Question 1
Which of the following correctly describes a property of the normal distribution curve?No clue? Show me the answer
Correct answer
Correct!
IncorrectStep-by-step walkthrough
Choose a solution method
Method #1Worked solutionStep 1: Recall key properties
The normal distribution is symmetric about , has mean = median = mode, and the curve is asymptotic to the x-axis, never touching it.
Step 2: Check total area
The total area under any normal curve is always exactly 1, regardless of .
Step 3: Match to option
Option B correctly states symmetry about and the asymptotic tails.
Method #2Why the others are wrongStep 1: Option A
This describes tails touching the axis, which is the classic sketching error - tails only approach the axis asymptotically.
Step 2: Option C
In a normal distribution mean, median and mode are all equal, not just mode differing from mean.
Step 3: Option D
The total area is always 1 regardless of , since it represents total probability.
Question 2
Adult female heights are normally distributed with mean cm and standard deviation cm. Using the 68-95-99.7 rule, estimate the percentage of women with heights between 156 cm and 168 cm.No clue? Show me the answer
Correct answer
Correct!
IncorrectStep-by-step walkthrough
Choose a solution method
Method #1Worked solutionStep 1: Find the range in terms of sigma
and .
Step 2: Apply the empirical rule
The range corresponds to approximately 68% of the data.
Step 3: State answer
So approximately 68% of women have heights between 156 cm and 168 cm.
Method #2Why the others are wrongStep 1: Option B
95% corresponds to , i.e. 150 cm to 174 cm, not this range.
Step 2: Option C
99.7% corresponds to , a much wider range.
Step 3: Option D
50% would be a misunderstanding treating the distribution as uniform, ignoring the empirical rule.