Springer Series in Statistics – serie
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317 produkter
Elements of Statistical Learning
Data Mining, Inference, and Prediction, Second Edition
Av Trevor Hastie, Robert Tibshirani m. fl.
Inbunden, 2009
875 kr
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This book describes the important ideas in a variety of fields such as medicine, biology, finance, and marketing in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of colour graphics. …
Multivariate Analysis with LISREL
Av Karl G. Jöreskog, Ulf H. Olsson m. fl.
Inbunden, 2026
1752 kr
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This second edition of a classic text offers an extensively revised and updated treatment of multivariate statistical analysis and its practical implementation using the LISREL program. In addition to core topics such as structural equation modeling, confirmatory and exploratory factor analyses, …
Partial Identification of Probability Distributions
Inbunden, 2003
1534 kr
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Sample data alone never suffice to draw conclusions about populations. Inference always requires assumptions about the population and sampling process. Statistical theory has revealed much about how strength of assumptions affects the precision of point estimates, but has had much less to say about …
Resampling Methods for Dependent Data
Av S. N. Lahiri
Inbunden, 2003
2515 kr
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This is a book on bootstrap and related resampling methods for temporal and spatial data exhibiting various forms of dependence. Like the resam pling methods for independent data, these methods provide tools for sta tistical analysis of dependent data without requiring stringent structural …
Introduction to Rare Event Simulation
Inbunden, 2004
1425 kr
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This book is an attempt to present a unified theory of rare event simulation and the variance reduction technique known as importance sampling from the point of view of the probabilistic theory of large deviations. This framework allows us to view a vast assortment of simulation problems from a …
Selected Papers of Frederick Mosteller
Av Stephen E. Fienberg, David C. Hoaglin
Inbunden, 2006
1098 kr
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Frederick Mosteller has inspired numerous statisticians and other scientists by his creative approach to statistics and its applications. This volume brings together 40 of his most original and influential papers, capturing the variety and depth of his writings. The editors hope to share these with …
Permutation, Parametric, and Bootstrap Tests of Hypotheses
Inbunden, 2004
2188 kr
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This text is intended to provide a strong theoretical background in testing hypotheses and decision theory for those who will be practicing in the real worldorwhowillbeparticipatinginthetrainingofreal-worldstatisticiansand biostatisticians. In previous editions of this text, my rhetoric was …
Life Distributions
Structure of Nonparametric, Semiparametric, and Parametric Families
Av Albert W. Marshall, Ingram Olkin
Inbunden, 2007
2188 kr
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For over 200 years, practitioners have been developing parametric families of probability distributions for data analysis. More recently, an active development of nonparametric and semiparametric families has occurred. This book includes an extensive discussion of a wide variety of distribution …
Statistical Demography and Forecasting
Häftad, 2005
1316 kr
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Sustainability of pension systems, intergeneration fiscal equity under population aging, and accounting for health care benefits for future retirees are examples of problems that cannot be solved without understanding the nature of population forecasts and their uncertainty. Similarly, the accuracy …
Statistical Demography and Forecasting
Inbunden, 2005
1643 kr
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Sustainability of pension systems, intergeneration fiscal equity under population aging, and accounting for health care benefits for future retirees are examples of problems that cannot be solved without understanding the nature of population forecasts and their uncertainty. Similarly, the accuracy …
Models for Discrete Longitudinal Data
Av Geert Molenberghs, Geert Verbeke
Inbunden, 2005
2188 kr
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This book provides a comprehensive treatment on modeling approaches for non-Gaussian repeated measures, possibly subject to incompleteness. Without putting too much emphasis on software, the book shows how the different approaches can be implemented within the SAS software package. The text is …
Modern Multidimensional Scaling
Theory and Applications
Inbunden, 2005
2406 kr
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Multidimensionalscaling(MDS)isatechniquefortheanalysisofsimilarity or dissimilarity data on a set of objects. Such data may be intercorrelations of test items, ratings of similarity on political candidates, or trade indices forasetofcountries.MDSattemptstomodelsuchdataasdistancesamong …
Nonlinear Time Series
Nonparametric and Parametric Methods
Häftad, 2005
1425 kr
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Amongmanyexcitingdevelopmentsinstatisticsoverthelasttwodecades, nonlineartimeseriesanddata-analyticnonparametricmethodshavegreatly advanced along seemingly unrelated paths. In spite of the fact that the - plication of nonparametric techniques in time series can be traced back to the 1940s at least, …
Statistical Analysis of Environmental Space-Time Processes
Inbunden, 2006
1692 kr
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This book presents knowledge gained by the authors along with methods they developed, over more than 30 years of experience measuring, mod- ing, and mapping environmental space–time ?elds. That experience embraces both large (continentwide) spatial domains and small. In part it comes from their …
Introduction to Copulas
Inbunden, 2006
1861 kr
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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 …
Non-negative Matrices and Markov Chains
Av E. Seneta
Häftad, 2006
1861 kr
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Since its inception by Perron and Frobenius, the theory of non-negative matrices has developed enormously and is now being used and extended in applied fields of study as diverse as probability theory, numerical analysis, demography, mathematical economics, and dynamic programming, while its …
Nonparametric Functional Data Analysis
Theory and Practice
Av Frédéric Ferraty, Philippe Vieu
Inbunden, 2006
1425 kr
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Modern apparatuses allow us to collect samples of functional data, mainly curves but also images. On the other hand, nonparametric statistics produces useful tools for standard data exploration. This book links these two fields of modern statistics by explaining how functional data can be studied …
Sampling Algorithms
Av Yves Tillé
Inbunden, 2006
1643 kr
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Over the last few decades, important progresses in the methods of sampling have been achieved. This book draws up an inventory of new methods that can be useful for selecting samples. Forty-six sampling methods are described in the framework of general theory. The algorithms are described …
Modern Theory of Factorial Design
Inbunden, 2006
1098 kr
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Factorial design plays a fundamental role in efficient and economic experimentation with multiple input variables and is extremely popular in various fields of application, including engineering, agriculture, medicine and life sciences. Factorial experiments are often used in case studies in …
Semiparametric Theory and Missing Data
Inbunden, 2006
2733 kr
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Missing data arise in almost all scientific disciplines. In many cases, the treatment of missing data in an analysis is carried out in a casual and ad-hoc manner, leading, in many cases, to invalid inference and erroneous conclusions. In the past 20 years or so, there has been a serious attempt to …
Reliability, Life Testing and the Prediction of Service Lives
For Engineers and Scientists
Inbunden, 2007
1643 kr
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The prerequisite for reading this text is a calculus based course in Probability and Mathematical Statistics, along with the usual curricularmathematical requi- ments for every science major. For graduate students from disciplines other than mathematical sciences much advantage, viz., both insight …
Model-based Geostatistics
Av Peter Diggle, Paulo Justiniano Ribeiro
Inbunden, 2007
1861 kr
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Geostatistics is concerned with estimation and prediction problems for spatially continuous phenomena, using data obtained at a limited number of spatial locations. The name reflects its origins in mineral exploration, but the methods are now used in a wide range of settings including public health …
Finite Mixture and Markov Switching Models
Inbunden, 2006
2188 kr
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The past decade has seen powerful new computational tools for modeling which combine a Bayesian approach with recent Monte simulation techniques based on Markov chains. This book reviews these techniques and covers advances in the field. This is the first book to offer a systematic presentation of …
Stochastic Orders
Av Moshe Shaked, J. George Shanthikumar
Inbunden, 2006
2515 kr
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Stochastic ordering is a fundamental guide for decision making under uncertainty. It is also an essential tool in the study of structural properties of complex stochastic systems. This reference text presents a comprehensive coverage of the various notions of stochastic orderings, their closure …
Functional Data Analysis
Av James Ramsay, B. W. Silverman
Inbunden, 2005
2733 kr
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Scientists and others today often collect samples of curves and other functional observations. This monograph presents many ideas and techniques for such data. Included are expressions in the functional domain of such classics as linear regression, principal components analysis, linear modeling, …
Statistical Tools for Nonlinear Regression
A Practical Guide With S-PLUS and R Examples
Av Sylvie Huet, Anne Bouvier m. fl.
Inbunden, 2003
552 kr
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Statistical Tools for Nonlinear Regression, Second Edition, presents methods for analyzing data using parametric nonlinear regression models. The new edition has been expanded to include binomial, multinomial and Poisson non-linear models. Using examples from experiments in agronomy and …
Inequalities: Theory of Majorization and Its Applications
Av Albert W. Marshall, Ingram Olkin m. fl.
Inbunden, 2010
2515 kr
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This book’s first edition has been widely cited by researchers in diverse fields. The following are excerpts from reviews. “Inequalities: Theory of Majorization and its Applications” merits strong praise. It is innovative, coherent, well written and, most importantly, a pleasure to read. … This …
Inference in Hidden Markov Models
Av Olivier Cappé, Eric Moulines m. fl.
Inbunden, 2005
2733 kr
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Hidden Markov models have become a widely used class of statistical models with applications in diverse areas such as communications engineering, bioinformatics, finance and many more. This book is a comprehensive treatment of inference for hidden Markov models, including both algorithms and …
Maximum Penalized Likelihood Estimation
Volume II: Regression
Av Paul P. Eggermont, Vincent N. LaRiccia
Inbunden, 2009
2188 kr
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This is the second volume of a text on the theory and practice of maximum penalized likelihood estimation. It is intended for graduate students in s- tistics, operationsresearch, andappliedmathematics, aswellasresearchers and practitioners in the ?eld. The present volume was supposed to have a …
Elements of Multivariate Time Series Analysis
Häftad, 2003
552 kr
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In this revised edition, some additional topics have been added to the original version, and certain existing materials have been expanded, in an attempt to pro vide a more complete coverage of the topics of time-domain multivariate time series modeling and analysis. The most notable new addition …
