DP Math AI · HL / SL · Statistics and Probability

SL 4.9—Normal distribution

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  1. Question 1

    Which of the following correctly describes a property of the normal distribution curve?
    No clue? Show me the answer
    Correct answerCorrect!Incorrect
    AThe curve is symmetric about x=μ and the tails never touch the x-axis

    Step-by-step walkthrough

    Choose a solution method

    Method #1Worked solution

    Step 1: Recall key properties

    The normal distribution is symmetric about x=μ, 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 σ.

    Step 3: Match to option

    Option B correctly states symmetry about μ and the asymptotic tails.

    Method #2Why the others are wrong

    Step 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 σ, since it represents total probability.

  2. Question 2

    Adult female heights are normally distributed with mean μ=162 cm and standard deviation σ=6 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 answerCorrect!Incorrect
    B68%

    Step-by-step walkthrough

    Choose a solution method

    Method #1Worked solution

    Step 1: Find the range in terms of sigma

    156=162−6=μ−σ and 168=162+6=μ+σ.

    Step 2: Apply the empirical rule

    The range μ±1σ 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 wrong

    Step 1: Option B

    95% corresponds to μ±2σ, i.e. 150 cm to 174 cm, not this range.

    Step 2: Option C

    99.7% corresponds to μ±3σ, a much wider range.

    Step 3: Option D

    50% would be a misunderstanding treating the distribution as uniform, ignoring the empirical rule.

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← Previous topicSL 4.8—Binomial distributionNext topic →SL 4.10—Spearman’s rank correlation coefficient
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