ESDS Analysis guides include weighting, analysing change over time, matching files, pooling data and working with hierarchical data.


http://www.ncrm.ac.uk/TandE/video/RMF2012/whatis.php?id=4f47c03
What is event history analysis? Presentation from RMF 2012


http://www.ncrm.ac.uk/TandE/video/RMF2012/whatis.php?id=73f4767
What is multilevel modelling? Presentation from RMF 2012


http://www.indiana.edu/~kruschke/DoingBayesianDataAnalysis/
Stand alone companion to the book which introduces Bayesian analysis


http://understandinguncertainty.org/node/1286 has a clear discussion of null hypothesis significance testing and Bayesian alternatives.


http://www.hawaii.edu/powerkills/UC.HTM
Short course/text on the Pearson correlation coefficient using political science material


http://wilderdom.com/research/factoranalysis.html
Factor analysis


http://writing.colostate.edu/guides/guide.cfm?guideid=66
Reliability and Validity


http://en.wikipedia.org/wiki/Level_of_measurement
Good Wikipedia entry on levels of measurement


Math Tutor
Is an excellent suite of short videos (2030 minutes) on different topics in arithmetic and algebra that can be used by students themselves either to refresh their memory or learn techniques they may not have studied at school. Everything from fractions and decimals to logarithms and beyond.


Mathematical Thinking
The Open University Maths site has some simple but engaging introductions to key terms in statistics and probability.


Maths Stats and OR Network HEA Centre
The resources page includes useful guides to the school maths curriculum (helpful in understanding the range of skills undergraduates bring with them to HE from school); a report of St Andrews University symposium on maths support in HE, which highlights the limited range of ability to apply basic maths concepts that are often encountered in undergraduates and how best to support their maths learning needs.


http://datalib.edina.ac.uk/mantra/index.html
Research data management guide ‘a course designed for PhD students
and others who are planning a research project using digital data’.


Regression Applet
An applet for illustrating the effect of adding an outlieing extra coordinate to a regression line.


Globally Accessible Statistical Procedures
Various applets for teaching the central limit theorem, histogram binning and other procedures.


http://www.csupomona.edu/~jlkorey/POWERMUTT/faculty.html
Aimed at politics students ,the POWERMUTT (PoliticallyOriented WebEnhanced Research Methods for Undergraduates  Topics and Tools) site is a suite of resources, based on SPSS for teaching introductory quantitative research design and analysis for undergraduates.


Using Statistical Regression Methods in Education Research
This site aims to teach statistical regression methods for use in educational and social research.


http://www.sportsci.org/resource/stats/newview.html
Aimed at sports science students

