- CFA Exams
- CFA Level I Exam
- Study Session 3. Quantitative Methods (2)
- Reading 10. Sampling and Estimation
- Subject 7. Common Biases in Sampling Methods
CFA Practice Question
An examination of the historical performance of stocks currently trading on major stock exchanges will likely suffer from ______.
A. survivorship bias
B. time-period bias
C. sample selection bias
Explanation: Survivorship bias is a type of sample selection bias in which entities that dropped out of the study during the study period are excluded. Consequently, an analysis of historical performances of stocks must take into account those in existence at the beginning of the period. If they drop out during the study period, then a total loss on those shares should be factored into the historical performance of the group of stocks. By selecting only those currently trading (i.e., the survivors), we ignore the poor performance of those that dropped out.
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