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can anyone briefly talk about how probability and statistics are applied to finance problems??? thanks a lot!

Hi everyone, I am a college junior mathematics major right now and am thinking about my senior honor thesis topic. Dreaming to get into some top MFE programs, I am hoping to do something in relate to finance. My thesis adviser is an expert in probability and statistics. I have taken probability...