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Which of the following sets includes the four key components in signal detection theory?

A
  

Errors, hits, speed, and accuracy

B
  

Speed, accuracy, power, and false alarm

C
  

Hit, miss, correct rejection, and false alarm

D
  

Acuity, efficacy, speed, and power

Correct Answer: C

Hit, miss, correct rejection, and false alarm

  • Signal detection theory (SDT) describes how we judge whether a stimulus (signal) is present under uncertain conditions.
  • It is not just concerned with accuracy, but also with the consequences of decisions, making it useful in psychology and perception studies.
  • These four main elements arise from the interaction between signal presence and the observer’s response.
  • Hit: The signal is present and correctly detected.
  • Miss: The signal is present but not detected.
  • False alarm: The observer reports a signal when it is absent.
  • Correct rejection: The signal is absent and correctly identified as absent.
  • These outcomes help in the computation of sensitivity (d′) and decision criterion (bias).
  • SDT is a better model because it separates perceptual ability from response strategy, leading to more accurate analysis.

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