Math Problem Statement
Suppose a random variable, x, arises from a binomial experiment. If n = 14, and p = 0.13, find the P(X ≤ 3) using Excel. Round answer to 4 decimal places.
Solution
To find for a binomial distribution with and , follow these steps using Excel:
-
Open Excel.
-
Use the BINOM.DIST function to calculate the cumulative probability for .
The syntax for the function is:
=BINOM.DIST(3, 14, 0.13, TRUE)
Where:
3
is the number of successes (for ).14
is the number of trials.0.13
is the probability of success in each trial.TRUE
calculates the cumulative probability up to 3.
-
After entering the formula, press Enter. The result will be the probability rounded to four decimal places.
The probability value should be approximately:
Would you like more details on how this formula works or clarification?
Related Questions:
- How is the binomial distribution different from other discrete distributions?
- What is the significance of using cumulative probability in binomial experiments?
- How would the probability change if increased while remained constant?
- Can we approximate a binomial distribution to a normal distribution, and under what conditions?
- How can the concept of expected value be applied to binomial distributions?
Tip: When working with probabilities in Excel, always use cumulative functions (like TRUE
in BINOM.DIST
) to compute values for scenarios.
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Math Problem Analysis
Mathematical Concepts
Probability
Binomial Distribution
Formulas
P(X ≤ k) = BINOM.DIST(k, n, p, TRUE)
Theorems
Binomial Theorem
Suitable Grade Level
College level or advanced high school (Grades 11-12)
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