List of Books...

" . . . I, Daniel, understood from the books . . ." Daniel 9:2

Here, I list books I have(am) read(reading) to study for various classes taken(currently taking). Some I have just read a couple of chapters, others I have read the whole book(probably because it was required!). This is a nearly random list.

Mathematical Statistics

  • Testing Statistical Hypothesis 3rd Ed by Lehmann & Romano

  • Theory of Point Estimation 2nd Ed by Lehmann & Casella

  • Introduction to the Theory of Statistics 3rd Ed by Mood, Graybill & Boes

  • Introduction to Mathematical Statistics 6th Ed by Hogg, Craig & Mckean

  • Statistical Inference 2nd Ed by Casella & Berger

  • Statistical Theory & Inference by David J. Olive

  • Probability and Statistics 7th Ed by Hogg, Tanis & Zimmerman

  • Mathematical Statistics by Keith Knight

  • Introduction to Probability and Mathematical Statistics 2nd Ed by Bain & Engelhardt

Categorical Data Analysis

  • Introduction to Categorical Data Analysis 2nd Ed by Alan Agresti

  • Categorical Data Analysis 2nd Ed by Alan Agresti

  • Categorical Data Analysis using SAS 3rd Ed by Maura Stokes, Charles Davis & Gary Koch

  • Logistic Regression Using SAS: Theory and Application 2nd Ed by Paul Allison

Asymptotic Theory (Large Sample Theory)

  • Elements of Large Sample Theory 2nd Ed by E.L. Lehmann

  • Asymptotic Theory of Statistics and Probability by Anirban DasGupta

  • A Course in Large Sample Theory by Thomas S. Ferguson

Regression Analysis

  • Regression Analysis by Example 5th Ed by Ali Hadi & Samprit Chatterjee

  • Applied Linear Statistical Models 5th Ed by Neter et al

  • Applied Regression Analysis 3rd Ed by Draper & Smith

Survival Analysis

  • Survival Analysis Using SAS: A Practical Guide 2nd Ed by Paul Allison

  • Statistical Models and Methods for Lifetime Data 2nd Ed by Jerald F. Lawless

  • Survival and Event History Analysis: A Process Point of View by Aalen, Borgan & Gjessing

  • Statistical Models Based on Counting Processes by Andersen, Borgan, Gill & Keiding

  • The Statistical Analysis of Failure Time Data 2nd Ed by John D. Kalbfleisch and Ross L. Prentice

  • Statistical Methods for Survival Data Analysis 3rd Ed by Elisa T. Lee and John Wang

Nonparametric Statistical Methods

  • Practical Nonparametric Statistics 3rd Ed by W.J Conover

  • Robust Nonparametric Statistical Methods 2nd Ed by Hettmansperger & McKean

Statistical Learning

  • An Introduction to Statistical Learning: with Applications in R by James, Witten, Hastie & Tibshirani

Linear Models

  • Generalized, Linear and Mixed Models 2nd Ed by Searle, McCulloch & Neuhaus

  • Linear Statistical Models 2nd Ed by James Stapleton

  • Linear Models by Shayle R. Searle

  • Linear Models in Statistics 2nd Ed by Alvin C. Rencher & G. Bruce Schaalje

  • An introduction to Linear Statistical Models Vol. I by Franklin Graybill

Measure Theory

  • Measure Theory and integration 4th Ed by Royden & Fitzpatrick

Design and Analysis of Experiments

  • Design and Analysis of Experiments 1st Ed by Oscar Kempthorne

  • Design and Analysis of Experiments Vol I&II 2nd Ed by Oscar Kempthorne & Klaus Hinkelmann

  • Statistical Design and Analysis of Experiments by Peter W.M John

  • Design and Analysis of Experiments 8th Ed by Douglas Montgomery