What to know
Identify the rule, formula, or decision criterion before reading the answer choices. CFA Level I distractors often use the right vocabulary with the wrong condition.
Statistical Measures of Asset Returns is part of CFA Level I Quantitative Methods. Quantitative Methods questions emphasize time value of money, probability, sampling, hypothesis testing, regression, and return statistics. Use this page to review the controlling ideas, then work through 9 questions with answer explanations and common traps.
Review the worked explanations before moving into adaptive practice. The app version can mix this topic with due reviews and weak related concepts.
Practice this topicIdentify the rule, formula, or decision criterion before reading the answer choices. CFA Level I distractors often use the right vocabulary with the wrong condition.
Work each item under time pressure, then compare your reasoning with the step-by-step explanation and key takeaway.
Missed questions should become scheduled reviews when the error comes from a concept gap, formula setup, or answer-choice trap.
Statistical Measures of Asset Returns
For the return series 2%, 4%, 4%, 9%, and 11%, the median return is:
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The measure of central tendency most appropriate for averaging purchase prices when the same currency amount is invested each period is the:
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A sample variance calculation uses n - 1 in the denominator primarily to:
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A portfolio consists of 40% in Asset X with expected return 6% and 60% in Asset Y with expected return 11%. The weighted mean return is closest to:
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For sample returns of 2%, 4%, 6%, and 8%, the sample standard deviation is closest to:
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An investment has expected return of 8% and standard deviation of 12%. Its coefficient of variation is closest to:
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A return distribution has a long left tail and excess kurtosis greater than zero. The distribution is best described as:
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Using a target return of 0% and the sample target downside deviation formula with n - 1 in the denominator, the target downside deviation for returns of -6%, -2%, 3%, and 7% is closest to:
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A covariance of returns is positive. The most accurate interpretation is that the two return series tend to:
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