1

A :-) indicates in CBU library. Most of the others are in the university library. You can check at here. Statistics books in the CBU library are listed here. The Psychological Postgrads website also has a list of suggested Statistics and Research Methods textbooks with comments located here.

General

(The two below are recommended by psychology students on the PSYCH-POSTGRADS email list).

SPSS learning books which cover a range of statistical procedures

R learning books which cover a range of statistical procedures

Analysis of Variance

Categorical Data Models

Factor Analysis (both exploratory and confirmatory)

Cluster Analysis

Clustering can be used on small samples (N<100) usually grouping items assessing service attributes which have a limited range of responses such as Yes/No.

Logistic Regression

Log-linear models

Missing data analysis

Multiple Regression

Multivariate Analyses

Nonparametric Statistics

Partial Least Squares Regression

Power

Random Effect modelling

Statistica

A list of books which detail the use of Statistica are listed at the here on the software makers (Statsoft's) own website.

Time Series

MATLAB

Erman Misirlisoy (author) submitted a book proposal to Routledge in June 2015 on 'Programming behavioural experiments: learn it the quick way with MATLAB' which was a slimmed down primer for MATLAB in a more informal tone than existing texts aimed at people who are not from a programming background particularly in cognitive neuroscience which is the background of the author.

Mathematics Primers