Free INFORMS aCAP Exam Questions

Become INFORMS Certified with updated aCAP exam questions and correct answers

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Total 596 Questions | Updated On: Jun 03, 2025

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Question 1

What is the main goal of an analytics process design?

A : To collect as much data as possible

B : To ensure the process is efficient and effective

C : To use the latest technology

D : To involve as many stakeholders as possible

Answer: B

Question 2

What should be documented during the translation process?

A : Data cleaning methods

B : Assumptions and limitations

C : Model selection criteria

D : Visualization preferences

Answer: B

Question 3

Which technique is commonly used for predicting future values based on historical data?

A : Regression analysis

B : Data clustering

C : Principal Component Analysis (PCA)

D : Hypothesis testing

Answer: A

Question 4

How does "stratified sampling" improve model training?

A : By ensuring each class is represented proportionally in the sample

B : By reducing the size of the dataset

C : By increasing the number of features

D : By simplifying the model architecture

Answer: A

Question 5

What is the purpose of checking for influential data points in regression models?

A : To increase data volume

B : To identify data points that disproportionately affect the model

C : To simplify data preparation

D : To test for normality of residuals

Answer: B

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Total 596 Questions | Updated On: Jun 03, 2025

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