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Last Updated: Aug 30, 2026
No. of Questions: 125 Questions & Answers with Testing Engine
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| Section | Objectives |
|---|---|
| Topic 1: Probability and Statistical Inference | - Sampling methods and sampling error - Probability concepts and distributions |
| Topic 2: Hypothesis Testing | - t-tests, chi-square tests, and significance testing - Null and alternative hypotheses |
| Topic 3: Regression and Correlation Analysis | - Interpreting correlation and causation - Linear regression modeling |
| Topic 4: Decision Making Models | - Risk and uncertainty in decision-making - Decision trees and expected value analysis |
| Topic 5: Data Fundamentals and Business Analytics | - Data types and data collection methods - Descriptive statistics (mean, median, variance, standard deviation) |
Question 1
A digital marketing manager wants to determine whether conversion rates from the company's latest email campaign are about the same as the industry average or significantly different. Which statistical concept should be used to measure the data set?
A. Bell curve
B. Median
C. Standard deviation
D. Mean
Question 2
Why is quantitative analysis important to the decision-making process?
A. It examines and describes large sets of data.
B. It provides definable metric-analysis surveys.
C. It creates a risk-management dashboard.
D. It increases the experience of top management.
Question 3
A county government wants to start a cost-effective recycling program. How can the county apply data analytic approaches to attain this goal?
A. By analyzing budgetary impacts of county contracts
B. By benchmarking similar strategies of other counties
C. By conducting best practices research regarding audit performance
D. By aligning fund allocations with the number of department employees
Question 4
Which exam type compares one student's performance on a test to other students' performance?
A. An ad hoc test
B. A criterion-referenced test
C. A norm-referenced test
D. An essay test
Question 5
A researcher notes that people who exercise daily tend to sleep better. The researcher then asks subjects to keep a sleep diary and record the number of hours they sleep each night. Some diaries have few entries, but the subjects claim they are well rested. Which type of error is represented in this research?
A. Cause-and-effect confusion
B. Lack of blinding
C. Conscious bias
D. Response bias
Solutions:
| Question 1 Answer: C | Question 2 Answer: A | Question 3 Answer: B | Question 4 Answer: C | Question 5 Answer: D |
Harriet
Justin
Maximilian
Payne
Spencer
Will
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