Sampling Error May Be Reduced by Increasing the Sample Size

question 1

True/False

Sampling error may be reduced by increasing the sample size but non-sampling error cannot be reduced by increasing the sample size.

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Definitions:

F-distribution

A probability distribution that arises in the analysis of variance (ANOVA), used to compare variances and determine statistical significance.

T-distribution

A probability distribution that arises when estimating the mean of a normally distributed population in situations where the sample size is small and the population variance is unknown.

Sampling Distribution

The probability distribution of a given statistic based on a random sample.

Independent Sample Variances

A measure of the variability in each of two or more independent samples, used in hypothesis testing to assess the assumption of equal variances.