Unit 6 Flashcards
What 2 things must you have been given in a question to know you have a binomial distribution?
- n and p.`
What do all binomial distributions have?
- Only two possible results: yes or no.
- Must know the sample size, or number of trials given (n).
- Must know the probability of the number of “yeses” (p)
Sample size =
s
Probability of a yes =
p
The number of yeses =
x
Examples of binomial distributions:
- “You are rolling a fair die”
- “You are tossing a fair coin”
- “You are guessing on a test”
What given formula do you use for binomial distributions?
n choose k.
How can we tell if the random variable X has an approximately normal distribution?
If np is greater or equal to 10, and if n(1-p) is greater than 10.
What can we do if we know X has an approximately normal distribution?
We can change x-scores into z-scores using table A.
How do you calculate mean of x in a binomial distribution?
np
How do you calculate standard deviation of x in a binomial distribution?
square root of np(1-p)
How to solve a binomial probability using the normal approximation:
- Find mean (np) and s.d. (square root of np(1-p))
- Draw an x-bell curve entered at the mean and shade the region of interest (The x-values boxed in your sample space)
- Use a standardizing formula to get z (z=x-mean/s.d)
- Use table A to find the probability.
When estimating a SAMPLE proportion, we use p hat, what is the formula to get p hat?
ie. “a random sample of 1000 dentists found 330 use crews toothpaste”
p hat = x/n
As sample size (n) gets larger, the distribution of p hat becomes __________.
More and more bell shaped.
What is the law of large numbers?
The spread of distribution gets narrower as n gets larger.