chapter 5 (inferential statistics) Flashcards
parameters
characteristic of a population
representative
quality a sample is said to have is it reproduces the major characteristics of the population it was drawn from.
EPSEM
the Equal Probability of SElection Method for selecting samples. every element/case in pop must have equal probability of selection for sample. most common technique is srs.
simple random sample
method for choosing cases from a pop in which every case has an equal chance of being included.
sampling distribution
distribution of a statistic for all possible sample outcomes of a certain size. under conditions specified in two theorems, the sampling distribution is normal in shape, with mean equal to the population value and standard deviation equal to the population standard deviation divided by the square root of n.
standard error
standard deviation of a sampling distribution. (pop standard deviation divided by the square root of n.)
central limit theorem
theorem that specifies the mean, standard deviation, and shape of the sampling distribution, given that the sample is large. removes constraint of normality in the population.