This is a brute force monte carlo simulation to validate the solution to the Monty Hall problem

VARIABLES

defaults to: montymc(samples=100, simulations=5, doors=3, switch=1)

samples = how many trials to run

simulations = number of simulations of X samples

doors = number of doors for the game (default: 3)

switch dictates what the user does after monty opens the door:

switch = 0, no switching

switch = 1, always switch

switch = 2, random

RETURNING RESULTS

.wins returns a list of wins for every simulation

.totals returns a list of total trials per simulation

.percentage returns a list of wins/totals per simulation

.results prints a list of wins, totals & win percentage of each simulation [[wins], [totals], [win percentages]]

.averages returns a list of the averages of all simulations [ wins, total, win percentage ]

Usage

monty = montymc(samples, simulations, doors, switch=1)