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 |
