Sampling (statistical) error occurs because samples are only a subset of the total population. Group of answer choicesTrueFalse
Question
Sampling (statistical) error occurs because samples are only a subset of the total population. Group of answer choicesTrueFalse
Solution
Sampling (statistical) error occurs because samples are only a subset of the total population.
Step 1: Understand the concept of sampling error. Sampling error refers to the discrepancy or difference between the characteristics or values observed in a sample and the true characteristics or values of the entire population.
Step 2: Recognize that sampling error arises due to the fact that it is often impractical or impossible to collect data from an entire population. Instead, researchers select a smaller group, known as a sample, to represent the larger population.
Step 3: Understand that because samples are only a subset of the total population, there is a chance that the characteristics or values observed in the sample may not accurately reflect the true characteristics or values of the entire population.
Step 4: Realize that sampling error can occur in various forms. It can be influenced by factors such as the size of the sample, the sampling method used, and the variability within the population.
Step 5: Acknowledge that sampling error
Similar Questions
define Sampling Error in statistics
A _______ sample does not represent the entire population from which it was selected. quantitativerandomrepresentativebiased
Choose the correct option regarding the sampling method?(1 Point)a) the sample is the population’s partb) it helps in determining sampling errorc) sampling saves money, time, and energyd) all these options are correct
Which of the following best describes sampling bias?Group of answer choicesThe systematic error introduced by researchers during data analysis.The tendency of a sample to contain too few observations.The unintentional favoring or exclusion of certain groups within a population during the sample selection process.The process of randomly selecting individuals from a population for a study.The process of selecting a representative subset of a population for a study.
Which of the following is TRUE about a sampling frame?Group of answer choicesit could be a subset of the population (i.e., not necessarily EVERY person in the population)it is created after we randomly sample the populationit is always a list of every individual in the populationit is smaller than the sample we get
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