The binomial distribution models the number of successes in independent trials, each with probability of success.
Conditions
- Fixed number of trials .
- Each trial: success (probability ) or failure (probability ).
- Trials are independent.
- is constant.
Formula
Mean and Variance
, .
Worked Example: Example 1
Problem
. Find .
.
Solution
Worked Example: Example 2
Problem
= sum of . Or use cumulative binomial tables.
Solution
Hypothesis Testing with Binomial
Test whether has changed from a claimed value using the binomial distribution as the test statistic.
Practice Problems
- . Find .
- Find and for .
- for .
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Key Takeaways
: trials, probability , independent.
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. .
