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Animated Statistics Demonstrations - Lecture notes and an extensive worksheet packet complement several animated graphics illustrating basic concepts in hypothesis testing.
David A. Kenny - Contains tutorials on advanced statistical methods such as Structural Equation Modeling, Meta-Analysis, and mediation tests.
Fun With Structural Equation Modelling in Psychological Research - Annotated power point presentation introduces the theory and practice of SEM.
Help With Statistics - Downloadable (pdf) tutorials for common procedures give the SPSS syntax and explain the output.
Intro to SPSS for the PC - A step-by-step tutorial for data entry and analysis using SPSS.
Online Statistics: A Multimedia Course of Study - Features interactive demonstrations and simulations, case studies, and an analysis lab.
Patrick J. Curran - Quantitative psychologist provides his papers, technical appendicies, and resources on longitudinal methodology.
Practical Statistics - Primers and utilities to calculate difficult test statistics. Includes multiple linear regression, mediation, and interaction tests.
PsychInfo: Using SPSS - Introduction to the software and step-by-step instructions on performing the basic steps needed to analyze and understand data.
Psychological Statistics - Materials for an undergraduate course include lecture notes and assignments. Uses MiniTab.
Psychological Statistics at Missouri State - Introductory and Multivariate textbooks, calculators, and example assignments. Uses SPSS.
Psychology 3000 - Online course has lectures enhanced with interactive homework assignments and tools to visualize concepts.
Statistical Mediation - Resources for performing mediation tests.
Statistics Primer - Online presentation gives an overview of basic concepts in descriptive and inferential statistics.
Statpage - Handouts (PDF) detailing when and how to perform and write about many common statistical tests. Uses SPSS.
Visualizing Statistical Concepts - Categorized and annotated links to interactive calculations and demonstrations.
Web Interface for Statistics Education (WISE) - Interactive tutorials and applets help students review and apply concepts.
Which test? - Questions assist in selecting an appropriate statistical test.