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Statistics and Computing

Statistics and Computing
42 Volumes | 1993 - 2019

Description

Statistics and Computing (SC) includes monographs and advanced texts on statistical computing and statistical packages.

All books of the series Statistics and Computing

2004 | Book

Automatic Nonuniform Random Variate Generation

Non-uniform random variate generation is an established research area in the intersection of mathematics, statistics and computer science. Although random variate generation with popular standard distributions have become part of every course on …

2003 | Book

Random Number Generation and Monte Carlo Methods

Monte Carlo simulation has become one of the most important tools in all fields of science. Simulation methodology relies on a good source of numbers that appear to be random. These "pseudorandom" numbers must pass statistical tests just as random …

2002 | Book

Elements of Computational Statistics

In recent years developments in statistics have to a great extent gone hand in hand with developments in computing. Indeed, many of the recent advances in statistics have been dependent on advances in computer science and techn- ogy. Many of the …

2002 | Book

Introductory Statistics with R

R is an Open Source implementation of the well-known S language. It works on multiple computing platforms and can be freely downloaded. R is thus ideally suited for teaching at many levels as well as for practical data analysis and methodological …

2002 | Book

Modern Applied Statistics with S

S is a powerful environment for the statistical and graphical analysis of data. It provides the tools to implement many statistical ideas that have been made possible by the widespread availability of workstations having good graphics and …

2002 | Book

The Basics of S-(scPlus)

2000 | Book

Mixed-Effects Models in S and S-PLUS

2000 | Book

S Programming

S is a high-level language for manipulating, analysing and displaying

data. It forms the basis of two highly acclaimed and widely used data

analysis software systems, the commercial S-PLUS® and the Open

Source R. This book provides an in-depth …

2000 | Book

The Basics of S and S-Plus

S-PLUS is a powerful tool for interactive data analysis, the creation of graphs, and the implementation of customized routines. Originating as the S language of AT&T Bell Laboratories, its modern language and flexibility make it appealing to data …

1999 | Book

Numerical Analysis for Statisticians

This book, like many books, was born in frustration. When in the fall of 1994 I set out to teach a second course in computational statistics to d- toral students at the University of Michigan, none of the existing texts seemed exactly right. On …

1999 | Book

Local Regression and Likelihood

Separation of signal from noise is the most fundamental problem in data analysis, and arises in many fields, for example, signal processing, econometrics, acturial science, and geostatistics. This book introduces the local regression method in …

1999 | Book

The Grammar of Graphics

Before writing the graphics for SYSTAT in the 1980's, I began by teaching a seminar in statistical graphics and collecting as many different quantitative graphics as I could find. I was determined to produce a package that could draw every …

1999 | Book

Modern Applied Statistics with S-PLUS

S-PLUS is a powerful environment for the statistical and graphical analysis of data. It provides the tools to implement many statistical ideas that have been made possible by the widespread availability of workstations having good graphics and …

1998 | Book

Numerical Linear Algebra for Applications in Statistics

Numerical linear algebra is one of the most important subjects in the field of statistical computing. Statistical methods in many areas of application require computations with vectors and matrices. This book describes accurate and efficient …

1998 | Book

Random Number Generation and Monte Carlo Methods

The role of Monte Carlo methods and simulation in all of the sciences has in­ creased in importance during the past several years. These methods are at the heart of the rapidly developing subdisciplines of computational physics, compu­ tational …

1997 | Book

Modern Applied Statistics with S-PLUS

S-PLUS is a powerful environment for the statistical and graphical analysis of data. It provides the tools to implement many statistical ideas which have been made possible by the widespread availability of workstations having good graphics and …

1997 | Book

The Basics of S and S-Plus

S-PLUS is a powerful tool for interactive data analysis, creating graphs, and implementing customized routines. Originating as the S language of AT&T Bell Laboratories, its modern language and flexibility make it appealing to data analysts from …

1996 | Book

Numerical Bayesian Methods Applied to Signal Processing

This book is concerned with the processing of signals that have been sam­ pled and digitized. The fundamental theory behind Digital Signal Process­ ing has been in existence for decades and has extensive applications to the fields of speech and …

1996 | Book

Variowin

Software for Spatial Statistics. Analysis in 2D

1.1 Overview V ARIOWIN 2.2 is a collection of four Windows™ programs - Prevar2D, Vari02D with PCF, Model, and Grid Display - that are used for spatial data analysis and variogram modeling of irregularly spaced data in two dimensions. Prevar2D …

1995 | Book

XploRe: An Interactive Statistical Computing Environment

This book describes an interactive statistical computing environment called 1 XploRe. As the name suggests, support for exploratory statistical analysis is given by a variety of computational tools. XploRe is a matrix-oriented statistical language …