Created
May 12, 2014 04:57
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Biased Coin
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import random | |
HEADS = 0 | |
TAILS = 1 | |
n = input("How many samples do you wish to compute?: ") | |
p = random.random() | |
print "probability of getting heads is:", p | |
correctGuesses = 0 | |
wrongGuesses = 0 | |
for i in range(0, n): | |
choice = random.randint(HEADS, TAILS) | |
coinFlip = random.random() | |
# if we get a heads | |
if coinFlip < p: | |
# if we guessed heads | |
if choice == HEADS: | |
# then we guessed correctly | |
correctGuesses = correctGuesses + 1 | |
else: | |
# otherwise, we guessed wrong | |
wrongGuesses = wrongGuesses + 1 | |
# otherwise if we got a tails | |
else: | |
# if we guessed tails | |
if choice == TAILS: | |
# then we guessed correctly | |
correctGuesses = correctGuesses + 1 | |
else: | |
# otherwise we got the guess wrong | |
wrongGuesses = wrongGuesses + 1 | |
percentageCorrect = float(correctGuesses) / n | |
print "correct guesses:", correctGuesses, "(" + str(percentageCorrect) + ")" | |
print "wrong guesses:", wrongGuesses, "(" + str(1 - percentageCorrect) + ")" |
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