Linear models with R.pdf

CHAPMAN & HALL/CRC

Texts in Statistical Science Series

Series Editors

Chris Chatfield, University of Bath, UK

Martin Tanner, Northwestern University, USA

Jim Zidek, University of British Columbia, Canada

Analysis of Failure and Survival Data

Peter J.Smith

The Analysis and Interpretation of Multivariate Data for Social Scientists

David J.Bartholomew, Fiona Steele, Irini Moustaki, and Jane Galbraith

The Analysis of Time Series—An Introduction, Sixth Edition

Chris Chatfield

Applied Bayesian Forecasting and Time Series Analysis

A.Pole, M.West and J.Harrison

Applied Nonparametric Statistical Methods, Third Edition

P.Sprent and N.C.Smeeton

Applied Statistics—Handbook of GENSTAT Analysis

E.J.Snell and H.Simpson

Applied Statistics—Principles and Examples

D.R.Cox and E.J.Snell

Bayes and Empirical Bayes Methods for Data Analysis, Second Edition

Bradley P.Carlin and Thomas A.Louis

Bayesian Data Analysis, Second Edition

Andrew Gelman, John B.Carlin, Hal S.Stern, and Donald B.Rubin

Beyond ANOVA—Basics of Applied Statistics

R.G.Miller, Jr.

Computer - Aided Multivariate Analysis, Third Edition

A.A.Afifi and V.A.Clark

A Course in Categorical Data Analysis

T.Leonard

A Course in Large Sample Theory

T.S.Ferguson

Data Driven Statistical Methods

P.Sprent

Decision Analysis—A Bayesian Approach

J.Q.Smith

Elementary Applications of Probability Theory, Second Edition

H.C.Tuckwell

Elements of Simulation

B.J.T.Morgan

Epidemiology—Study Design and Data Analysis

M.Woodward

Essential Statistics, Fourth Edition

D.A.G.Rees

A First Course in Linear Model Theory

Nalini Ravishanker and Dipak K.Dey

Interpreting Data—A First Course in Statistics

A.J.B.Anderson

An Introduction to Generalized Linear Models, Second Edition

A.J.Dobson

Introduction to Multivariate Analysis

C.Chatfield and A.J.Collins

Introduction to Optimization Methods and their Applications in Statistics

B.S.Everitt

Large Sample Methods in Statistics

P.K.Sen and J.da Motta Singer

Markov Chain Monte Carlo—Stochastic Simulation for Bayesian Inference

D.Gamerman

Mathematical Statistics

K.Knight

Modeling and Analysis of Stochastic Systems

V.Kulkarni

Modelling Binary Data, Second Edition

D.Collett

Modelling Survival Data in Medical Research, Second Edition

D.Collett

Multivariate Analysis of Variance andRepeated Measures—A Practical Approach

for Behavioural Scientists

D.J.Hand and C.C.Taylor

Multivariate Statistics—A Practical Approach

B.Flury and H.Riedwyl

Practical Data Analysis for Designed Experiments

B.S.Yandell

Practical Longitudinal Data Analysis

D.J.Hand and M.Crowder

Practical Statistics for Medical Research

D.G.Altman

Probability—Methods and Measurement

A.O’Hagan

Problem Solving—A Statistician’s Guide, Second Edition

C.Chatfield

Randomization, Bootstrap and Monte Carlo Methods in Biology, Second Edition

B.F.J.Manly

Readings in Decision Analysis

S.French

Sampling Methodologies with Applications

Poduri S.R.S.Rao

Statistical Analysis of Reliability Data

M.J.Crowder, A.C.Kimber, T.J.Sweeting, and R.L.Smith

Statistical Methods for SPC and TQM

D.Bissell

Statistical Methods in Agriculture and Experimental Biology, Second Edition

R.Mead, R.N.Curnow, and A.M.Hasted

Statistical Process Control—Theory and Practice, Third Edition

G.B.Wetherill and D.W.Brown

Statistical Theory, Fourth Edition

B.W.Lindgren

Statistics for Accountants

S.Letchford

Statistics for Epidemiology

Nicholas P.Jewell

Statistics for Technology—A Course in Applied Statistics, Third Edition

C.Chatfield

Statistics in Engineering—A Practical Approach

A.V.Metcalfe

Statistics in Research and Development, Second Edition

R.Caulcutt

Survival Analysis Using S—Analysis of Time-to-Event Data

Mara Tableman and Jong Sung Kim

The Theory of Linear Models

B.Jørgensen

Linear Models with R

Julian J.Faraway

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