nerdexam
CompTIA

DA0-001 · Question #257

Which of the following inferential statistical methods would be used to determine if there is a significant difference between the means of two groups?

The correct answer is D. t-test. To determine if there is a significant difference between the means of two groups, a t-test is the appropriate inferential statistical method.

Data Analysis

Question

Which of the following inferential statistical methods would be used to determine if there is a significant difference between the means of two groups?

Options

  • Ap-value
  • BZ-score
  • CChi-squared test
  • Dt-test

How the community answered

(35 responses)
  • A
    3% (1)
  • B
    6% (2)
  • D
    91% (32)

Why each option

To determine if there is a significant difference between the means of two groups, a t-test is the appropriate inferential statistical method.

Ap-value

A p-value is a probability value that helps determine the significance of the results of a statistical test, but it is not a test itself for comparing means.

BZ-score

A Z-score measures how many standard deviations an element is from the mean, typically used for individual data points in a known population, not for comparing means of two groups.

CChi-squared test

A Chi-squared test is used to determine if there is a significant association between two categorical variables, not for comparing the means of two numerical groups.

Dt-testCorrect

A t-test is a statistical hypothesis test used to determine if there is a significant difference between the means of two groups, especially when the variances of the two populations are unknown or the sample sizes are small. It calculates a t-statistic and uses it to find a p-value to assess the significance of the difference.

Concept tested: Inferential statistical methods - comparing means

Topics

#Inferential statistics#t-test#Hypothesis testing#Comparing means

Community Discussion

No community discussion yet for this question.

Full DA0-001 Practice