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APA
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Education
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English (U.S.)
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Topic:
Type I and Type II Errors in Research: Occurences and Effects
Coursework Instructions:
Give an example of a situation in which you believe a Type I Error is more serious than a Type II Error. Give an example of a situation in which you believe a Type II Error is more serious than a Type I Error. In each case, why do you think so? Reference or cite if necessary
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Type I and Type II Errors
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Type I and Type II Errors
A Type I error occurs when the researcher rejects the null hypothesis despite it being true, providing a false-positive result. On the other hand, a Type II error occurs when the researcher fails to reject the null hypothesis when the alternative hypothesis is true, providing a false-negative result (El-gohary, 2019). Both these errors may significantly affect the overall results if committed during the statistical testing procedures. More so, in real life, each type of error could have a substantial impact since wrongful assumptions are made.
An instance where a Type I error may be serious involves giving a "guilty" verdict to a person in trial for a major crime such as murder, where the null hypothesis represents a "not guilty" verdict. Rejecting the null hypothesis would mean that the person is found guilty of murder. In this case, a Type I error would...
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