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Information and Exponential Families in Statistical Theory

, plausibility functions, ancillarity, and sufficiency, and on exponential families of probability distributions.;

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Statistical Theory and Inference

to illustrate the theory with many examples of exponential families, maximum likelihood estimators and uniformly minimum variance unbiased;

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Geometrical Foundations of Asymptotic Inference

: Basic properties of curved exponential families Elements of second-order, asymptotic theory The Fisher-Efron-Amari theory of information loss;

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Statistical Modelling by Exponential Families

This book is a readable, digestible introduction to exponential families, encompassing statistical models based on the most useful;

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Statistical Modelling by Exponential Families

This book is a readable, digestible introduction to exponential families, encompassing statistical models based on the most useful;

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Information Theory and Statistics

Information Theory and Statistics is concerned with applications of information theory concepts in statistics, in the finite alphabet;

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The Exponential Distribution

The exponential distribution is one of the most significant and widely used distribution in statistical practice. It possesses several;

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Exponential Distribution

The exponential distribution is one of the most significant and widely used distribution in statistical practice. It possesses several;

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Introductory Statistical Inference

This gracefully organized text reveals the rigorous theory of probability and statistical inference in the style of a tutorial, using;

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Introductory Statistical Inference

This gracefully organized text reveals the rigorous theory of probability and statistical inference in the style of a tutorial, using;

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Continuous Multivariate Distributions

critical statistical area. It covers all significant advances that have occurred in the field over the past quarter century in the theory;

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Exponential Sums and Differential Equations. (AM-124), Volume 124

parameter families of exponential sums over finite fields. After reviewing some results from representation theory, the book discusses results about;

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Statistical Estimation for Truncated Exponential Families

focuses on a truncated exponential family of distributions with a natural parameter and truncation parameter as a typical nonregular family. This;

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Probability and Statistical Inference

of probability and statistical inference in the style of a tutorial, using worked examples, exercises, numerous figures and tables, and computer;

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Probability and Statistical Inference

of probability and statistical inference in the style of a tutorial, using worked examples, exercises, numerous figures and tables, and computer;

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The Minimum Description Length Principle

universal coding. Part IV provides a comprehensive overview of the statistical theory of exponential families with an emphasis on their information;

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Exact Statistical Methods for Data Analysis

This book covers some recent developments in statistical inference. The author's main aim is to develop a theory of generalized p-values;

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Handbook of Exponential and Related Distributions for Engineers and Scientists

introductory texts for alternative distributions, the Handbook of Exponential and Related Distributions for Engineers and Scientists provides a concise;

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Continuous Exponential Martingales and BMO

In three chapters on Exponential Martingales, BMO-martingales, and Exponential of BMO, this book explains in detail the beautiful;

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Multivariate Statistics

The book aims to present a wide range of the newest results on multivariate statistical models, distribution theory and applications;

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Environmental Statistics and Data Analysis

monitoring, data analysis, research, environmental field surveys, and environmental decision making. It communicates basic statistical theory with;

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Statistical Thermodynamics

The book presents a clear and unique approach to statistical thermodynamics based on Shannon's measure of information, and provides;

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Algebraic And Geometric Methods In Statistics

, demonstrating how they can be used in design of experiments and how they benefit our understanding of statistical models, in particular, exponential;

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Statistical Thermodynamics: With Applications To The Life Sciences

The book presents a clear and unique approach to statistical thermodynamics based on Shannon's measure of information, and provides;

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Exponential Diophantine Equations

This is a integrated presentation of the theory of exponential diophantine equations. The authors present, in a clear and unified fashion;

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Lectures On Quantum Computing, Thermodynamics And Statistical Physics

University in March 2012. Quantum information theory has a deep connection with statistical physics and thermodynamics. This volume introduces some;

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Multirate Statistical Signal Processing

Multirate Statistical Signal Processing introduces a statistical theory for extracting information from related signals with different;

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