Springer Texts in Statistics – serie
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211 produkter
Introduction to Statistical Learning
with Applications in R
Av Gareth James, Daniela Witten m. fl.
Häftad, 2022
661 kr
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An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. …
All of Nonparametric Statistics
Häftad, 2010
1261 kr
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There are many books on various aspects of nonparametric inference such as density estimation, nonparametric regression, bootstrapping, and wavelets methods. But it is hard to ?nd all these topics covered in one place. The goal of this text is to provide readers with a single book where they can …
All of Statistics
A Concise Course in Statistical Inference
Häftad, 2010
629 kr
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Taken literally, the title "All of Statistics" is an exaggeration. But in spirit, the title is apt, as the book does cover a much broader range of topics than a typical introductory book on mathematical statistics. This book is for people who want to learn probability and statistics quickly. It is …
Introduction to Statistical Learning
with Applications in Python
Av Gareth James, Daniela Witten m. fl.
Häftad, 2024
923 kr
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An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance, marketing, and astrophysics in the past twenty years. …
Probability and Statistics
Theory and Applications
Av Gunnar Blom
Häftad, 2011
879 kr
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This is a somewhat extended and modified translation of the third edition of the text, first published in 1969. The Swedish edition has been used for many years at the Royal Institute of Technology in Stockholm, and at the School of Engineering at Link6ping University. It is also used in elementary …
Intermediate Course in Probability
Av Allan Gut
Häftad, 2014
898 kr
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The purpose of this book is to provide the reader with a solid background and understanding of the basic results and methods in probability theory before entering into more advanced courses (in probability and/or statistics). The presentation is fairly thorough and detailed with many solved …
Modern Introduction to Probability and Statistics
Understanding Why and How
Av F.M. Dekking, C. Kraaikamp m. fl.
Häftad, 2010
389 kr
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Many current texts in the area are just cookbooks and, as a result, students do not know why they perform the methods they are taught, or why the methods work. The strength of this book is that it readdresses these shortcomings; by using examples, often from real life and using real data, the …
Time Series Analysis and Its Applications
With R Examples
Av Robert H. Shumway, David S. Stoffer
Inbunden, 2025
1534 kr
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This 5th edition of this popular graduate textbook presents a balanced and comprehensive treatment of both time and frequency domain methods with accompanying theory. It includes numerous examples using nontrivial data illustrate solutions to problems such as discovering natural and anthropogenic …
Introduction to Statistical Learning
with Applications in R
Av Gareth James, Daniela Witten m. fl.
Inbunden, 2021
930 kr
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An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. …
Introduction to Time Series and Forecasting
Av Peter J. Brockwell, Richard A. Davis
Inbunden, 2016
989 kr
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This book is aimed at the reader who wishes to gain a working knowledge of time series and forecasting methods as applied to economics, engineering and the natural and social sciences. It assumes knowledge only of basic calculus, matrix algebra and elementary statistics. This third edition contains …
Intermediate Course in Probability
Av Allan Gut
Inbunden, 2009
4,0 utav 5 stjärnor. Totalt antal röster: (4)
1098 kr
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The purpose of this book is to provide the reader with a solid background and understanding of the basic results and methods in probability theory before entering into more advanced courses (in probability and/or statistics). The presentation is fairly thorough and detailed with many solved …
Analyzing Categorical Data
Inbunden, 2003
552 kr
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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 …
Modern Approach to Regression with R
Inbunden, 2009
984 kr
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This book focuses on tools and techniques for building regression models using real-world data and assessing their validity. A key theme throughout the book is that it makes sense to base inferences or conclusions only on valid models. Plots are shown to be an important tool for both building …
Statistics and Finance
An Introduction
Av David Ruppert, David Ruppert
Inbunden, 2004
2188 kr
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This textbook emphasizes the applications of statistics and probability to finance. Students are assumed to have had a prior course in statistics, but no background in finance or economics. The basics of probability and statistics are reviewed and more advanced topics in statistics, such as …
Monte Carlo Statistical Methods
Av Christian Robert, George Casella
Inbunden, 2004
2178 kr
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Monte Carlo statistical methods, particularly those based on Markov chains, are now an essential component of the standard set of techniques used by statisticians. This new edition has been revised towards a coherent and flowing coverage of these simulation techniques, with incorporation of the …
All of Nonparametric Statistics
Inbunden, 2005
1752 kr
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There are many books on various aspects of nonparametric inference such as density estimation, nonparametric regression, bootstrapping, and wavelets methods. But it is hard to ?nd all these topics covered in one place. The goal of this text is to provide readers with a single book where they can …
Measure Theory and Probability Theory
Av Krishna B. Athreya, Soumendra N. Lahiri
Inbunden, 2006
1534 kr
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This book arose out of two graduate courses that the authors have taught duringthepastseveralyears;the?rstonebeingonmeasuretheoryfollowed by the second one on advanced probability theory. The traditional approach to a ?rst course in measure theory, such as in Royden (1988), is to teach the Lebesgue …
Introduction to Bayesian Analysis
Theory and Methods
Av Jayanta K. Ghosh, Mohan Delampady m. fl.
Inbunden, 2006
1861 kr
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Though there are many recent additions to graduate-level introductory books on Bayesian analysis, none has quite our blend of theory, methods, and ap plications. We believe a beginning graduate student taking a Bayesian course or just trying to find out what it means to be a Bayesian ought to have …
Modeling Longitudinal Data
Inbunden, 2005
1297 kr
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Longitudinal data are ubiquitous across Medicine, Public Health, Public Policy, Psychology, Political Science, Biology, Sociology and Education, yet many longitudinal data sets remain improperly analyzed. This book teaches the art and statistical science of modern longitudinal data analysis. The …
All of Statistics
A Concise Course in Statistical Inference
Inbunden, 2003
767 kr
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Taken literally, the title "All of Statistics" is an exaggeration. But in spirit, the title is apt, as the book does cover a much broader range of topics than a typical introductory book on mathematical statistics. This book is for people who want to learn probability and statistics quickly. It is …
Probability Theory
Independence, Interchangeability, Martingales
Av Yuan Shih Chow, Henry Teicher
Häftad, 2003
712 kr
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Now available in paperback. This is a text comprising the major theorems of probability theory and the measure theoretical foundations of the subject. The main topics treated are independence, interchangeability,and martingales; particular emphasis is placed upon stopping times, both as tools in …
Bayesian Choice
From Decision-Theoretic Foundations to Computational Implementation
Häftad, 2007
3,0 utav 5 stjärnor. Totalt antal röster: (1)
1098 kr
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Bayesian statistics is a very active research area with new theoretical results and applications. This book will serve as an introduction to the area.
Time Series Analysis
With Applications in R
Av Jonathan D. Cryer, Kung-Sik Chan
Inbunden, 2008
984 kr
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Time Series Analysis With Applications in R, Second Edition, presents an accessible approach to understanding time series models and their applications. Although the emphasis is on time domain ARIMA models and their analysis, the new edition devotes two chapters to the frequency domain and three to …
Statistical Design
Inbunden, 2008
5,0 utav 5 stjärnor. Totalt antal röster: (1)
1534 kr
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Statistical design is one of the fundamentals of our subject, being at the core of the growth of statistics during the previous century. Design played a key role in agricultural statistics and set down principles of good practic, principles that still apply today. Statistical design is all about …
Asymptotic Theory of Statistics and Probability
Inbunden, 2008
1425 kr
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This book developed out of my year-long course on asymptotic theory at Purdue University. To some extent, the topics coincide with what I cover in that course. There are already a number of well-known books on asy- totics. This book is quite different. It covers more topics in one source than …
Statistical Models and Methods for Financial Markets
Av Tze Leung Lai, Haipeng Xing
Inbunden, 2008
1316 kr
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The idea of writing this bookarosein 2000when the ?rst author wasassigned to teach the required course STATS 240 (Statistical Methods in Finance) in the new M. S. program in ?nancial mathematics at Stanford, which is an interdisciplinary program that aims to provide a master’s-level education in …
Modern Multivariate Statistical Techniques
Regression, Classification, and Manifold Learning
Inbunden, 2008
1425 kr
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Remarkable advances in computation and data storage and the ready availability of huge data sets have been the keys to the growth of the new disciplines of data mining and machine learning, while the enormous success of the Human Genome Project has opened up the field of bioinformatics. These …
Statistical Methods for Quality Assurance
Basics, Measurement, Control, Capability, and Improvement
Av Stephen B. Vardeman, J. Marcus Jobe
Häftad, 2016
1425 kr
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This undergraduate statistical quality assurance textbook clearly shows with real projects, cases and data sets how statistical quality control tools are used in practice. Among the topics covered is a practical evaluation of measurement effectiveness for both continuous and discrete data. Gauge …
First Course in Bayesian Statistical Methods
Inbunden, 2009
879 kr
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* A self-contained introduction to probability, exchangeability and Bayes' rule provides a theoretical understanding of the applied material. * Numerous examples with R-code that can be run "as-is" allow the reader to perform the data analyses themselves. * The development of Monte Carlo and Markov …
Theoretical Statistics
Topics for a Core Course
Inbunden, 2010
2188 kr
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Intended as the text for a sequence of advanced courses, this book covers major topics in theoretical statistics in a concise and rigorous fashion. The discussion assumes a background in advanced calculus, linear algebra, probability, and some analysis and topology. Measure theory is used, but the …
