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Exercise: Variance and Standard Devia... · Q18
Q.

Find the variance and standard deviation of the discrete frequency distribution:

xix_i48121620
fif_i36663
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Concept understanding — Variance and Standard Deviation for Grouped Data

For grouped data, variance and standard deviation are computed by weighting each squared deviation by its frequency: σ2=1N∑fi(xi−xˉ)2\sigma^2=\dfrac1N\sum f_i(x_i-\bar x)^2, where xix_i is the value (discrete distribution) or class midpoint (continuous distribution) and N=∑fiN=\sum f_i. The computational shortcut extends directly, σ2=1N∑fixi2−xˉ2\sigma^2=\dfrac1N\sum f_ix_i^2-\bar x^2, needing only the two running totals ∑fixi\sum f_ix_i and $\sum f_ix_i^2 …

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