professor-curious-logo
professor-curious-logo
  1. AP Statistics
FlashcardFlashcard
Study GuideStudy GuideQuestion BankQuestion BankGlossaryGlossary

Explain the concept of skewness in a geometric distribution.

Geometric distributions are always skewed right because the probability of success decreases with each trial.

Flip to see [answer/question]
Flip to see [answer/question]
Revise later
SpaceTo flip
If confident

All Flashcards

Explain the concept of skewness in a geometric distribution.

Geometric distributions are always skewed right because the probability of success decreases with each trial.

Explain the meaning of the mean in a geometric distribution.

The mean (expected value) represents the average number of trials needed to achieve the first success.

Explain the meaning of standard deviation in a geometric distribution.

Standard deviation measures how much the number of trials typically varies from the mean number of trials until the first success.

What is the relationship between p and E(Y)?

The expected value is the inverse of the probability of success on each trial.

Describe the trials in geometric distribution.

Each trial is independent, meaning the outcome of one trial does not affect the outcome of any other trial.

What is the formula for the PMF of a geometric distribution?

P(Y=k)=(1−p)k−1∗pP(Y = k) = (1-p)^{k-1} * pP(Y=k)=(1−p)k−1∗p

What is the formula for the mean (expected value) of a geometric distribution?

E(Y)=1pE(Y) = \frac{1}{p}E(Y)=p1​

What is the formula for the standard deviation of a geometric distribution?

σY=1−pp2σ_Y = \sqrt{\frac{1-p}{p^2}}σY​=p21−p​​

Given p = 0.4, what is E(Y)?

E(Y) = 1/0.4 = 2.5

Given p = 0.5, what is the standard deviation?

σY=1−0.50.52=1σ_Y = \sqrt{\frac{1-0.5}{0.5^2}} = 1σY​=0.521−0.5​​=1

What is a geometric random variable?

Counts the number of trials needed to get the first success in a series of independent trials.

Define 'success' in a geometric distribution.

One of two possible outcomes in each independent trial, with a fixed probability p.

Define 'failure' in a geometric distribution.

The other possible outcome (besides success) in each independent trial, with a probability of 1-p.

What is the Probability Mass Function (PMF)?

The probability of the first success occurring on the kth trial.

What does geometricCDF(p, k) calculate?

Probability of the first success on or before trial k (cumulative probability).