One-way ANOVA is a method used to compare the means of multiple populations, and it generalizes the paired t-test for two populations. The document raises questions regarding the statistics used in one-way ANOVA, specifically focusing on SSTR, MSTR, SSE, MSE, and F. It asks to identify which statistics measure variation among the sample means, within the samples, and for comparison purposes.