Unit 6 Flashcards

1
Q

What 2 things must you have been given in a question to know you have a binomial distribution?

A
  • n and p.`
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2
Q

What do all binomial distributions have?

A
  • 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)
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3
Q

Sample size =

A

s

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4
Q

Probability of a yes =

A

p

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5
Q

The number of yeses =

A

x

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6
Q

Examples of binomial distributions:

A
  • “You are rolling a fair die”
  • “You are tossing a fair coin”
  • “You are guessing on a test”
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7
Q

What given formula do you use for binomial distributions?

A

n choose k.

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8
Q

How can we tell if the random variable X has an approximately normal distribution?

A

If np is greater or equal to 10, and if n(1-p) is greater than 10.

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9
Q

What can we do if we know X has an approximately normal distribution?

A

We can change x-scores into z-scores using table A.

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10
Q

How do you calculate mean of x in a binomial distribution?

A

np

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11
Q

How do you calculate standard deviation of x in a binomial distribution?

A

square root of np(1-p)

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12
Q

How to solve a binomial probability using the normal approximation:

A
  • 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.
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13
Q

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”

A

p hat = x/n

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14
Q

As sample size (n) gets larger, the distribution of p hat becomes __________.

A

More and more bell shaped.

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15
Q

What is the law of large numbers?

A

The spread of distribution gets narrower as n gets larger.

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16
Q

Formula for standardizing p hat into a z-score * given *:

A

Formula 5:

z = p hat - p / square root of p(1-p)/n