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This is the Central Limit Theorem.

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Q: The mean of a sampling distribution is equal to the mean of the underlying population?
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When the population standard deviation is unknown the sampling distribution is equal to what?

The answer will depend on the underlying distribution for the variable. You may not simply assume that the distribution is normal.


What is the mean of the sampling distribution equal to?

The mean of the sampling distribution is the population mean.


What is the distribution of values taken by a statistic in all possible samples of equal size from the same population?

It is the sampling distribution of that variable.


What is the standard error of the sampling distribution equal to when you do not know the population standard deviation?

You calculate the standard error using the data.


What type of sampling uses a fair representation of the population?

Simple random sampling gives you are fair representation of the population. Every member of the population has an equal chance of being chosen.


What is sampling procedure?

Sampling has multiple meanings depending on the domain of work:Statistics - Sampling is selecting a subset of population from within the population to estimate the characteristics of the whole population.There are two different types of Sampling Procedure;1. Probability2. Non ProbabilityProbability sampling methods ensures that there is an equal possibility for each individual in a population to get selected.Non Probability method targets specific individuals.


How can sampling error be reduced?

The best way to reduce sampling error is to use random sampling in the study. This means selecting the population to study through a random process. This will ensure that each member of the population under study has an equal chance of being selected.


When every individual in a large population has a small but equal chance of being included in a survey researchers are using a procedure known as?

Random Sampling


What does it mean if the standard error is equal to the mean?

Nothing, really. You may be able to say more if you knew what the underlying distribution was.


When all the items in a population have an equal chance orocesss f being selected for a sample the process is called?

Random Sampling.


Is the F distribution used to test whether two samples are from population with equal variances?

It can be used for that purpose.


What is optimum theory of population?

optimum population is the population which allows equal distribution of goods and services among the people of a region or country by considering environmental and social values.