Categorical data become increasingly ubiquitous in the modern big data era. In this dissertation, we propose novel statistical learning and inference methods for large-scale categorical data, focusing on latent variable models and their applications to psychometrics. In psychometric assessments, the subjects' underlying aptitude often cannot be…

This study reports various aspects of the analyses carried out on the longitudinal data reported in a previous study (PS 007 345) for determining the general growth patterns and growth velocity of mental and motor development. Preliminary analyses focused on the selection of the growth curve, its evaluation in the 208 individual cases, and the…

For a number of years, the California community colleges have used data from annual statewide surveys conducted by the Kern Community College District and the California Community College Trustees (CCCT) for comparative faculty salary information. Both the Kern and CCCT studies rely upon the device of selecting benchmark points (such as the…

The study by a team from the Council on Economic Priorities found: (1) that employment discrimination against minorities and women is endemic to commercial banking; (2) that a majority of the commercial banks studied are unwilling to permit public scrutiny of their employment and minority lending practices; and (3) that both the secrecy and the…

Discusses the use and advantages of integrated learning systems (ILSs) in elementary and middle grades, and reanalyzes 30 evaluations of ILSs by using effect size statistics. Research problems are described, including poor evaluation designs and inadequate data collection and analysis; and a table summarizes the ILS research reports and…

This publication is primarily designed for educational practitioners who possess little or no training in conducting mail surveys or have not kept current on the present state of the art of survey methods and techniques. It is also intended to be a checking and comparing aid to ensure that important research considerations are taken into account.…