midterm 2 Flashcards
Normal probability distribution
total area under the curve is 1.0
curve is symmetric about the mean
two tails of the curve extend indefinately
standard normal distribution
µ = 0 ø = 1
population distribution
probability distribution of the population data
sampling distribution
The probability distribution of a sample statistic
estimation
The assignment of values to a population parameter based on a value of the corresponding sample statistic
estimator
sample statistic used to estimate a population parameter
estimate
the values assigned to a population parameter based on the value of a sample statistic
point estimate
the value of a sample statistic that is used to estimate a population parameter
interval estimation
an interval is constructed around the point estimate and it is stated that this interval is likely to contain the corresponding population parameter
margin of error
the number we add to and subtract from the point estimate
confidence level
quantifies the chance that an interval contains the unknown population parameter
t distributions have
more area in the tails than standard normal distributions
alternative hypothesis
a claim about a population parameter that will be declared true if the null hypothesis is declared to be true
type I error
when a true null hypothesis is rejected
å = P(H0 is rejected|H0 is true)
type II error
when a false null hypothesis is not rejected
ß = P(H0 is rejected|H0 is true)