Chapter 1: The Nature of Statistics Flashcards
descriptive statistics
methods of organizing and summarizing information
inferential statistics
methods for measuring the reliability of conclusions about a population based on info obtained from a sample
population
collection of all individuals or items under consideration in a statistical study
sample
part of the population from which information is obtained
observational study
researchers observe characteristics and take measurements (e.g. sample survey)
designed experiment
researchers impose treatments and controls and observe characteristics and take measurements (e.g. clinical trial)
Observational studies can reveal only ______, whereas designed experiments can help establish ______.
association; causation
census
obtains information for an entire population of interest
representative sample
reflects the relevant characteristics of the population under consideration
probability sampling
random device is used to decide which members of the population will constitute the sample. Used instead of human judgement to reduce bias
simple random sampling
procedure in which each possible sample of a given size is equally likely to be the one obtained
simple random sample
sample obtained by simple random sampling
simple random sampling with replacement (SRSWR)
a member of the population can be selected more than once
simple random sampling without replacement (SRS)
member of the population can be selected at most once
Random-number generators
programs to obtain simple random samples. Users should aware of whether a program provides SRSWR or SRS