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: [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)