Supervised Learning: Estimating the average in a category vs. individual classification, dealing with measurement error, extensions to an apparently unrelated application in epidemiology and public health.

2012 Lecture Notes: Slides [to print]

Videos ( Printable slides to accompany videos )

Quantities of Interest in Text Analysis and Representing Text as Numbers (22:27)

Existing Statistical Approaches to Estimating Proportions in Categories (10:22)

Using Misclassification Rates to Correct Proportions (12:55)

Verbal Autopsy Methods (07:18)