List of Books...
" . . . I, Daniel, understood from the books . . ." Daniel 9:2
Achieved Graduate Statistician(GStat) status on January 13, 2020.
" . . . 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