Category Archives: Statistics

Data Analysis and Graphics Using R: An Example-Based Approach (Cambridge Series in Statistical and Probabilistic Mathematics)

Discover what you can do with R! Introducing the R system, covering standard regression methods, then tackling more advanced topics, this book guides users through the practical, powerful tools that the R system provides. The emphasis is on hands-on analysis, … Continue reading

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Conformal Fractals: Ergodic Theory Methods (London Mathematical Society Lecture Note Series)

This is a one-stop introduction to the methods of ergodic theory applied to holomorphic iteration. The authors begin with introductory chapters presenting the necessary tools from ergodic theory thermodynamical formalism, and then focus on recent developments in the field of … Continue reading

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Elements of Adaptive Testing (Statistics for Social and Behavioral Sciences)

The arrival of the computer in educational and psychological testing has led to the current popularity of adaptive testing—a testing format in which the computer uses statistical information about the test items to automatically adapt their selection to a real-time … Continue reading

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Numerical Analysis for Statisticians (Statistics and Computing)

Every advance in computer architecture and software tempts statisticians to tackle numerically harder problems. To do so intelligently requires a good working knowledge of numerical analysis. This book equips students to craft their own software and to understand the advantages … Continue reading

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Applied Probability and Stochastic Processes

This book presents applied probability and stochastic processes in an elementary but mathematically precise manner, with numerous examples and exercises to illustrate the range of engineering and science applications of the concepts. The book is designed to give the reader … Continue reading

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Logistic Regression: A Self-Learning Text (Statistics for Biology and Health)

This very popular textbook is now in its third edition. Whether students or working professionals, readers appreciate its unique “lecture book” format. They often say the book reads like they are listening to an outstanding lecturer. This edition includes three … Continue reading

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Introduction to Time Series Modeling (Chapman & Hall/CRC Monographs on Statistics & Applied Probability)

In time series modeling, the behavior of a certain phenomenon is expressed in relation to the past values of itself and other covariates. Since many important phenomena in statistical analysis are actually time series and the identification of conditional distribution … Continue reading

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Mathematical Analysis of Problems in the Natural Sciences

Based on a two-semester course aimed at illustrating various interactions of “pure mathematics” with other sciences, such as hydrodynamics, thermodynamics, statistical physics and information theory, this text unifies three general topics of analysis and physics, which are as follows: the … Continue reading

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Applied Linear Models with SAS

This textbook for a second course in basic statistics for undergraduates or first-year graduate students introduces linear regression models and describes other linear models including Poisson regression, logistic regression, proportional hazards regression, and nonparametric regression. Numerous examples drawn from the … Continue reading

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Random Fields: Analysis and Synthesis

Random variation is a fact of life that provides substance to a wide range of problems in the sciences, engineering, and economics. There is a growing need in diverse disciplines to model complex patterns of variation and interdependence using random … Continue reading

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