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What is the objective of Section 1.2 in MAT 157 Statistics?
Introduce the process of random sampling.
What is a census in data collection?
A method to obtain the information for the entire population of interest.
What is the difference between sampling and census?
Sampling obtains information for a smaller subset of the population, while a census gathers information for the entire population.
What is a representative sample?
A sample that is made up of the same elements that make up the population in similar proportions.
What is selection bias?
A problem in choosing a sample where the data is biased towards a certain group, leading to unrepresentative outcomes.
What is probability sampling?
A method that uses a random device to select a sample, helping to eliminate bias.
Define Simple Random Sampling (SRS).
A sampling procedure in which each possible sample of a given size is equally likely to be the one obtained.
What does SRSWR stand for?
Simple Random Sampling With Replacement.
Give an example of SRS without Replacement.
Picking a winning lottery ticket where the ticket is not returned for future selections.
What is a random number table used for?
To randomly select subjects from a larger population.
How can technology assist in random sampling?
Technology can provide random number generators, making selection faster and easier.