GMAT Math : Discrete Probability

Study concepts, example questions & explanations for GMAT Math

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Example Questions

Example Question #100 : Arithmetic

Henry altered a six-sided die. Did the probability that it would come up a "1" increase, decrease, or stay the same?

Statement 1: If this altered die and a fair die are rolled, the probability of a sum of "12" coming up is .

Statement 2: If this altered die and a fair die are rolled, the probability of a sum of "2" coming up is .

Possible Answers:

EITHER statement ALONE is sufficient to answer the question.

BOTH statements TOGETHER are sufficient to answer the question, but NEITHER statement ALONE is sufficient to answer the question.

BOTH statements TOGETHER are insufficient to answer the question. 

Statement 2 ALONE is sufficient to answer the question, but Statement 1 ALONE is NOT sufficient to answer the question.

Statement 1 ALONE is sufficient to answer the question, but Statement 2 ALONE is NOT sufficient to answer the question.

Correct answer:

Statement 2 ALONE is sufficient to answer the question, but Statement 1 ALONE is NOT sufficient to answer the question.

Explanation:

Statement 1 yields no helpful information. The only way to roll a sum of "12"  with two dice is by rolling "6" on both; the probability of rolling a "6" on a given can change or remain constant without affecting that of rolling a "1".

Assume Statement 2 alone, and let  the probability of rolling a "1" on the altered die. There is only one way to roll a die so that its sum comes up a "2" - a double "1". Since the probability of rolling a "1" on the fair die is , by the multiplication principle, the probability of rolling a double six with the fair die and the die that Henry altered is . Since this is equal to , we solve for :

Henry's alterations increased the probability of a "6" coming up.

Example Question #1081 : Data Sufficiency Questions

Jenny altered a coin. Did the probability that it would come up heads increase, decrease, or stay the same?

Statement 1: Jenny flipped the coin 100 times; it came up heads 55 times.

Statement 2: Her friend Susie then flipped the coin 1,000 times and it came up heads 557 times.

Possible Answers:

EITHER statement ALONE is sufficient to answer the question.

BOTH statements TOGETHER are sufficient to answer the question, but NEITHER statement ALONE is sufficient to answer the question.

Statement 1 ALONE is sufficient to answer the question, but Statement 2 ALONE is NOT sufficient to answer the question.

BOTH statements TOGETHER are insufficient to answer the question. 

Statement 2 ALONE is sufficient to answer the question, but Statement 1 ALONE is NOT sufficient to answer the question.

Correct answer:

BOTH statements TOGETHER are insufficient to answer the question. 

Explanation:

The two statements together are insufficient.

Jenny's and Susie's experiments both yield empirical data, which is not in and of itself sufficient to draw a definite conclusion about the theoretical probability of any outcomes. While their results strongly suggest that the probability of the coin coming up heads has increased, it is entirely possible for a fair coin, or even a coin altered to come up tails more often, to be flipped with these results as well.

Example Question #52 : Dsq: Calculating Discrete Probability

Xenia altered a die. Did the probability that it would come up a 6 increase, decrease, or stay the same?

Statement 1: The probability that the sum of two rolls of the die will be a "11" decreased.

Statement 2: The probability that the sum of two rolls of the die will be "12" decreased.

Possible Answers:

EITHER statement ALONE is sufficient to answer the question.

BOTH statements TOGETHER are sufficient to answer the question, but NEITHER statement ALONE is sufficient to answer the question.

BOTH statements TOGETHER are insufficient to answer the question. 

Statement 2 ALONE is sufficient to answer the question, but Statement 1 ALONE is NOT sufficient to answer the question.

Statement 1 ALONE is sufficient to answer the question, but Statement 2 ALONE is NOT sufficient to answer the question.

Correct answer:

Statement 2 ALONE is sufficient to answer the question, but Statement 1 ALONE is NOT sufficient to answer the question.

Explanation:

The probability that a roll of an unaltered die will yield an outcome of "6" is ; the same holds for an outcome of "5". Let  and  the probabilities of rolling a "5" or a "6", respectively, on the altered die.

Assume Statement 1 alone.  There is only one way to roll a die twice so that the sum of the rolls comes up a "11" - a"5" and a "6", in either order. The probability of rolling a "5" and a "6" on the altered die in that order is , which is also that of the reverse event, so the probability of rolling an "11" is 

On an unaltered die, the probability of this happening would be 

By Statement 1, the alterations decreased this probability, so

and 

Without further information, it cannot be determined whether  increased, decreased, or remained the same.  

For example, if  and 

.

If  and 

.

Both scenarios fit the conditions of Statement 1, but in one, the probability of rolling a "6" on the die remained the same, and in the other, the probability decreased. Statement 1 gives insufficient information.

 

Assume Statement 2 alone. There is only one way to roll a die twice so that the sum of the rolls comes up a "12" - a double "6". The probability doing this twice on the altered die is . On an unaltered die, the probability of this happening would be ; however, since, by Statement 1, the alterations decreased this probability, 

Xenia's alterations decreased the probability of rolling a "6" on the die.

Example Question #53 : Dsq: Calculating Discrete Probability

Quentin altered a die. Did the probability that it would come up a 6 increase, decrease, or stay the same?

Statement 1: Quentin rolled the die 120 times; it came up a "6" 20 times.

Statement 2: His friend Allen then rolled the die 600 times; it came up a "6" 100 times.

Possible Answers:

Statement 1 ALONE is sufficient to answer the question, but Statement 2 ALONE is NOT sufficient to answer the question.

BOTH statements TOGETHER are sufficient to answer the question, but NEITHER statement ALONE is sufficient to answer the question.

Statement 2 ALONE is sufficient to answer the question, but Statement 1 ALONE is NOT sufficient to answer the question.

EITHER statement ALONE is sufficient to answer the question.

BOTH statements TOGETHER are insufficient to answer the question. 

Correct answer:

BOTH statements TOGETHER are insufficient to answer the question. 

Explanation:

The two statements together are insufficient.

Quentin's and Allen's experiments both yield empirical data, which is not in and of itself sufficient to draw a definite conclusion about the theoretical probability of any outcomes. While their results strongly suggest that the probability of the die coming up a "6" remained unchanged (since , the probability of the roll of a fair die resulting in an outcome of "6"), it is entirely possible for an experiment with a biased die to yield these results.

Example Question #54 : Dsq: Calculating Discrete Probability

Roger replaced a card in a standard 52-card deck with the joker. What happened to the probability that a randomly-drawn card would be a red card - did it change or did it stay the same?

Statement 1: The card Roger took out of the deck was a heart.

Statement 2: Roger ran 100 experiments using the modified deck, each involving a shuffle and a draw; he drew a red card 48 times.

Possible Answers:

EITHER statement ALONE is sufficient to answer the question.

BOTH statements TOGETHER are insufficient to answer the question. 

BOTH statements TOGETHER are sufficient to answer the question, but NEITHER statement ALONE is sufficient to answer the question.

Statement 1 ALONE is sufficient to answer the question, but Statement 2 ALONE is NOT sufficient to answer the question.

Statement 2 ALONE is sufficient to answer the question, but Statement 1 ALONE is NOT sufficient to answer the question.

Correct answer:

Statement 1 ALONE is sufficient to answer the question, but Statement 2 ALONE is NOT sufficient to answer the question.

Explanation:

Since the number of cards in the deck remained unchanged, the probability of a random draw resulting in a black card changed if and only if the number of red cards was changed - that is, if the card Roger replaced with the joker was a red card.

Statement 2 alone provides this information. Statement 1 is unhelpful, in that it deals with an empirical result. It is entirely possible for this to happen in an unmodified deck, or even in a deck with more black cards than red.

Example Question #55 : Dsq: Calculating Discrete Probability

Brandy altered a coin. Did the probability of a toss of the coin coming up heads increase or decrease?

Statement 1: The probability that, if the coin is tossed four times, all four tosses will result in tails decreased.

Statement 2: The probability that, if the coin is tossed six times, all six tosses will result in tails decreased.

Possible Answers:

EITHER statement ALONE is sufficient to answer the question.

Statement 1 ALONE is sufficient to answer the question, but Statement 2 ALONE is NOT sufficient to answer the question.

BOTH statements TOGETHER are insufficient to answer the question. 

BOTH statements TOGETHER are sufficient to answer the question, but NEITHER statement ALONE is sufficient to answer the question.

Statement 2 ALONE is sufficient to answer the question, but Statement 1 ALONE is NOT sufficient to answer the question.

Correct answer:

EITHER statement ALONE is sufficient to answer the question.

Explanation:

Let  be the probability that a single toss will come up tails.

Assume Statement 1 alone. 

The probability of a single toss of a fair coin coming up heads (or tails) is ; the probability of five such outcomes in a row is .

The probability of four tails in a row on the altered coing will be , which is less than  by Statement 2. Therefore,

,

The probability of one toss of the coin coming up tails decreased, so the probability of it coming up heads increased.

A similar argument can be used to demonstrate that Statement 2 allows the same conclusion to be drawn.

Example Question #56 : Dsq: Calculating Discrete Probability

Dick replaced a card in a standard 52-card deck with the joker. What happened to the probability that a randomly-drawn card would be a black card - did it change or did it stay the same?

Statement 1: Dick did not look at the card he took out of the deck.

Statement 2: The card Dick took out of the deck was a spade.

Possible Answers:

EITHER statement ALONE is sufficient to answer the question.

Statement 2 ALONE is sufficient to answer the question, but Statement 1 ALONE is NOT sufficient to answer the question.

BOTH statements TOGETHER are insufficient to answer the question. 

BOTH statements TOGETHER are sufficient to answer the question, but NEITHER statement ALONE is sufficient to answer the question.

Statement 1 ALONE is sufficient to answer the question, but Statement 2 ALONE is NOT sufficient to answer the question.

Correct answer:

Statement 2 ALONE is sufficient to answer the question, but Statement 1 ALONE is NOT sufficient to answer the question.

Explanation:

Since the number of cards in the deck remained unchanged, the probability of a random draw resulting in a black card changed if and only if the number of black cards was changed - that is, if the card Dick replaced with the joker was a black card. Statement 2, but not Statement 1, provides this information. Note that Statement 1 is irrelevant - whether Dick knew the color of the card does not change any theoretical probability.

Example Question #57 : Dsq: Calculating Discrete Probability

Jeremiah has a bag of coins. What are the odds of him pulling a  euro coin followed by a  euro coin?

I) There are three types of coins in the bag;  cent coins,  euro coins, and  euro coins.

II) There are twice as many  euro coins as there are  cent coins.

 

Possible Answers:

Both statements are needed to answer the question.

Neither statement is sufficient to answer the question. More information is needed.

Statement II is sufficient to answer the question, but statement I is not sufficient to answer the question.

Either statement is sufficient to answer the question.

Statement I is sufficient to answer the question, but statement II is not sufficient to answer the question.

Correct answer:

Neither statement is sufficient to answer the question. More information is needed.

Explanation:

In order to calculate probability, we need to know the total number of coins, as well as the number of each type of coin.

In this case, I) tells us how many types of coins there are, and II) gives us a clue about the ratio of 5 euro to 50 cent coins.

The key information we are missing is the amount of 2 euro coins that are in the bag. Without this piece of information neither statement will allow us to answer the question.

Therefore, we do not have enough information to answer this question.

 

Example Question #1091 : Data Sufficiency Questions

In a standard deck of cards there are  cards equally split into four suits (clubs, spades, hearts and diamonds).

If the following are true, what are the odds of pulling a diamond followed by a club?

I) This deck contains two jokers with no suit.

II) Three spades have been removed from the deck.

Possible Answers:

Either statement is sufficient to answer the question. 

Statement II is sufficient to answer the question, but statement I is not sufficient to answer the question. 

Neither statement is sufficient to answer the question. More information is needed.  

Both statements are needed to answer the question.

Statement I is sufficient to answer the question, but statement II is not sufficient to answer the question.

Correct answer:

Both statements are needed to answer the question.

Explanation:

When calculating probability we need to know the total amount of cards we are pulling from and then also, how many cards from the total are diamonds and how many are clubs.

Since we are given the total amount of cards and the amount cards of each suit from the original question, we see that both statements are needed to calculate the final probability because each statement changes the makeup of our original deck.

I) Gives us an additional two cards to include in our probability calculations.

II) Takes two cards away from our calculations.

Therefore, both are necessary to calculate the correct probability.

Example Question #51 : Dsq: Calculating Discrete Probability

The state fair is holding a raffle for a prize. 500 tickets are put up for sale. What is the expected value of each ticket, assuming all tickets are sold?

Statement 1: Each ticket is sold for $5. 

Statement 2: The prize is a new laptop computer.

Possible Answers:

Statement 1 ALONE is sufficient to answer the question, but Statement 2 ALONE is NOT sufficient to answer the question.

Statement 2 ALONE is sufficient to answer the question, but Statement 1 ALONE is NOT sufficient to answer the question.

EITHER statement ALONE is sufficient to answer the question.

BOTH statements TOGETHER are sufficient to answer the question, but NEITHER statement ALONE is sufficient to answer the question.

BOTH statements TOGETHER are insufficient to answer the question. 

Correct answer:

BOTH statements TOGETHER are insufficient to answer the question. 

Explanation:

Assume both statements are true.

Three things are needed to determine expected value of a ticket:

The price of the ticket, which is given in Statement 1;

The number of tickets sold, which is given in the main body of the problem; and,

The worth of the prize, which is not given anywhere (Statement 2 only identifies the prize; it does not give its value).

The two statements together provide insufficient information.

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