspects of the theory are handled. Chapter 1 includes a new section that i...
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362,11 |
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Principal Component Analysis
ISBN: 9781441929990 / Angielski / Miękka / 488 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Principal component analysis is central to the study of multivariate data. Although one of the earliest multivariate techniques it continues to be the subject of much research, ranging from new model- based approaches to algorithmic ideas from neural networks. It is extremely versatile with applications in many disciplines. The first edition of this book was the first comprehensive text written solely on principal component analysis. The second edition updates and substantially expands the original version, and is once again the definitive text on the subject. It includes core material,...
Principal component analysis is central to the study of multivariate data. Although one of the earliest multivariate techniques it continues to be the...
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1328,44 |
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Nonparametric Statistics on Manifolds and Their Applications to Object Data Analysis
ISBN: 9781439820506 / Angielski / Twarda / 517 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. A New Way of Analyzing Object Data from a Nonparametric Viewpoint Nonparametric Statistics on Manifolds and Their Applications to Object Data Analysis provides one of the first thorough treatments of the theory and methodology for analyzing data on manifolds. It also presents in-depth applications to practical problems arising in a variety of fields, including statistics, medical imaging, computer vision, pattern recognition, and bioinformatics. The book begins with a survey of illustrative examples of object data before moving to a review of... A New Way of Analyzing Object Data from a Nonparametric Viewpoint Nonparametric Statistics on Manifolds and Their Applicati... |
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836,01 |
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Multivariate Analysis Social S
ISBN: 9780470537565 / Angielski / Twarda / 496 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Multivariate Analysis for the Social Sciences provides clear guidelines combined with the insight needed to understand the methods and applications of multivariate statistics.
Multivariate Analysis for the Social Sciences provides clear guidelines combined with the insight needed to understand the methods and applications of...
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522,56 |
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Maximum Likelihood Estimation of Functional Relationships
ISBN: 9780387977218 / Angielski / Miękka / 110 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. The theory of functional relationships concerns itself with inference from models with a more complex error structure than those existing in regression models. We are familiar with the bivariate linear relationship having measurement errors in both variables and the fact that the standard regression estimator of the slope underestimates the true slope. One complication with inference about parameters in functional relationships, is that many of the standard properties of likelihood theory do not apply, at least not in the form in which they apply to e.g. regression models. This is probably...
The theory of functional relationships concerns itself with inference from models with a more complex error structure than those existing in regressio...
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402,53 |
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Information Bounds and Nonparametric Maximum Likelihood Estimation
ISBN: 9783764327941 / Angielski / Miękka / 128 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. The book gives an account of recent developments in the theory of nonparametric and semiparametric estimation. The first part deals with information lower bounds and differentiable functionals. The second part focuses on nonparametric maximum likelihood estimators for interval censoring and deconvolution. The distribution theory of these estimators is developed and new algorithms for computing them are introduced. The models apply frequently in biostatistics and epidemiology and although they have been used as a data-analytic tool for a long time, their properties have been largely unknown....
The book gives an account of recent developments in the theory of nonparametric and semiparametric estimation. The first part deals with information l...
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201,24 |
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Optimal Unbiased Estimation of Variance Components
ISBN: 9780387964492 / Angielski / Miękka / 146 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. The clearest way into the Universe is through a forest wilderness. John MuIr As recently as 1970 the problem of obtaining optimal estimates for variance components in a mixed linear model with unbalanced data was considered a miasma of competing, generally weakly motivated estimators, with few firm gUidelines and many simple, compelling but Unanswered questions. Then in 1971 two significant beachheads were secured: the results of Rao 1971a, 1971b] and his MINQUE estimators, and related to these but not originally derived from them, the results of Seely 1971] obtained as part of his...
The clearest way into the Universe is through a forest wilderness. John MuIr As recently as 1970 the problem of obtaining optimal estimates for varian...
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201,24 |
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Decomposition and Invariance of Measures, and Statistical Transformation Models
ISBN: 9780387971315 / Angielski / Miękka / 147 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. The present set of notes grew out of our interest in the study of statistical transformation models, in particular exponential transfor- mation models. The latter class comprises as special cases all fully tractable models for mUltivariate normal observations. The theory of decomposition and invariance of measures provides essential tools for the study of transformation models. While the major aspects of that theory are treated in a number of mathematical monographs, mostly as part of much broader contexts, we have found no single account in the literature which is sufficiently comprehensive...
The present set of notes grew out of our interest in the study of statistical transformation models, in particular exponential transfor- mation models...
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523,30 |
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Theta Criteria: Multivariate Analysis
ISBN: 9781456467203 / Angielski / Miękka / 64 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Theta Criteria are based on operator's theory and matrices decompositions. The main idea is to evaluate differences between sets of operators' eigenvalues & eigenvectors or eigenfunctions. Theta Criteria will lead to more efficient analysis, optimization and prognosis of multivariate systems and applications. Theta Criteria can be used for data set mining and image processing. The book is designed as a complementary tool for applied mathematics methods. More information at: www.ThetaCriteria.com Keywords: Block matrices, Canonical analysis, Condition, Determinant, Eigenfunctions, Eigenpair,...
Theta Criteria are based on operator's theory and matrices decompositions. The main idea is to evaluate differences between sets of operators' eigenva...
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79,02 |
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Statistics for Imaging, Optics, and Photonics
ISBN: 9780470509456 / Angielski / Twarda / 408 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. A vivid, hands-on discussion of the statistical methods in imaging, optics, and photonics applications In the field of imaging science, there is a growing need for students and practitioners to be equipped with the necessary knowledge and tools to carry out quantitative analysis of data. Providing a self-contained approach that is not too heavily statistical in nature, Statistics for Imaging, Optics, and Photonics presents necessary analytical techniques in the context of real examples from various areas within the field, including remote sensing, color science, printing, and... A vivid, hands-on discussion of the statistical methods in imaging, optics, and photonics applications In the field of imaging science, ther... |
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460,45 |
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Projection Matrices, Generalized Inverse Matrices, and Singular Value Decomposition
ISBN: 9781441998866 / Angielski / Twarda / 248 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Aside from distribution theory, projections and the singular value decomposition (SVD) are the two most important concepts for understanding the basic mechanism of multivariate analysis. The former underlies the least squares estimation in regression analysis, which is essentially a projection of one subspace onto another, and the latter underlies principal component analysis, which seeks to find a subspace that captures the largest variability in the original space. This book is about projections and SVD. A thorough discussion of generalized inverse (g-inverse) matrices is also given because...
Aside from distribution theory, projections and the singular value decomposition (SVD) are the two most important concepts for understanding the basic...
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402,53 |
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An Introduction to Copulas
ISBN: 9781441921093 / Angielski / Miękka / 272 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Copulas are functions that join multivariate distribution functions to their one-dimensional margins. The study of copulas and their role in statistics is a new but vigorously growing field. In this book the student or practitioner of statistics and probability will find discussions of the fundamental properties of copulas and some of their primary applications. The applications include the study of dependence and measures of association, and the construction of families of bivariate distributions. With nearly a hundred examples and over 150 exercises, this book is suitable as a text or for...
Copulas are functions that join multivariate distribution functions to their one-dimensional margins. The study of copulas and their role in statistic...
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cena:
684,33 |
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Permutation Methods: A Distance Function Approach
ISBN: 9781441924162 / Angielski / Miękka / 446 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. The book will provide a comprehensive treatment of statistical inference using permutation techniques. Its purpose is to make available to practitioners a variety of useful and powerful data analytic tools that rely on very few distributional assumptions. Although many of these procedures have appeared in journal articles, they are not readily available to practitioners.
The book will provide a comprehensive treatment of statistical inference using permutation techniques. Its purpose is to make available to practitione...
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cena:
402,53 |
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A First Course in Multivariate Statistics
ISBN: 9781441931139 / Angielski / Miękka / 715 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. My goal in writing this book has been to provide teachers and students of multi variate statistics with a unified treatment ofboth theoretical and practical aspects of this fascinating area. The text is designed for a broad readership, including advanced undergraduate students and graduate students in statistics, graduate students in bi ology, anthropology, life sciences, and other areas, and postgraduate students. The style of this book reflects my beliefthat the common distinction between multivariate statistical theory and multivariate methods is artificial and should be abandoned. I hope...
My goal in writing this book has been to provide teachers and students of multi variate statistics with a unified treatment ofboth theoretical and pra...
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cena:
342,14 |
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