Statistics Books - My Library
 
 







  
Introduction to Probability Models, Eighth Edition34 reviews
Sheldon M. Ross

Academic Press, 2002

New To This Edition Are Five New Sections

+ one of the best introduction to probability and stochastic processes

".....NEW TO THIS EDITION ARE FIVE NEW SECTIONS, and numerous new examples and exercises, many of which focus on strategies applicable in risk industries such as insurance or acturial work....." "Other Academic Press books by Sheldon Ross: Simulation 3/e, ISBN 0 12 598053 1. Probability Models ...
  
  











  



  
Categorical Data Analysis (Wiley Series in Probability and Statistics)7 reviews
Alan Agresti

Wiley-Interscience, 2002

the masterpiece by the master

+ The source to understand categorical data and more
+ Dense and comprehensive
+ The one to have
  
  











  



  
Stochastic Processes11 reviews
Sheldon M. Ross

Wiley, 1995

A concise and intuitive introduction to stochastic modeling

+ Not for beginners and not enough worked exercises!
+ A solid introduction to stochastic processes
+ Good
  
  











  



  
A Probability Path9 reviews
Sidney Resnick

Birkhäuser Boston, 1999

some more details

+ excellent book
+ A MUST-HAVE!!!
+ Measure-theoretic probability for everybody
  
  











  



  
An Introduction to Multivariate Statistical Analysis (Wiley Series in Probability and Statistics)4 reviews
T. W. Anderson

Wiley-Interscience, 2003

classic text from 1958 revised

+ good book on multivariate analysis and pca
+ second edition of classic multivariate text
+ Accessible. Comprehensive. Delicious.
  
  











  



  
Time Series: Theory and Methods (Springer Series in Statistics)4 reviews
Peter J. Brockwell, Richard A. Davis

Springer, 1998

Great book

+ Time Series: Theory and Methods
+ Rigorous, difficult, but feasible
+ excellent and rigorous treatment of time series methods
  
  











  



  
The Analysis of Variance1 review
Henry Scheffé

Wiley-Interscience, 1999

The Analysis of Variance

This is an elegant and well-written classic. Scheffe's proofs are clear and straightforward, without being too terse. His use of orthogonal bases for vector spaces makes proofs of independence and derivations of distributions easy to understand. _The Analysis of Variance_ has definitely stood ...
  
  











  



  
Probability and Measure, 3rd Edition11 reviews
Patrick Billingsley

Wiley-Interscience, 1995

An exceptionally good book

+ Solid and Elementary
+ Excellent.... Just beautiful...
+ The book on probability
  
  











  



  
Theory of Multivariate Statistics (Springer Texts in Statistics)
Martin Bilodeau, David Brenner

Springer, 1999

Our object in writing this book is to present the main results of the modern theory of multivariate statistics to an audience of advanced students who would appreciate a concise and mathematically rigorous treatment of that material. It is intended for use as a textbook by students taking a first graduate course in the subject, as well as for the general reference of interested research workers ...
  
  











  



  
Hierarchical Modeling and Analysis for Spatial Data (Monographs on Statistics and Applied Probability)1 review
Sudipto Banerjee, Bradley. P. Carlin, ...

Chapman & Hall/CRC, 2003

A key text on Bayesian spatial statistics

I've bought several spatial statistics books over the years and found they generally fall into one of two categories; oversimplified or cover-to-cover matrix notation, neither of which is very useful for my research. However, this book is "just right," bridging these two extremes. It briefly ...
  
  











  



  
Statistical Inference34 reviews
George Casella, Roger L. Berger

Duxbury Press, 2001

Great textbook.

+ Good Introduction to Probability Theory, Mathematical Statistics and Estimation
+ GOOOOOOOD

This is a fantastic book. It is very well written and is a pleasure to read. The problems at the end of each chapter are extensive and help get a very good understanding of the material. This was the required text for a quarter based graduate level course on Statistical Inference. We had an ...
  
  











  



  
Introduction to Mathematical Statistics37 reviews
Robert V. Hogg, Allen Craig, ...

Prentice Hall, 2004

Excellent Introduction to Mathematical Statistics

+ Excellent Introduction to Mathematical Statistics
+ Excellent Introduction to Mathematical Statistics
+ Excellent Introduction to Mathematical Statistics
  
  











  



  
All of Statistics: A Concise Course in Statistical Inference (Springer Texts in Statistics)8 reviews
Larry Wasserman

Springer, 2004

all of statistics in just this little book?

+ Excellent at times, but only a summary or introduction: far from thorough
+ Great for a quick summary of the basics
+ Extremely Good Book
  
  











  



  
Practical Nonparametric Statistics, 3rd Edition9 reviews
W. J. Conover

Wiley, 1999

excellent update

+ Practical indeed!
+ Clear and practical
+ Some excellent features and some glaring omissions
  
  











  



  
Understanding Robust and Exploratory Data Analysis

Wiley-Interscience, 2000

The Wiley Classics Library consists of selected books that have become recognized classics in their respective fields. With these new unabridged and inexpensiveeditions, Wiley hopes to extend the life of these important works by making themavailable to future generations of mathematicians and scientists. Currently available in the Series: T.W. Anderson The Statistical Analysis ...
  
  











  



  
Measure, Integral and Probability13 reviews
Marek Capinski, Peter E. Kopp

Springer, 2007

Very good introduction to measure theory

+ Great For Self Study
+ Excellent Book
+ good book
  
  











  



  
Real Analysis and Probability9 reviews
R. M. Dudley

Cambridge University Press, 2002

A classic text in theoretical probability

+ masterpiece
+ A classic

First of all I should say that this book was written for those interested in the foudations of probability theory (the same is also true for Prof. Kallenberg's book). Therefore beginners learning real analysis and probability for the first time and those looking for applications should look ...
  
  











  



  
Applied Linear Statistical Models8 reviews
Michael Kutner, Christopher Nachtsheim, ...

McGraw-Hill/Irwin, 2004

Outstanding Non-Theoretic Linear Models Book, HUGE

+ Excellent
+ Only stats book I've read cover to cover
+ The Best Text
+ Emminetly Readable
  
  











  



  
Time Series: Theory and Methods (Springer Series in Statistics)4 reviews
Peter J. Brockwell, Richard A. Davis

Springer, 1998

Great book

+ Time Series: Theory and Methods
+ Rigorous, difficult, but feasible
+ excellent and rigorous treatment of time series methods
  
  











  



  
All of Statistics: A Concise Course in Statistical Inference (Springer Texts in Statistics)8 reviews
Larry Wasserman

Springer, 2004

all of statistics in just this little book?

+ Excellent at times, but only a summary or introduction: far from thorough
+ Great for a quick summary of the basics
+ Extremely Good Book
  
  











  






   



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Outstanding Non-Theoretic Linear Models Book, HUGE


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