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If the sample is not representative of the population, then the characteristics

of the sample are not the characteristics of the population.

Example:

If I want to estimate the percentage of the population that are men, and my

sample is the school's football team, my estimate would be that 100% of the

population is comprised of men. What went wrong with my survey ? Simple.

The football team is not a representative sample of the population, at least

not as regards gender.

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Q: Why is it so important to have a representative sample?
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Why is it important for a sample to be representative?

It is important for a sample to be representative, so that the whole population's view is counted, and not biased by one particular group within the population.


Which of these best describes why it is so important to have a representative sample?

To generalize results from the sample population to the target population.


Why is obtaining a representative sample important?

Many statistical statements for a population which are based on a sample are not valid if the sample is not representative.


Why is it important to have a representative sample when doing surveys?

Because without representative sample, your results will not be valid.


What is difference between sample and representative sample?

A sample is any subset of the total population. A representative sample is one that is chosen so that its characteristics are similar to that of the population.


Why is important that a sample be random and representative when conducting hypothesis testing?

It helps you nawser


What is relations between representative sample and population?

A representative sample is a randomly selected subset of the population.


What You decide you want your sample to be representative of the population. Which sampling process would provide the most representative sample?

A simple random sample.


If it has similar characteristics as the population the sample is termed?

It is called a representative sample.


What is a representative sample?

A sample that accurately reflects the characteristics of the population as a whole


The most important step to ensure accuracy in a sample is?

The most important step to ensure accuracy in a sample is random selection. By randomly choosing samples from the population, you minimize bias and increase the likelihood that your sample is representative of the entire population. This helps to draw reliable conclusions and make valid inferences based on the sample data.


What is the importance of a representative sample?

Well, if your sample does not represent the larger sample, you'll certainly not get a valid result ... For example, if you're studying pregnancy and your sample includes men - The whole idea of "representative' sample is fuzzy and often gives interesting errors.