Listmania!
statistics books for self-learning
By an Amazon.com customer
Statistical InferenceStatistical Inference by George Casella
Buy new: $149.51 / Used from: $79.99
complete coverage of math stat, sufficient for any applied statisticians, hard exercises
Bayesian Data Analysis, Second Edition (Texts in Statistical Science)Bayesian Data Analysis, Second Edition (Texts in Statistical Science) by Andrew Gelman
Buy new: $59.16 / Used from: $54.00
definite and ultimate bayesian book for most people
Applied Linear Statistical ModelsApplied Linear Statistical Models by John Neter
Buy used from: $32.59
heavy book from square one for regression and ANOVA
Applied logistic regression (Wiley Series in probability and statistics)Applied logistic regression (Wiley Series in probability and statistics) by David W. Hosmer
Buy new: $100.07 / Used from: $84.87
a pretty complete coverage in logistic regression
Applied Survival Analysis: Regression Modeling of Time to Event DataApplied Survival Analysis: Regression Modeling of Time to Event Data by David W. Hosmer Jr.
Buy used from: $55.59
good introduction to survival analysis.
Regression Modeling StrategiesRegression Modeling Strategies by Frank E. Jr. Harrell
Buy new: $94.89 / Used from: $81.89
a good companion after having some general knowledge of regression
Categorical Data Analysis (Wiley Series in Probability and Statistics)Categorical Data Analysis (Wiley Series in Probability and Statistics) by Alan Agresti
Buy new: $104.31 / Used from: $68.84
typical applied statistics book, a gateway to deep theories
Applied Statistics and the SAS Programming LanguageApplied Statistics and the SAS Programming Language by Ronald P. Cody
Buy used from: $9.87
For first sas users. SAS manuals will be final references
Modern Applied Statistics with SModern Applied Statistics with S by W.N. Venables
Buy new: $53.97 / Used from: $49.90
book of everything, gateway to modern statistics
Hierarchical Linear Models: Applications and Data Analysis Methods (Advanced Quantitative Techniques in the Social Sciences)Hierarchical Linear Models: Applications and Data Analysis Methods (Advanced Quantitative Techniques in the Social Sciences) by Dr. Stephen W. Raudenbush
Buy new: $104.49 / Used from: $100.00
accessible HLM book, aiming at social science
Applied Mixed Models in MedicineApplied Mixed Models in Medicine by Helen Brown
Buy used from: $38.00
a relative unknown but excellent book. full coverage of mixed model in medicine
Analysis of Longitudinal DataAnalysis of Longitudinal Data by Peter Diggle
Buy new: $120.43 / Used from: $90.01
a slightly high level stat book, bible in longitudinal analysis
Asymptotic Statistics (Cambridge Series in Statistical and Probabilistic Mathematics)Asymptotic Statistics (Cambridge Series in Statistical and Probabilistic Mathematics) by A. W. van der Vaart
Buy new: $41.40 / Used from: $32.71
a typical high math level book, will put most people asleep. If you fully understand this, you are more than a PhD in theoretical statistics :-)