Item Response Theory: how smart ARE you? - a podcast by Ben Jaffe and Katie Malone
from 2016-02-08T03:37:58
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Psychometrics is all about measuring the psychological characteristics of people; for example, scholastic aptitude. How is this done? Tests, of course! But there's a chicken-and-egg problem here: you need to know both how hard a test is, and how smart the test-taker is, in order to get the results you want. How to solve this problem, one equation with two unknowns? Item response theory--the data science behind such tests and the GRE.
Relevant links:https://en.wikipedia.org/wiki/Item_response_theory
Further episodes of Linear Digressions
Further podcasts by Ben Jaffe and Katie Malone
Website of Ben Jaffe and Katie Malone