Peter Shaw's data analysis page
Nice quotes:
One of the chief services mathematics has rendered humanity is to put "common sense" where it belongs, on the topmost shelf next to the canister labelled "discarded nonsense". (E. Bell 1940: Mathematics; Queen and servant of humanity).
To call in a statistician after the experiment is done may be no more than asking him to perform a post-morten examination: he may be able to say what the experiment died of. (R. A. Fisher)
"If you torture statistics enough they will confess to anything"
(Anonymous, on Radio 4 11/99, referring to the government's assertion
that the UK tax burden was falling).
Downloadable lectures
Here are the powerpoint files I use in lectures at various levels, from
1st year undergraduate to MSc research methods. Help yourself.
Basics
Quantitative techniques - a general introduction
to the philosophy and practice of quantitative analyses.
general good advice on data handling - a must
read for anyone doing a dissertation
The perils of multiple tests - why
you shouldn't use multiple t tests instead of anova, and how to get away
with it if you
really insist!
Types of graphs
Data description
Experimental Design
Probabilities and the normal distribution
Inferential analyses
If you want a simple model to understand degrees of freedom (d.f.s),
learn this model - easy as child's play!
An explantion of degrees of freedom
The Mann-Whitney U test
The Chi-square test
Student's t test
1 Way analysis of variance
2 Way analysis of variance
linear regression
Non-linear regression
Multivariate:
concepts of diversity
Multivariate stats 1: diversity, MLR
Multivariate 2: Ordinations, cluster analysis
etc
MSc / Short course lectures:
Introductory talk about methodology, The Pahnke
experiment
Self-test:
This Word document contains some questions
that you should be able to answer once you have grasped the basics of numerical
analyses.
A useful statistical table calculator
Data sets:
This is a temporary data storage site for files I need to make available
quickly
PCA1 - strength data in police recruits
PCA 2 - Borneo trees
Back to Peter Shaw's work page
last updated 27-11-08