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Draw five cards randomly from a standard deck of 52 cards, and let \(x\) be the number of red cards in the draw. Evaluate the probabilities in Exercises \(22-25\). \(P(x=0)\)

Short Answer

Expert verified
Answer: The probability of drawing 5 cards with no red cards is approximately 0.0252 or 2.52%.

Step by step solution

01

Calculate the number of ways to choose 5 black cards

To calculate the number of ways to choose 5 black cards from a deck of 26 black cards, we will utilize the combination formula. The combination formula is given by \(C(n, r) = \frac{n!}{r!(n-r)!}\) In our case, \(n = 26\) and \(r = 5\). Hence, \(C(26, 5) = \frac{26!}{5!(26-5)!}\)
02

Calculate the total number of ways to choose 5 cards from the deck

To calculate the total number of ways to choose 5 cards from the deck of 52 cards, we will again utilize the combination formula. In this case, \(n = 52\) and \(r = 5\). Hence, \(C(52, 5) = \frac{52!}{5!(52-5)!}\)
03

Calculate the probability of drawing 5 black cards

To calculate the probability of having no red cards in the draw (\(P(x=0)\)), we will divide the number of ways to choose 5 black cards by the total number of ways to choose 5 cards from the deck. Thus, \(P(x=0) = \frac{C(26, 5)}{C(52, 5)}\) Plugging in the values from step 1 and step 2, we have: \(P(x=0) = \frac{\frac{26!}{5!(26-5)!}}{\frac{52!}{5!(52-5)!}}\) Simplify the expression: \(P(x=0) = \frac{26!(52-5)!}{5!(26-5)!52!}\)
04

Final probability calculation

After simplifying the expression, we arrive at the final probability: \(P(x=0) = \frac{26!(47)!}{5!(21)!52!}\) Now, calculate the probability: \(P(x=0) \approx 0.0252\) The probability of drawing 5 cards with no red cards is approximately 0.0252 or 2.52%.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Combinatorics
Combinatorics is a branch of mathematics dealing with the study of countable discrete structures. It involves counting, arranging, and optimizing different configurations or selections. In the context of drawing cards, combinatorics is pivotal for understanding the various combinations in which cards can appear.

For instance, when considering a standard deck of 52 cards, combinatorics allows us to calculate how many possible ways we can draw a hand of cards. This is done by using a specific combinatorial function called combinations, denoted as \(C(n, r)\), which calculates the number of ways to choose \(r\) items from a set of \(n\) without regard to the order. This is particularly relevant as the order in which cards are drawn does not affect the hand you're dealt. So, combinatorics steps in to tell us how many different hands are possible.
Probability Calculations
Probability calculations involve determining the chance of a particular event happening. It is expressed as a number between 0 and 1, where 0 indicates impossibility and 1 indicates certainty. The probability of an event is calculated by dividing the number of favorable outcomes by the total number of possible outcomes.

In card games, for instance, the probability of drawing a certain hand is found by dividing the number of ways to draw that hand (favorable outcomes) by the total number of different hands (possible outcomes). Understanding how to compute these probabilities using combinatorial mathematics is essential for accurate predictions and strategic decision-making in games, as well as in more complex statistical modelling.
Factorial Notation
Factorial notation is an essential concept in combinatorics and probability calculations. The factorial of a non-negative integer \(n\), denoted as \(n!\), is the product of all positive integers less than or equal to \(n\). For example, \(5! = 5 \times 4 \times 3 \times 2 \times 1\). Factorials grow very quickly with increasing values of \(n\), which has implications in calculating probabilities, particularly when dealing with large sets like a deck of cards.

Factorial notation simplifies expressions when computing combinations and permutations, which are fundamental in working out the probabilities of various outcomes. Comprehending how factorial notation works, and how to manipulate expressions involving factorials, is crucial for solving probability problems efficiently, as seen in the steps to calculate the probability of drawing 5 black cards from a deck.

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Most popular questions from this chapter

In a county containing a large number of rural homes, \(60 \%\) of the homes are insured against fire. Four rural homeowners are chosen at random from this county, and \(x\) are found to be insured against fire. Find the probability distribution for \(x\). What is the probability that at least three of the four will be insured?

In 2017 , the average of the revised SAT score (Evidence Based Reading and Writing, and Math) was 1060 out of \(1600 .^{3}\) Suppose that \(45 \%\) of all high school graduates took this test and that 100 high school graduates are randomly selected from throughout the United States. Which of the following random variables have an approximate binomial distribution? If possible, give the values of \(n\) and \(p\). a. The number of students who took the SAT. b. The scores of the 100 students on the SAT. c. The number of students who scored above average on the SAT. d. The length of time it took students to complete the SAT.

Identify the random variables in Exercises \(2-11\) as either discrete or continuous. Number of overdue accounts in a department store at a particular time

Identify the random variables in Exercises \(2-11\) as either discrete or continuous. Number of aircraft near-collisions in a year

Talking or texting on your cell phone can be hazardous to your health! A snapshot in USA Today reports that approximately \(23 \%\) of cell phone owners have walked into someone or something while talking on their phones. A random sample of \(n=8\) cell phone owners were asked if they had ever walked into something or someone while talking on their cell phone. The following printout shows the cumulative and individual probabilities for a binomial random variable with \(n=8\) and \(p=.23 .\) Cumulative Distribution Function Binomial with \(\mathrm{n}=8\) and \(\mathrm{p}=0.23\) $$ \begin{array}{rl} \text { X } & P(X \leq X) \\ \hline 0 & 0.12357 \\ 1 & 0.41887 \\ 2 & 0.72758 \\ 3 & 0.91201 \\ 4 & 0.98087 \\ 5 & 0.99732 \\ 6 & 0.99978 \\ 7 & 0.99999 \\ 8 & 1.00000 \end{array} $$ Probability Density Function Binomial with \(n=8\) and \(p=0.23\) $$ \begin{aligned} &\begin{array}{cc} x & P(X=x) \\ \hline 0 & 0.123574 \end{array}\\\ &\begin{array}{l} 0 & 0.123574 \\ 1 & 0.295293 \\ 2 & 0.308715 \\ 3 & 0.184427 \\ 4 & 0.068861 \\ 5 & 0.016455 \\ 6 & 0.002458 \\ 7 & 0.000210 \\ 8 & 0.000008 \end{array} \end{aligned} $$ a. Use the binomial formula to find the probability that one of the eight have walked into someone or something while talking on their cell phone. b. Confirm the results of part a using the printout. c. What is the probability that at least two of the eight have walked into someone or something while talking on their cell phone.

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