Institute of Mathematical Statistics Textbooks – serie
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28 produkter
Statistical Modelling by Exponential Families
Häftad, 2019
667 kr
Lägg i varukorg
This book is a readable, digestible introduction to exponential families, encompassing statistical models based on the most useful distributions in statistical theory, including the normal, gamma, binomial, Poisson, and negative binomial. Strongly motivated by applications, it presents the …
Stochastic Networks
Av Frank Kelly, Elena Yudovina
Inbunden, 2014
1163 kr
Lägg i varukorg
Communication networks underpin our modern world, and provide fascinating and challenging examples of large-scale stochastic systems. Randomness arises in communication systems at many levels: for example, the initiation and termination times of calls in a telephone network, or the statistical …
Introduction to Malliavin Calculus
Av David Nualart, Eulalia Nualart
Inbunden, 2018
1970 kr
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This textbook offers a compact introductory course on Malliavin calculus, an active and powerful area of research. It covers recent applications, including density formulas, regularity of probability laws, central and non-central limit theorems for Gaussian functionals, convergence of densities and …
Core Statistics
Inbunden, 2015
1465 kr
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Based on a starter course for beginning graduate students, Core Statistics provides concise coverage of the fundamentals of inference for parametric statistical models, including both theory and practical numerical computation. The book considers both frequentist maximum likelihood and Bayesian …
The Surprising Mathematics of Longest Increasing Subsequences
Av Dan Romik
Inbunden, 2015
1382 kr
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In a surprising sequence of developments, the longest increasing subsequence problem, originally mentioned as merely a curious example in a 1961 paper, has proven to have deep connections to many seemingly unrelated branches of mathematics, such as random permutations, random matrices, Young …
Noise Sensitivity of Boolean Functions and Percolation
Av Christophe Garban, Jeffrey E. Steif
Inbunden, 2014
1631 kr
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This is a graduate-level introduction to the theory of Boolean functions, an exciting area lying on the border of probability theory, discrete mathematics, analysis, and theoretical computer science. Certain functions are highly sensitive to noise; this can be seen via Fourier analysis on the …
Lectures on the Poisson Process
Av Günter Last, Mathew Penrose
Inbunden, 2017
1384 kr
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The Poisson process, a core object in modern probability, enjoys a richer theory than is sometimes appreciated. This volume develops the theory in the setting of a general abstract measure space, establishing basic results and properties as well as certain advanced topics in the stochastic analysis …
Core Statistics
Häftad, 2015
653 kr
Lägg i varukorg
Based on a starter course for beginning graduate students, Core Statistics provides concise coverage of the fundamentals of inference for parametric statistical models, including both theory and practical numerical computation. The book considers both frequentist maximum likelihood and Bayesian …
The Surprising Mathematics of Longest Increasing Subsequences
Av Dan Romik
Häftad, 2015
764 kr
Lägg i varukorg
In a surprising sequence of developments, the longest increasing subsequence problem, originally mentioned as merely a curious example in a 1961 paper, has proven to have deep connections to many seemingly unrelated branches of mathematics, such as random permutations, random matrices, Young …
Noise Sensitivity of Boolean Functions and Percolation
Av Christophe Garban, Jeffrey E. Steif
Häftad, 2014
667 kr
Lägg i varukorg
This is a graduate-level introduction to the theory of Boolean functions, an exciting area lying on the border of probability theory, discrete mathematics, analysis, and theoretical computer science. Certain functions are highly sensitive to noise; this can be seen via Fourier analysis on the …
Lectures on the Poisson Process
Av Günter Last, Mathew Penrose
Häftad, 2017
557 kr
Lägg i varukorg
The Poisson process, a core object in modern probability, enjoys a richer theory than is sometimes appreciated. This volume develops the theory in the setting of a general abstract measure space, establishing basic results and properties as well as certain advanced topics in the stochastic analysis …
Introduction to Malliavin Calculus
Av David Nualart, Eulalia Nualart
Häftad, 2018
667 kr
Lägg i varukorg
This textbook offers a compact introductory course on Malliavin calculus, an active and powerful area of research. It covers recent applications, including density formulas, regularity of probability laws, central and non-central limit theorems for Gaussian functionals, convergence of densities and …
Stochastic Networks
Av Frank Kelly, Elena Yudovina
Häftad, 2014
653 kr
Lägg i varukorg
Communication networks underpin our modern world, and provide fascinating and challenging examples of large-scale stochastic systems. Randomness arises in communication systems at many levels: for example, the initiation and termination times of calls in a telephone network, or the statistical …
Scheduling and Control of Queueing Networks
Av Gideon Weiss
Häftad, 2021
748 kr
Lägg i varukorg
Applications of queueing network models have multiplied in the last generation, including scheduling of large manufacturing systems, control of patient flow in health systems, load balancing in cloud computing, and matching in ride sharing. These problems are too large and complex for exact …
Scheduling and Control of Queueing Networks
Av Gideon Weiss
Inbunden, 2021
1928 kr
Lägg i varukorg
Applications of queueing network models have multiplied in the last generation, including scheduling of large manufacturing systems, control of patient flow in health systems, load balancing in cloud computing, and matching in ride sharing. These problems are too large and complex for exact …
Probability on Graphs
Random Processes on Graphs and Lattices
Häftad, 2018
667 kr
Lägg i varukorg
This introduction to some of the principal models in the theory of disordered systems leads the reader through the basics, to the very edge of contemporary research, with the minimum of technical fuss. Topics covered include random walk, percolation, self-avoiding walk, interacting particle …
Two-Dimensional Random Walk
From Path Counting to Random Interlacements
Häftad, 2021
653 kr
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The main subject of this introductory book is simple random walk on the integer lattice, with special attention to the two-dimensional case. This fascinating mathematical object is the point of departure for an intuitive and richly illustrated tour of related topics at the active edge of research. …
Two-Dimensional Random Walk
From Path Counting to Random Interlacements
Inbunden, 2021
1970 kr
Lägg i varukorg
The main subject of this introductory book is simple random walk on the integer lattice, with special attention to the two-dimensional case. This fascinating mathematical object is the point of departure for an intuitive and richly illustrated tour of related topics at the active edge of research. …
Statistical Modelling by Exponential Families
Inbunden, 2019
1970 kr
Lägg i varukorg
This book is a readable, digestible introduction to exponential families, encompassing statistical models based on the most useful distributions in statistical theory, including the normal, gamma, binomial, Poisson, and negative binomial. Strongly motivated by applications, it presents the …
Computational Bayesian Statistics
An Introduction
Av M. Antónia Amaral Turkman, Carlos Daniel Paulino m. fl.
Inbunden, 2019
1970 kr
Lägg i varukorg
Meaningful use of advanced Bayesian methods requires a good understanding of the fundamentals. This engaging book explains the ideas that underpin the construction and analysis of Bayesian models, with particular focus on computational methods and schemes. The unique features of the text are the …
Exponential Families in Theory and Practice
Inbunden, 2022
1432 kr
Lägg i varukorg
During the past half-century, exponential families have attained a position at the center of parametric statistical inference. Theoretical advances have been matched, and more than matched, in the world of applications, where logistic regression by itself has become the go-to methodology in medical …
Principles of Statistical Analysis
Learning from Randomized Experiments
Inbunden, 2022
1432 kr
Lägg i varukorg
This compact course is written for the mathematically literate reader who wants to learn to analyze data in a principled fashion. The language of mathematics enables clear exposition that can go quite deep, quite quickly, and naturally supports an axiomatic and inductive approach to data analysis. …
Computational Bayesian Statistics
An Introduction
Av M. Antónia Amaral Turkman, Carlos Daniel Paulino m. fl.
Häftad, 2019
667 kr
Lägg i varukorg
Meaningful use of advanced Bayesian methods requires a good understanding of the fundamentals. This engaging book explains the ideas that underpin the construction and analysis of Bayesian models, with particular focus on computational methods and schemes. The unique features of the text are the …
Exponential Families in Theory and Practice
Häftad, 2022
553 kr
Lägg i varukorg
During the past half-century, exponential families have attained a position at the center of parametric statistical inference. Theoretical advances have been matched, and more than matched, in the world of applications, where logistic regression by itself has become the go-to methodology in medical …
Principles of Statistical Analysis
Learning from Randomized Experiments
Häftad, 2022
553 kr
Lägg i varukorg
This compact course is written for the mathematically literate reader who wants to learn to analyze data in a principled fashion. The language of mathematics enables clear exposition that can go quite deep, quite quickly, and naturally supports an axiomatic and inductive approach to data analysis. …
Bayesian Filtering and Smoothing
Av Simo Särkkä, Lennart Svensson
Häftad, 2023
693 kr
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Now in its second edition, this accessible text presents a unified Bayesian treatment of state-of-the-art filtering, smoothing, and parameter estimation algorithms for non-linear state space models. The book focuses on discrete-time state space models and carefully introduces fundamental aspects …
Applied Stochastic Differential Equations
Av Simo Särkkä, Arno Solin
Inbunden, 2019
1970 kr
Lägg i varukorg
Stochastic differential equations are differential equations whose solutions are stochastic processes. They exhibit appealing mathematical properties that are useful in modeling uncertainties and noisy phenomena in many disciplines. This book is motivated by applications of stochastic differential …
Applied Stochastic Differential Equations
Av Simo Särkkä, Arno Solin
Häftad, 2019
667 kr
Lägg i varukorg
Stochastic differential equations are differential equations whose solutions are stochastic processes. They exhibit appealing mathematical properties that are useful in modeling uncertainties and noisy phenomena in many disciplines. This book is motivated by applications of stochastic differential …
