How does probit analysis work?

I'm curious, could you explain to me how probit analysis functions? I understand it's a statistical method used in various fields, but I'm particularly interested in its application within the realm of cryptocurrency and finance. Could you elaborate on its CORE principles, how it's employed, and perhaps provide an example or two to help me grasp the concept better? I'm eager to learn more about this intriguing analytical tool.