limited-information maximum likelihood. We show that all the test statistics, like the ones used for inference on the … related to the well-known test statistic of Anderson and Rubin. The distributions of the overidentification statistics are …

What is Statistics? Opinions vary. In fact, there is a continuous spectrum of attitudes toward statistics ranging from … reporting p-values and claiming statistical significance for scientifically insignificant results. In these notes statistics is …) introduce the most fundamental ideas, concepts, and methods of statistics, explain how and why they work, and when they don …

This note is a sketch of what could be the basis for a theory of applied statistics. Such a theory is needed to help … statistics become more relevant, with significant impact and innovative developments. To achieve this goal, statisticians need to … new data structures require new statistical models. Eliciting the components of a theory of applied statistics is a …