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Multiple Choice
Which statement best defines a competency in the context of statistics?
A
A competency is the process of collecting raw data from surveys.
B
A competency is a specific formula used to calculate probability.
C
A competency is a type of statistical graph used to display data.
D
A competency is the ability to apply statistical knowledge and skills effectively to solve problems.
Verified step by step guidance
1
Step 1: Understand the term 'competency' in the context of statistics. Competency refers to the ability to effectively apply statistical knowledge and skills to solve problems, rather than focusing on specific tools or methods like data collection, formulas, or graphs.
Step 2: Analyze the given options. Option A refers to data collection, which is a process rather than a competency. Option B refers to a formula, which is a tool used in statistics but does not define competency. Option C refers to a graph, which is a visualization tool, not a competency.
Step 3: Compare the correct answer provided in the problem with the definition of competency. The correct answer aligns with the idea that competency involves applying knowledge and skills effectively.
Step 4: Recognize that competency is broader than individual tools or processes. It encompasses the ability to understand, interpret, and use statistical concepts to address real-world business problems.
Step 5: Conclude that the correct answer is: 'A competency is the ability to apply statistical knowledge and skills effectively to solve problems,' as it captures the essence of what competency means in the context of statistics.