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Mathematics
Mathematics
Problem
Prove that for
n
n
n
observations
x
1
,
x
2
,
…
,
x
n
x_1, x_2, \dots, x_n
x
1
,
x
2
,
…
,
x
n
with arithmetic mean
x
ˉ
\bar{x}
x
ˉ
, the variance can be expressed as
σ
2
=
1
n
∑
i
=
1
n
x
i
2
−
x
ˉ
2
.
\sigma^2 = \frac{1}{n}\sum_{i=1}^{n} x_i^{2} - \bar{x}^{2}.
σ
2
=
n
1
i
=
1
∑
n
x
i
2
−
x
ˉ
2
.
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