LibGuides: Statistics: Books & eBooks

Springer ebooks

Springer provides a large collection of books on probability and statistics that are available for download through the Reed Library or searchable directly on the Springer website.

An Introduction to Statistical Learning
A basic, nontechnical overview of major methods for statistical or machine learning. For a more rigorous treatment and other, more advanced topics, see The Elements of Statistical Learning, also from Springer.
Asymptotic Theory of Statistics and Probability
This book covers major asymptotic results in statistics, including many variations of the central limit theorem.

Reed holdings

All of Statistics by Larry A. Wasserman
Call Number: QA276.12 .W37 2004
ISBN: 0387402721
Publication Date: 2004-09-17
An overview of most methods in modern statistics. For more information on methods that don't assume certain functional or distributional properties, see All of Nonparametric Statistics by the same author.
Probability With Applications and R by Robert P. Dobrow
Call Number: QA276.45.R3 D63 2014
ISBN: 1118241258
Publication Date: 2013-11-04
A thorough text on the basics of probability with an emphasis on simulation and Monte Carlo methods. Print and online copies available.

SAGE Little Green Books

Little Green Books, SAGE’s popular Quantitative Applications in the Social Sciences series, provides short and accessible texts on quantitative methods.

Sage Little Green Books
Providing clear statistical explanations, straightforward empirical examples, and ready-to-use procedures this collection addresses advanced quantitative topics including Regression, Models, Data Analysis, Structural Equation Modeling, Experimental Design, Factor Analysis, Measurement, ANOVA, Survey Data, and more.

Call numbers: Probability and Statistics

Statistics in the Social Science (HA)
HA29+ Statistical methods
HA35+ Textbooks
HA154+ Data & censuses

Probability (QA273 - QA275)
QA273.2 Textbooks
QA274+ Stochastic processes
QA274.6 Markov processes and chains

Mathematical statistics (QA276 - QA280)
QA276.1 Textbooks
QA276.45 Stat. programming languages
QA277+ Hypothesis testing
QA278+ Multivariate analysis/regression
QA278.8 Nonparametric methods
QA279+ Analysis of variance
QA279.5 Bayesian statistics