Course TopicsThe t-tests and analysis of variance (ANOVA) tests are perhaps the most famous statistical tests. However these tests rely very heavily on the fulfillment of key assumptions by the data ...

Course TopicsThis short course will cover the one sample t-test, the two sample t-test, matched-pairs t-test, one-way ANOVA (Analysis of Variance), two-way ANOVA and ANCOVA (Analysis of Covariance).

Testing for the significance of a subset of regression coefficients in a linear model, a staple of statistical analysis, goes back at least to the work of Fisher who introduced the analysis of ...

It is much less computationally intensive than a parametric bootstrap test proposed in the literature for the one-way ANOVA for functional data. Via some simulation studies, it is found that in terms ...