Textbooks

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Course Number Author Title Publisher
W1001
(1-2)		 Freedman, Purves & Pisani Statistics, 4th edition
 Norton
       
W1111
(Sections 1-4)		 De Veux, Velleman, Bock Stats: Data and Models, 3rd edition Addison - Wesley
W1211
(1-4)		 Devore Probability & Statistics for Eng. & Scientists, 8th edition
 Duxbury
W4150
(1-2)		 Walpol & Myers Prob. & Stat. for Engineers and Scientists, 8th edition Simon&Schuster
W4160 Paul Murrell R Graphics  
  William Cleveland The Elements of Graphing Data  
  John Fox An R and S-Plus Companion to Applied Regression  
  Leland Wilkinson The Grammar of Graphics (recommended)
W4201 Ramsey and Schafer Statistical Sleuth:A Course in Method of Data Analysis Duxbury
  Peter Mccullagh, John A. Nelder Generalized Linear Models CRC Press
  Spector Intro. To S & S-Plus Duxbury
  Brockwell & Davis Introduction Time Series and Forecasting, 2nd edition Springer-Verlag
W4315
(1-4)		 Kutner, Nachtsheim, Neter Applied Linear Regression Models, 4th edition McGraw-Hill Irwin
W2024
(1)		 Samprit Chatterjee and Ali S. Hadi Regression Analysis by Example, 4th edition Wiley-Interscience
W3026
(1)		 Ian H. Witten, Eibe Frank. Data mining :practical machine learning tools and techniques Amsterdam ;Boston, MA :Morgan Kaufman,
W3103
(1)		   lecture notes  
W3105
(1)		 Ross A First Course in Probability, 8th edition Prentice Hall
W3107
(1)		 Degroot and Schervish Probability and Statistics, 4th edition
 Pearson
W3315
(1)		 Kutner, Nachtsheim, Neter Applied Linear Regression Models, 4th edition McGraw-Hill Irwin
W4105
(1)		 Ross A First Course in Probability, 8th edition Prentice Hall
W4107
(1)		 Hogg and Craig Introduction to Mathematical Statistics, 6th edition Prentice Hall
W4109
(1 & 2)		 Degroot & Schervish Probability and Statistics, 4th edition Addison-Wesley
W3701
(1)		 Ramsey and Schafer Statistical Sleuth:A Course in Method of Data Analysis Duxbury
  Spector Intro. To S & S-Plus Wadsworth
W4220
(1)		 Agresti An Intro to Categorical Data Analysis, 2nd edition Wiley
  Fleiss, Levin, Paik Statistical Methods for Rates and Proportions Wiley
W4240
(1)		 Chris Bishop Pattern Recognition and Machine Learning, 2nd edition Springer
W4290
(1)		 David Ruppert Statistics and Finance Springer
  Lai, Tze Leung, Xing, Haipeng Statistical Models and Methods for Financial Markets Springer
W4315 (1-4) Kutner, Nachtsheim, Neter Applied Linear Regression Models, 4th edition Irwin
W4330
(1)		 Gelman and Hill Data Analysis Using Regression and Multilevel/Hierarchical Models Cambridge
W4335
(1)		 Lohr Sampling: Design and Analysis, 2nd edition Duxbury Press
  Groves Survey Methodology (recommended) Wiley
W4413
(1)		 Higgins Introduction to Modern Nonparametric Statistics Duxbury
  Peter Sprent and Nigel C. Smeeton Applied Nonparametric Statistical Methods (recommended) CRC
W4419
(1)		 Robert T. Clemen Making Hard Decisions South Western College Publishing
W4437
(1)		 Brockwell & Davis Introduction Time Series and Forecasting, 2nd edition Springer-Verlag
W4440
(1)		 Edward W. Frees Regression Modeling with Actuarial and Financial Applications (International Series on Actuarial Science) Cambridge University Press
G4543
(1)		 Klein & Moeschberger Survival Analysis Springer
  Kalbfliesch & Prentice Statistical Analysis of Failure Time Data Wiley
W4606
(1)		 Sheldon Ross Introduction to Probability Models, Ninth edition Academic Press
W4840
(1)		 Ruckman and Francis, 2nd edition Financial Mathematics, A Guide for Actuaries and other Business Professionals BPP
G6101
(1)		 W.N. Venables Modern Applied Statistics with S, 4th edition (paperback) Springer
G6102
(1)		 Gelman, Carlin, Stern & Rubin Bayesian Data Analysis (second edition) CRC Press
  Meyn & Tweedie Markov Chains and Stochastic Stability (recommended) Cambridge University Press
  Gilks, Richardson & Spiegelhalter Markov Chain Monte Carlo in Practice (recommended) CRC Press
G6103
(1)		 Hastie, Tibshirani, Friedman The Elements of Statistical Learning, 2nd edition Springer
G6105
(1)		 Chung A Course in Probability Theory, Third Edition Academic Press
G6106
(1)		 Billingsley Probability and Measure Wiley
G6107
(1)		 Lehman and Romano Testing Statistical Hypotheses, 3rd edition Springer
  Lehman & Casella Theory of Point Estimation, 2nd edition Springer
G6191
(1)		 Ramey and Schafer The Statistical Sleuth: A Course in Methods of Data Analysis Duxbury
G6210
(1)		   lecture notes  
W6501
(1 & 2)		 Lawler Intro. To Stochastic Processes, 2nd edition CRC Press
G6503
(1)		 Brockwell and Davis Time Series: Theory and Methods, 2nd edition Springer-Verlag
  Shumway and Stoffer Time Series Analysis and its Applications Springer-Verlag
G6505
(1)		 Baxter Financial Calculus Cambridge U. Press
  Shreve Stochastic Calculus for Finance II Springer
  Shreve Stochastic Calculus for Finance I Springer
G6600
(1)		 Gelman and Nolan Teaching Statistics: A Bag of Tricks Oxford
  Anne Curzan and Lisa Damour First Day to Final Grade: A Graduate Student's Guide to Teaching Michigan
  Wilbert McKeachie et al. Teaching Tips Houghton Mifflin
G8243
(1)		   lecture notes  
G8263
(1)		 Karatzas & Shreve Brownian Motion and Stochastic Calculus Springer-Verlag
G8325
(1)		   lecture notes  
G8327
(1)		 Owen Empirical Likelihood CRC Press
G8243
(1)		      
K4830
(1)		 McDonald Derivatives Markets, Second edition Addison-Wesley