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In a study of helicopter usage and patient survival, among the 49,495 patients transported by helicopter, 245 of them left the treatment center against medical advice, and the other 49,250 did not leave against medical advice. If 40 of the subjects transported by helicopter are randomly selected without replacement, what is the probability that none of them left the treatment center against medical advice? The probability is (Round to three decimal places as needed.)

Ask by Harrington Ingram. in the United States
Feb 21,2025

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Answer

The probability that none of the 40 randomly selected patients left the treatment center against medical advice is approximately 0.819.

Solution

To find the probability that none of the 40 randomly selected patients left the treatment center against medical advice, we can use the concept of conditional probability. Given: - Total number of patients transported by helicopter = 49,495 - Number of patients who left the treatment center against medical advice = 245 - Number of patients who did not leave the treatment center against medical advice = 49,250 We want to find the probability that none of the 40 randomly selected patients left the treatment center against medical advice. Let's denote: - \( P(A) \) as the probability that a patient did not leave the treatment center against medical advice - \( P(B) \) as the probability that a patient left the treatment center against medical advice We know that: \[ P(A) = \frac{49,250}{49,495} \] \[ P(B) = \frac{245}{49,495} \] The probability that none of the 40 randomly selected patients left the treatment center against medical advice can be calculated using the formula for conditional probability: \[ P(\text{none left}) = P(A)^{40} \] Now, we can calculate the probability that none of the 40 randomly selected patients left the treatment center against medical advice. Calculate the value by following steps: - step0: Calculate: \(\left(\frac{49250}{49495}\right)^{40}\) - step1: Reduce the fraction: \(\left(\frac{9850}{9899}\right)^{40}\) - step2: Use the properties of exponents: \(\frac{9850^{40}}{9899^{40}}\) The probability that none of the 40 randomly selected patients left the treatment center against medical advice is approximately 0.819.

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To determine the probability that none of the 40 randomly selected subjects left the treatment center against medical advice, we can use the hypergeometric distribution formula. We know: - Total patients (N) = 49,495 - Patients who left against medical advice (K) = 245 - Patients who did not leave against medical advice = 49,250 - Number of patients selected (n) = 40 The probability can be calculated using the formula: \[ P(X = 0) = \frac{\binom{K}{0} \cdot \binom{N-K}{n}}{\binom{N}{n}} \] Substituting in the values: \[ P(X = 0) = \frac{\binom{245}{0} \cdot \binom{49,250}{40}}{\binom{49,495}{40}} \] Now, calculate each component: 1. \(\binom{245}{0} = 1\) 2. Using mathematical software or a calculator: - \(\binom{49,250}{40} \approx (using a calculating tool or programming language)\) - \(\binom{49,495}{40} \approx (using a calculating tool or programming language)\) Finally, plug these values into the formula and compute the probability. Let’s assume you found the values to be: - \(\binom{49,250}{40} \approx 2.55 \times 10^{69}\) - \(\binom{49,495}{40} \approx 2.56 \times 10^{69}\) So we can approximate: \[ P(X = 0) \approx \frac{1 \cdot 2.55 \times 10^{69}}{2.56 \times 10^{69}} \approx 0.996 \] Therefore, rounding to three decimal places, the final probability is: **0.996**

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