Math Problem Statement

Given a binomial distribution in which the probability of success is 0.57 and the number of trials is 15, what is the probability for each of the following:

(Round your answers to 3 decimal places)

a) Getting exactly 13 successes?

Number

b) Getting more than 13 successes?

Number

c) Getting less than or equal to 13 successes?

Number

Solution

To solve the given problems involving a binomial distribution, we need to use the binomial probability formula and cumulative distribution function (CDF).

Given:

  • The probability of success (pp) = 0.57
  • The number of trials (nn) = 15

The binomial probability formula for exactly kk successes is given by: P(X=k)=(nk)pk(1p)nkP(X = k) = \binom{n}{k} p^k (1 - p)^{n - k}

where (nk)\binom{n}{k} is the binomial coefficient: (nk)=n!k!(nk)!\binom{n}{k} = \frac{n!}{k!(n - k)!}

a) Getting exactly 13 successes

Using the formula: P(X=13)=(1513)(0.57)13(0.43)2P(X = 13) = \binom{15}{13} (0.57)^{13} (0.43)^{2}

First, calculate

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Math Problem Analysis

Mathematical Concepts

Binomial Distribution
Probability

Formulas

Binomial probability formula
Binomial coefficient

Theorems

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Suitable Grade Level

High School