Piecewise linear barrier probability and option pricing
Conference
65th ISI World Statistics Congress
Format: IPS Abstract - WSC 2025
Keywords: finance, mathematical
Session: IPS 1099 - Statistical inference on various data structure
Monday 6 October 9:20 a.m. - 10:30 a.m. (Europe/Amsterdam)
Abstract
This paper derives piecewise linear barrier probabilities and provides their pricing formulas. To this end, we establish the analytical piecewise linear probability and explain how to approximate arbitrary boundary crossing probabilities. In addition, we show numerical examples of barrier options . We consider more general formula with arbitrary payoffs so called static hedging lemma. Extensive numerical experiments validate theoretical findings.