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Tossing a fair and unfair die. Suppose you have a 10-sided die, with sides numbered 1,2,3,4,5,6,7,8,9, and 10 . (a) Write a program (in any programming language) to simulate the tossing of a 10-sided fair die (i.e., all sides are equally likely), for t=50,100,1000,2000, 3000,10000 , and 100000 tosses. Based on the simulation, what is the estimated probability of obtaining an odd number? (b) Suppose X is a random variable denoting the outcome of a die toss. Based on mathematical analysis and probability theory, what is the probability that X has an odd value? (c) Refer back to part (a). Does it agree with the theoretical result in (b)? (d) Repeat parts (a), (b), and (c) with a 10-sided die that has the property that any odd number is twice as likely as an even number and all even numbers are equally likely.

Answer :

Final answer:

To estimate the probability of obtaining an odd number from a 10-sided fair die, you can simulate the tossing of the die using a program. The estimated probability can be calculated by counting the number of odd numbers generated and dividing it by the total number of tosses. The theoretical probability of obtaining an odd number from a fair 10-sided die is 0.5.

Explanation:

To simulate the tossing of a 10-sided die, you can write a program that generates random numbers between 1 and 10. By repeating this process for a given number of tosses, you can estimate the probability of obtaining an odd number. The estimated probability can be calculated by counting the number of odd numbers generated and dividing it by the total number of tosses.

The probability that a fair 10-sided die will result in an odd number can be calculated using mathematical analysis and probability theory. In this case, there are 5 odd numbers out of 10 total possible outcomes, so the probability of obtaining an odd number is 5/10, which simplifies to 1/2 or 0.5.

To compare the results from the simulation with the theoretical result, you can compare the estimated probability from the program with the probability calculated mathematically. If they are close or equal, then the simulation agrees with the theoretical result.

To repeat the simulation with a 10-sided die that has the property of odd numbers being twice as likely as even numbers, you would need to modify the program so that it generates random numbers based on this probability distribution. Then, you can again estimate the probability of obtaining an odd number and compare it with the theoretical result.

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