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    Arrange the following in terms of increasing range of values they can take: (A) Coefficient of determination (B) Sum of the deviations about mean (
    Question



    Arrange the following in terms of increasing range of values they can take:
    (A) Coefficient of determination (B) Sum of the deviations about mean (C) Standard normal variate (D) Coefficient of correlation
    Choose the correct answer from the options given below:

    A.

    (A), (B), (C), (D)

    B.

    (B), (C), (D), (A)

    C.

    (A), (C), (D), (B)

    D.

    (B), (A), (D), (C)

    Correct option is D

    Explanation:
    Let’s analyze the range of each statistic:
    · (B) Sum of the deviations about the mean
    · Always equals zero.
    · Range = 0 → Lowest range
    · (A) Coefficient of determination (R²)
    · Measures the proportion of variance explained by a regression model.
    · Range: 0 to 1 → Small positive range
    · (D) Coefficient of correlation (r)
    · Measures strength and direction of linear relationship.
    · Range: -1 to +1 → Wider than R²
    · (C) Standard normal variate (Z)
    · Values follow a normal distribution with mean 0 and std dev 1.
    · Range: theoretically −∞ to +∞ → Widest range
    Additional Information:
    · Option (4) correctly orders them by increasing range:
    · (B) → (A) → (D) → (C)
    · All other options fail to correctly represent the scale of values.

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