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Mistake confusing response bias with nonresponse bias
Participation versus answers
Rule for nonresponse bias
People do not respond
Rule for response bias
People respond inaccurately
Why response bias was tempting
People answered the survey
What clue points to nonresponse bias
Many selected people never replied
What clue points to response bias
Answers may not be truthful
Mini example only 40 of 800 people respond
Nonresponse bias
Mini example people lie about exercise habits
Response bias
Memory tip for nonresponse bias
No response
Memory tip for response bias
Wrong response
Concept tested by histogram tail direction
Distribution shape
Rule for determining skewness
Follow the tail
Mistake using the peak to find skewness
Peak does not matter
Why skewed left was tempting
Peak was on the right
Question clue for skewness
Find the longer tail
Mini example tail stretches toward high values
Skewed right
Mini example tail stretches toward low values
Skewed left
Memory tip for skewness
Tail tells the tale
Concept tested by degrees of freedom
Sample formulas
Rule for sample variance denominator
n minus 1
Rule for sample standard deviation denominator
n minus 1
Mistake using n instead of n minus 1
Forgot degrees of freedom
Question clue for n minus 1
Sample
Question clue for n
Population
Mini example sample size 10 denominator
9
Memory tip for sample formulas
Sample subtract one