Stochastic Choice Theory
The book offers a decision theoretic perspective on common models of random choice used in behavioral economics and discrete choice econometrics. The book offers a systematic introduction to the field, building up from scratch without any prior knowledge requirements. It surveys recent developments and brings the reader to the frontier of research. It is addressed primarily to PhD and advanced Masters students in economics.
Here is a preprint . Here are my (by now really old) slides on this topic.