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Prospect Theory
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== <span style="color: #FFFFFF;">Applying</span> == '''Modeling 'The Loss Aversion' (Predicting 'Bet Acceptance'):''' <syntaxhighlight lang="python"> def evaluate_gamble(potential_win, potential_loss, win_prob): """ Shows why 'Homo Economicus' would bet, but 'Humans' won't. """ # Expected Value (Rational) ev = (potential_win * win_prob) - (potential_loss * (1 - win_prob)) # Prospect Value (Human - Loss is weighted 2.2x) prospect_v = (potential_win * win_prob) - (potential_loss * 2.2 * (1 - win_prob)) if prospect_v > 0: return f"RESULT: ACCEPT BET. (EV: {ev}, Prospect: {round(prospect_v, 2)})." else: return f"RESULT: REJECT BET. (Rational EV is {ev}, but it FEELS like {round(prospect_v, 2)})." # Case: A 'Fair' bet ($110 win vs $100 loss) print(evaluate_gamble(110, 100, 0.5)) # Case: A 'Great' bet ($250 win vs $100 loss) print(evaluate_gamble(250, 100, 0.5)) </syntaxhighlight> ; Economic Landmarks : '''The 'Mug' Experiment''' (Thaler) β Proving the **Endowment Effect**: students who were "Given a Mug" "Demanded" **$7** to sell it, while those who "Didn't have one" only "Offered" **$3** to buy it. : '''The 'Asian Disease' Problem''' β Proving **Framing**: when a choice was "Framed as 'Saving 200 lives'," people chose the "Certainty." When "Framed as '400 people dying'," people "Gambled." : '''Mental Accounting''' (Thaler) β The "Bias" where people "Treat Money Differently" depending on its "Category" (e.g. 'Bonus money' vs 'Salary'). : '''Hyperbolic Discounting''' β The "Bias" where we "Value" "Now" "Way More" than "Tomorrow," "Explaining" why we "Fail" to "Save for Retirement" or "Diet." </div> <div style="background-color: #8B4500; color: #FFFFFF; padding: 20px; border-radius: 8px; margin-bottom: 15px;">
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