7.2.4 Varians dan Sisihan Piawai bagi Data Terkumpul

(A) Data Terkumpul (tanpa Selang Kelas)

Varians, σ^{2} = \frac{\sum f x^{2}}{\sum f} - {\bar{x}}^{2}

Sisihan piawai, σ = \sqrt{varians}

Contoh 1:

Data di bawah menunjukkan bilangan kanak-kanak oleh 30 keluarga:

Bilangan kanak-kanak	2	3	4	5	6	7	8
Kekerapan	6	8	5	3	3	3	2

Cari varians dan sisihan piawai bagi set data.

Penyelesaian:

\begin{array}{l} Min \bar{x} = \frac{\sum f x}{\sum f} \\ = \frac{(6) (2) + (8) (3) + (5) (4) + (3) (5) + (3) (6) + (3) (7) + (2) (8)}{6 + 8 + 5 + 3 + 3 + 3 + 2} \\ = \frac{126}{30} = 4.2 \\ \frac{\sum f x^{2}}{\sum f} \\ = \frac{(6) {(2)}^{2} + (8) {(3)}^{2} + (5) {(4)}^{2} + (3) {(5)}^{2} + (3) {(6)}^{2} + (3) {(7)}^{2} + (2) {(8)}^{2}}{6 + 8 + 5 + 3 + 3 + 3 + 2} \\ = \frac{634}{30} = 21.13 \end{array}

\begin{array}{l} Varians, σ^{2} = \frac{\sum f x^{2}}{\sum f} - {\bar{x}}^{2} \\ σ^{2} = 21.133 - {4.2}^{2} \\ σ^{2} = 3.493 \\ Sisihan piawai, σ = \sqrt{varians} \\ σ = \sqrt{3.493} \\ σ = 1 .869 \end{array}

(B) Data Terkumpul (dengan Selang Kelas)

Varians, σ^{2} = \frac{\sum f x^{2}}{\sum f} - {\bar{x}}^{2}

Sisihan piawai, σ = \sqrt{varians}

Contoh 2:

Hitung min gaji harian dan sisihan piawai.

Penyelesaian:

\begin{array}{l} Min \bar{x} = \frac{\sum f x}{\sum f} \\ Min gaji harian = \frac{1815}{100} = 18.15 \end{array}

\begin{array}{l} Varians, σ^{2} = \frac{\sum f x^{2}}{\sum f} - {\bar{x}}^{2} \\ Sisihan piawai, σ = \sqrt{varians} \\ σ^{2} = \frac{37185}{100} - {18.15}^{2} \\ σ^{2} = 42.43 \\ σ = \sqrt{42.43} \\ σ = 6 .514 \end{array}