The 24th Biennial Conference of the Society for Multivariate Analysis in the Behavioral Sciences (SMABS 2004) meeting took place at the Friedrich Schiller University Jena, Germany, and was organized by Prof. Dr. Rolf Steyer and Dipl.-Psych. Andreas Wolf.