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The answer depends on what X is meant to represent.

Q: What is the value of X when 5.3268g sample of alum is heated and all the water is lost leaving 2.900?

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It is a value calculated from the sample values only.It is a value calculated from the sample values only.It is a value calculated from the sample values only.It is a value calculated from the sample values only.

The size of the sample should not affect the critical value.

no

Data gathering in two different samples such that there is matching of the first sample data drawn and a corresponding data value in the second sample.

Matched Samples

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If the sample is not heated to dryness, the reported value for total solids will be lower than the actual value. This is because the remaining moisture in the sample will contribute to the weight measured, erroneously inflating the value for total solids.

It is a value calculated from the sample values only.It is a value calculated from the sample values only.It is a value calculated from the sample values only.It is a value calculated from the sample values only.

there is a matching of the first sample data drawn and a corresponding data value in the second sample data.

A numerical value calculated for a sample is called a descriptive statistic.

The mean of a sample is a single value and so its distribution is a single value with probability 1.

It will be invaluable if (when) you need to calculate sample correlation coefficient, but otherwise, it has pretty much no value.

The size of the sample should not affect the critical value.

You have not defined M, but I will consider it is a statistic of the sample. For an random sample, the expected value of a statistic, will be a closer approximation to the parameter value of the population as the sample size increases. In more mathematical language, the measures of dispersion (standard deviation or variance) from the calculated statistic are expected to decrease as the sample size increases.

The population mean is the mean value of the entire population. Contrast this with sample mean, which is the mean value of a sample of the population.

sampl statistics

yes

No such thing as a 'sample dime'. Be specific and post new question.