Cambridge Series in Statistical and Probabilistic Mathematics by A.C. Davison

51 primary works • 51 total works
This series of high quality upper-division textbooks and expository monographs covers all areas of stochastic applicable mathematics. The topics range from pure and applied statistics to probability theory, operations research, mathematical programming, and optimisation. The books contain clear presentations of new developments in the field and als…

Book 1

Bootstrap Methods and their Application
4.25
· 8 Ratings · published 1997 · 11 editions
This book gives a broad and up-to-date coverage of…
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Book 2

Markov Chains
3.37
· 30 Ratings · 2 Reviews · published 1997 · 7 editions
Markov chains are central to the understanding of …
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Book 3

Asymptotic Statistics
4.62
· 34 Ratings · 3 Reviews · published 1998 · 7 editions
This book is an introduction to the field of asymp…
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Book 4

Wavelet Methods for Time Series Analysis
4.50
· 12 Ratings · 1 Reviews · published 2000 · 7 editions
The analysis of time series data is essential to m…
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Book 5

Bayesian Methods: An Analysis for Statisticians and Interdisciplinary Researchers
This exposition of the Bayesian approach to statis…
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Book 6

Empirical Processes in M-Estimation
4.67
· 9 Ratings · 1 Reviews · published 2000 · 5 editions
The theory of empirical processes provides valuabl…
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Book 7

Numerical Methods of Statistics
4.00
· 4 Ratings · published 2001 · 16 editions
This book explains how computer software is design…
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Book 8

A User's Guide to Measure Theoretic Probability
Rigorous probabilistic arguments, built on the fou…
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Book 9

The Estimation and Tracking of Frequency
Many electronic and acoustic signals can be modele…
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Book 10

Data Analysis and Graphics Using R: An Example-based Approach
Join the revolution ignited by the ground-breaking…
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Book 11

Statistical Models
4.22
· 9 Ratings · published 2003 · 12 editions
Models and likelihood are the backbone of modern s…
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Book 12

Semiparametric Regression
4.20
· 10 Ratings · published 1999 · 9 editions
Science abounds with problems where the data are n…
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Book 13

Exercises in Probability: A Guided Tour from Measure Theory to Random Processes, via Conditioning
Probability theory has recently become more import…
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Book 14

Statistical Analysis of Stochastic Processes in Time
3.67
· 3 Ratings · 1 Reviews · published 2004 · 14 editions
This introduction to ways of modelling a wide vari…
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Book 15

Measure Theory and Filtering: Introduction and Applications
Aimed primarily at those outside of the field of s…
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Book 16

Essentials of Statistical Inference
4.08
· 12 Ratings · 1 Reviews · published 2005 · 16 editions
This textbook presents the concepts and results un…
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Book 17

Elements of Distribution Theory
3.50
· 2 Ratings · published 2005 · 11 editions
This detailed introduction to distribution theory …
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Book 18

Statistical Mechanics of Disordered Systems: A Mathematical Perspective
This self-contained book is a graduate-level intro…
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Book 19

The Coordinate-Free Approach to Linear Models
This book is about the coordinate-free, or geometr…
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Book 20

Random Graph Dynamics
3.00
· 3 Ratings · published 2006 · 8 editions
The theory of random graphs began in the late 1950…
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Book 21

Networks: Optimisation and Evolution
4.00
· 2 Ratings · published 2007 · 11 editions
Point-to-point vs hub-and-spoke. Questions of netw…
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Book 22

Saddlepoint Approximations with Applications
Modern statistical methods use complex, sophistica…
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Book 23

Applied Asymptotics: Case Studies in Small-Sample Statistics
In fields such as biology, medical sciences, socio…
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Book 24

Random Networks for Communication: From Statistical Physics to Information Systems
When is a random network (almost) connected? How m…
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Book 25

Design of Comparative Experiments
4.25
· 4 Ratings · published 2008 · 8 editions
Design of Comparative Experiments develops a coher…
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Book 26

Symmetry Studies An Introduction to the Analysis of Structured Data in Applications
Experimental data can often be associated with or …
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Book 27

Model Selection and Model Averaging
4.20
· 5 Ratings · 1 Reviews · published 2008 · 7 editions
Choosing a model is central to all statistical wor…
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Book 28

Bayesian Nonparametrics
4.17
· 6 Ratings · 2 Reviews · published 2010 · 7 editions
Bayesian nonparametrics works - theoretically, com…
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Book 29

From Finite Sample to Asymptotic Methods in Statistics
Exact statistical inference may be employed in div…
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Book 30

Brownian Motion
4.00
· 4 Ratings · published 2010 · 7 editions
This eagerly awaited textbook covers everything th…
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Book 31

Probability: Theory and Examples
3.97
· 37 Ratings · 3 Reviews · published 2010 · 6 editions
This book is an introduction to probability theory…
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Book 32

Analysis of Multivariate and High-Dimensional Data
“Big data” poses challenges that require both clas…
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Book 33

Stochastic Processes
4.00
· 1 Ratings · published 2011 · 7 editions
This comprehensive guide to stochastic processes g…
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Book 34

Regression for Categorical Data
2.50
· 2 Ratings · published 2011 · 6 editions
This book introduces basic and advanced concepts o…
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Book 35

Exercises in Probability: A Guided Tour from Measure Theory to Random Processes, via Conditioning
Derived from extensive teaching experience in Pari…
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Book 36

Statistical Principles for the Design of Experiments: Applications to Real Experiments
This book is about the statistical principles behi…
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Book 37

Quantum Stochastics
3.50
· 2 Ratings · published 2015 · 1 edition
The classical probability theory initiated by Kolm…
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Book 38

Nonparametric Estimation under Shape Constraints: Estimators, Algorithms and Asymptotics
This book treats the latest developments in the th…
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Book 39

Large Sample Covariance Matrices and High-Dimensional Data Analysis
High-dimensional data appear in many fields, and t…
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Book 40

Mathematical Foundations of Infinite-Dimensional Statistical Models
In nonparametric and high-dimensional statistical …
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Book 41

Confidence, Likelihood, Probability: Statistical Inference with Confidence Distributions
This lively book lays out a methodology of confide…
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Book 42

Probability on Trees and Networks
Starting around the late 1950s, several research c…
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Book 43

Random Graphs and Complex Networks
This rigorous introduction to network science pres…
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Book 44

Fundamentals of Nonparametric Bayesian Inference
Explosive growth in computing power has made Bayes…
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Book 45

Long-Range Dependence and Self-Similarity
This modern and comprehensive guide to long-range …
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Book 46

Predictive Statistics: Analysis and Inference beyond Models
All scientific disciplines prize predictive succes…
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Book 47

High-Dimensional Probability: An Introduction with Applications in Data Science
High-dimensional probability offers insight into t…
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Book 48

High-Dimensional Statistics: A Non-Asymptotic Viewpoint
Recent years have witnessed an explosion in the vo…
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Book 49

Probability
4.40
· 5 Ratings · 3 editions
This lively introduction to measure-theoretic prob…
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Book 50

Model-Based Clustering and Classification for Data Science: With Applications in R
Cluster analysis finds groups in data automaticall…
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Book 51

Spectral Analysis for Univariate Time Series
Spectral analysis is widely used to interpret time…
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