This article proposes the use of the coefficient of determination as a statistic for hypothesis testing in multiple linear regression based on distributions acquired by beta sampling. (Contains 3 figures.)

As anyone who has taught or taken a statistics course knows, statistical calculations can be tedious and error-prone, with the details of a calculation sometimes distracting students from understanding the larger concepts. Traditional statistics courses typically use scientific calculators, which can relieve some of the tedium and errors but…

When investigating differences between two sets of scores, the t test is appropriate. If the two sets of data are from two groups of subjects, then the independent t test is appropriate. If the two sets are from the same subjects, the dependent t test is required. In this paper, the authors describe the use of a third test when part of a data set…

Studied the relationship between modified oral input and the acquisition of word meanings by Japanese high school students. Results include a strong relationship between comprehension and word meaning acquisition was only evident in a test replicating learning format; and rate of word acquisition was faster with the premodified input. (54…

Structural equation modeling (SEM) refers to a family of statistical techniques that explores the relationships among a set of variables. Structural equation modeling provides an extremely versatile method to model very specific hypotheses involving systems of variables, both measured and unmeasured. Researchers can use SEM to study patterns of…

Summarizes an experiment that expanded the types of variables and approaches used in statistical analyses of subject attainment in secondary education. The experiment compared students' grades in a given subject with their expected grades based on performance in other subjects. Considers applications and limitations to this approach. (MJP)