Module 1: Intro To Statistics Flashcards
Unit, individual, element, or case
An object or person on which measurements are taken (single can of dog food)
A sample
A set of units chosen in some way from a population (entire set of 100 cans of dog food)
An observation
Is a measurement on a unit (the weight if a single can of dog food)
A data set
Is a collection of observations from a sample (or, rarely, from a population) (weight in grams of all 100 cans of dog food)
A population
Is the set of all units of interest - can be finite or infinite (the set of all cans of dog food that could possible be made - infinite)
Sample size
Refers to the number of units in the sample, often denoted as n (n=100)
Population size
Refers to the number of units in the population, often denoted as N (N=infinite)
A statistic
Is a characteristic of a sample (sample average or mean was 140g)
A parameter
Is a characteristic of a population (the mean quantity in gras of the dog food per can is the population mean, which is a parameter)
Simple random sampling
Each unit in the population has an equal chance (probability) of being selected, and that probability is 1/N (each Canadian citizen would have a 1 in 36 million (1/N) chance of being selected
SRS without replacement
Each unit in the population has an equal chance of being selected, and may be selected only be for the sample
SRS with replacement
Part of the sample does not change, even if the unit was previously select to be in the sample
Stratified random sampling
The population is divided into sections (‘strata’) and a simple random sample is selected from each stratum - typically done when a population can be divided easily based on some common characteristic (randomly selected from each province and territory)
Cluster random sampling
Construction of a sample via the use of groups (‘cluster’) - each cluster has an equal probability of being sampled - once a cluster is selected, a census is conducted within that cluster
Voluntary response sampling
Tend to be very biased, as people who respond (or do not respond) tend to fall into specific groups, and people who respond also have very strong opinions about the issue at hand