Question:

The diameters of circles (in mm) drawn in a design are given below

DiametersNo. of children
33-3615
37-4017
41-4421
45-4822
49-5225

Updated On: Jul 11, 2024
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Solution and Explanation

Class IntervalFrequency \(f_i\)\(mid-point\,x_i\)\(y_i=\frac{x_i-42.5}{4}\)\(f_i^2\)\(f_iy_i\)\(f_iy_1^2\)
32.5-36.51534.5-24-3060
36.5-40.51738.5-11-1717
40.5-44.52142.50000
44.5-48.52246.5112222
48.5-52.52550.52450100
 100   25199

Here, N = 100, h = 4 

Let the assumed mean, A, be 42.5

Mean, \(\bar{x}=A\frac{\sum_{i=1}^5f_ix_i}{n}×h=42.5+\frac{25}{100}×4=43.5\) 

Variance (σ2) = \(\frac{h^2}{N^2}[N\sum_{i=1}^5f_iy_i^2-(\sum_{i=1}^5f_iy_i)^2]\)

\(=\frac{16}{10000}[100×199-(25)^2]\)

\(=\frac{16}{10000}[19900-625]\)

\(=\frac{16}{1000}×19275\)

\(=30.84\)

\(Standard\,\,deviation\.(σ) =5.55\)

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Concepts Used:

Variance and Standard Deviation

Variance:

According to layman’s words, the variance is a measure of how far a set of data are dispersed out from their mean or average value. It is denoted as ‘σ2’.

Variance Formula:

Read More: Difference Between Variance and Standard Deviation

Standard Deviation:

The spread of statistical data is measured by the standard deviation. Distribution measures the deviation of data from its mean or average position. The degree of dispersion is computed by the method of estimating the deviation of data points. It is denoted by the symbol, ‘σ’.

Types of Standard Deviation:

  • Standard Deviation for Discrete Frequency distribution
  • Standard Deviation for Continuous Frequency distribution

Standard Deviation Formulas:

1. Population Standard Deviation

2. Sample Standard Deviation