Statistics



Statistics is the study of numbers in their conceptual form, it is used in order to conceptualise the meaning away from numbers. Statistics is an applied branch of Mathematics.

A knowledge of statistics is like a knowledge of foreign languages or of algebra; it may prove of use at any time under any circumstances. - A. L. Bowley

Resources

 * Introduction
 * Bayesian Statistics
 * Advanced ANOVA
 * How to use R
 * How to use SPSS
 * Data Analysis using the SAS Language

Courses

 * Introduction to Statistical Analysis
 * Introduction to Likelihood Theory
 * Survey research and design in psychology

Software

 * R
 * Statistics Online Computational Resource (SOCR)

Online textbooks

 * Online statistics education: An interactive multimedia course of study - Rice University, University of Houston Clear Lake, and Tufts University
 * Collaborative statistics (Barbara Illowsky and Susan Dean)
 * Discovering Statistics - Statistics Hell (Andy Field)
 * Electronic statistics textbook (Statsoft)
 * A new view of statistics (Will Hopkins)
 * Concepts and applications of inferential statistics (Richard Lowry)
 * Handbook of biological statistics (John McDonald}
 * Topics in multivariate statistics (David Garson)
 * HyperStat online statistics textbook (David Lane)
 * Probability and Statistics EBook (Statistics Online Computational Resource)

SOCR Videos

 * A collection of general and subject specific videos utilizing the Statistics Online Computational Resource (SOCR)

Statistics rap
These (selected) student-made "statistics rap" videos can be used as fun introductions/reviews of concepts commonly taught in undergraduate statistics courses:
 * Statz rappers (Youtube)
 * Statistics rap (Youtube)
 * Stat Rap: "Stat Touch" (Youtube)

Cheat sheets

 * Cheat sheets (Google Docs) -> LINK BROKEN