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Home / Support / Data Science R/S Books

data science, R/s Books

An Introduction to S and S-PLUS
P. Spector
Duxbury Press, Belmont, CA (1994)
ISBN 0-534-19866-X

Modeling Financial Time Series with S-PLUS, 2nd Edition
Eric Zivot and Jiahui Wang
Springer-Verlag, New York, NY (2006)
ISBN 0-387-27965-2

Programming with Data
John M. Chambers
Springer-Verlag, New York, NY (1998)
ISBN 0-387-98503-4

S Programming
W. N. Venables and B. D. Ripley
Springer, New York (2000)
ISBN 0-387-98966-8

S-PLUS Guide for Moore and McCabe's Introduction to the Practice of Statistics, Fifth Edition
Gregory Snow, Laura Chihara, and Tim Hesterberg
W. H. Freeman, N.Y. (2005)

The Basics of S and S-PLUS (4th edition)
Andreas Krause and Melvin Olson
Springer-Verlag, New York (2002)
ISBN 0-387-26109-5

The New S Language

Richard A. Becker, John M. Chambers, and Allan R. Wilks
Wadsworth & Brooks/Cole, Pacific Grove, CA (1988)

Understanding Statistical Concepts Using S-PLUS
R. E. Schumacker and A. Akers
Lawrence Erlbaum Associates, Mahwah, New Jersey (2001)
ISBN 0-8058-3623-3


Data Analysis

A Handbook of Statistical Analyses Using S-PLUS (2nd Edition)
B. Everitt Chapman and Hall, Boca Raton, FL (2001)
ISBN 1-58488-280-8

Algorithms, Routines and S Functions for Robust Statistics

A. Marazzi
Wadsworth and Brooks/Cole, Pacific Grove, CA (1993)

Analyzing Medical Data Using S-PLUS (Statistics for Biology and Health)
B. Everitt and S. Rabe-Hesketh
Springer-Verlag (2001)
ISBN 0-387-98862-9

An introduction to S-PLUS and the Hmisc and Design libraries
C.F. Alzola and F.E. Harrell
Freely available document

An Introduction to S-PLUS for Windows
L. Lam
Candiensten, Amsterdam (2001)
ISBN 90-804652-2-4

An Introduction to the Bootstrap

Bradley Efron and Robert Tibshirani
Chapman and Hall (1994)
ISBN 0-412-04231-2

An R and S-PLUS® Companion to Applied Regression
John Fox
Sage Publications (2002)

An R and S-PLUS® Companion to Multivariate Analysis
Everitt, Brian S.
Springer 2005
ISBN 1-85233-882-2

Applied Smoothing Techniques for Data Analysis:The Kernel Approach with S-PLUS Illustrations
Bowman & Azzalini
Claredon Press (1997)
ISBN 0-19-852396-3

Applied Statistics in the Pharmaceutical Industry with case studies using S-PLUS
Steven Millard and Andreas Krause (eds)
Springer-Verlag New York (2001)
ISBN 0-397-98814-9

Applied Wavelet Analysis with S-PLUS
Andrew Bruce and Hong-Ye Gao
Springer-Verlag, New York, NY (1996)
ISBN 0-387-94714-0

Bootstrap Methods and Permutation Tests
Tim Hesterberg, Shaun Monaghan,
David S. Moore, Ashley Clipson, and Rachel Epstein
W. H. Freeman, (2003)
ISBN 0-7167-5726-5

Bootstrap Methods and Their Application
A.C. Davison and D.V. Hinkley
Cambridge University Press (1997)
ISBN 0-521-57391-2

Environmental Statistics with S-PLUS
Steven P Millard and Naharaj K Neerchal
CRC Press (2000)
ISBN 0-849-37168-6

Generalized Additive Models
T. Hastie and R. Tibshirani
Chapman and Hall (1990)

Introduction to Nonparametric Regression
K. Takezawa
John Wiley & Sons Inc
ISBN: 0471745839

Introduction to Robust Estimation and Hypothesis Testing
R. Wilcox
Academic Press (1997)
ISBN 0-12-751545-3

Modern Applied Biostatistical Methods Using S-PLUS
S. Selvin
Oxford University Press (1998)
ISBN 0-19-512025-6

Modern Applied Statistics with S-PLUS, Fourth Edition
William N. Venables and Brian D. Ripley
Springer, New York, NY (2002)
ISBN 0-387-95457-0

Modeling Survival Data
Terry M Therneau and Patricia M Grambsch
Springer, New York, NY (2000)
ISBN 0-387-98784-3

Mixed-Effects Models in S and S-PLUS
J.C Pinheiro and D.M. Bates
Springer, New York, NY (2000)
ISBN 0-387-98957-9

Regression Modeling Strategies with Applications to Linear Models, Logistic Regression, and Survival Analysis
F.E. Harrell
Springer (2001)
ISBN 0-387-95232-2

Robust Diagnostic Regression Analysis
Anthony Atkinson and Marco Riani
Springer (2000)
ISBN 0-387-95017-6

S Poetry
P Burns
Freely available document.

S+Functional Data Analysis User's Guide
Clarkson, D.; Fraley, C.; Gu, C.; Ramsay, J.
Springer-Verlag, New York, NY
ISBN: 0-387-24969-9

S+SpatialStats User's Manual
S.P. Kaluzny, S.C. Vega, T.P. Cardoso, and A.A. Shelly
Springer-Verlag, New York, NY (1997)

Smoothing Techniques with Implementation in S

W. Haerdle
Springer-Verlag, New York (1991)
ISBN 0-387-97367-2

StatConcepts: A visual tour of statistical ideas
H.J. Newton and J.L.Harvill
Duxbury Press (1997)
ISBN 0-534-26552-9

Stat Labs: Mathematical Statistics through Applications
D. Nolan & T.P. Speed
Springer (2000)
ISBN 0-387-98974-0

Statistical Analysis and Data Display
An Intermediate Course, with examples in S-PLUS, R, and SAS
Series : Springer Texts in Statistics
Heiberger, Richard M., Holland, Burt
2004, 754 p., Hardcover
ISBN: 0-387-40270-5

Statistical Computing: An Introduction to Data Analysis Using S-PLUS
M. Crawley
Wiley (2002)
ISBN 0-471-56040-5

Statistical Methods for Reliability Data
W. Meeker and L. Escobar
John Wiley & Sons, Inc. (1998)
ISBN 0-471-14328-6

Statistical Models in S
John Chambers and Trevor Hastie
Chapman and Hall (1992)
ISBN 0-412-05291-1 (hb)
ISBN 0-412-05301-2 (pb)

Statistical Tools for Nonlinear Regression: A Practical Guide with S-PLUS Examples
S. Huet, A. Bouvier, M.-A. Gruet, and E. Joliet
Springer-Verlag, New York, NY (1996)
ISBN 0-387-94727-2

The Elements of Statistical Learning: Data Mining, Inference and Prediction
T. Hastie, R. Tibshirani and J. Friedman
Springer-Verlag, New York (2001)
ISBN 0-387-95284-5


Finance

Introduction to Modern Portfolio Optimization with NuOpt and S-PLUS
Bernd Scherer & R. Douglas Martin
Springer-Verlag Telos
ISBN: 0-387-21016-4

Portfolio Construction and Risk Budgeting
Bernd Scherer
Risk Books (June 2002)
ISBN: 1-899332-44-8

Quantitative Risk Management: Concepts, Techniques, and Tools
Alexander J. McNeil, Rüdiger Frey, & Paul Embrechts
ISBN: 0-691-12255-5

Statistical Analysis of Financial Data in S-PLUS
Rene Carmona
Springer-Verlag Telos
ISBN: 0-387-20286-2


Graphics

Graphical Methods for Data Analysis
J.M. Chambers, W.S. Cleveland, B. Kleiner, and P.A. Tukey
Duxbury Press, Belmont, CA (1983)

The Elements of Graphing Data
William S. Cleveland
Hobart Press, Summit, NJ (1994)

Visualizing Data
William S. Cleveland
Hobart Press, Summit, NJ (1993)
ISBN 0-9634884-0-6

Creating More Effective Graphs
Naomi B. Robbins
Wiley-Interscience (2004)
ISBN 047127402X