Standard Error is used primarily in which of the following?Question 1Answera.Estimating the population mean from the sample mean.b.Determining the range of sample means.c.Calculating the variance of a sample.d.Measuring the effect size of an experiment.
Question
Standard Error is used primarily in which of the following?Question 1Answera.Estimating the population mean from the sample mean.b.Determining the range of sample means.c.Calculating the variance of a sample.d.Measuring the effect size of an experiment.
Solution
The Standard Error is primarily used in estimating the population mean from the sample mean. Here's a step-by-step explanation:
-
Collect a sample from your population: The first step in this process is to collect a sample from the population you're interested in. This sample should be randomly selected to avoid bias.
-
Calculate the sample mean: Once you have your sample, calculate the mean (average) of this sample. This is done by adding up all the values in the sample and then dividing by the number of values.
-
Estimate the population mean: The sample mean is used as an estimate of the population mean. However, because it is based on a sample and not the entire population, there is some uncertainty associated with this estimate.
-
Calculate the Standard Error: The Standard Error is a measure of this uncertainty. It is calculated by taking the standard deviation of the sample and dividing it by the square root of the sample size. The smaller the Standard Error, the closer the sample mean is likely to be to the population mean.
-
Use the Standard Error: The Standard Error can be used to create a confidence interval around the sample mean. This interval gives a range of values that the population mean is likely to fall within.
So, the correct answer is a. Estimating the population mean from the sample mean.
Similar Questions
Which of the following is an estimate of the standard error of the mean?Group of answer choicesThe standard deviation of returns divided by the square root of the number of observationsThe average annual rate of return divided by the square root of the number of observationsThe variance of returns divided by the square root of the number of observationsThe variance divided by the number of observations
The standard deviation of a sampled population is also called the standard error of the sample mean.Group of answer choicesTrueFalse
Which of the following is used when calculating the sample standard deviation? Check all that apply.Sample SizeModeMedianMeanRange
29.The standard deviation of the sample means is equal to which of the following? A. population standard deviation divided by the square root of n (sample size) B. sample standard deviation divided by n (sample size) C. sample standard deviation divided by the square root of n (sample size) D. population standard deviation divided by n (sample size)
Which one of the following is incorrect standard deviation of a sample is a parameter mean of a population is a parameter mean of a sample is a statistic standard deviation of population is a parameter
Upgrade your grade with Knowee
Get personalized homework help. Review tough concepts in more detail, or go deeper into your topic by exploring other relevant questions.