Algorithm
- Input: Array of numbers (data)
2. Calculate the mean (average) of the data.
- sum = 0
- for each number in data:
- sum = sum + number
- mean = sum / number of elements in data
3. Calculate the squared difference between each number and the mean.
- for each number in data:
- difference = number - mean
- squared_difference = difference * difference
4. Calculate the mean of the squared differences.
- sum_squared_differences = 0
- for each squared_difference:
- sum_squared_differences = sum_squared_differences + squared_difference
- mean_squared_differences = sum_squared_differences / number of elements in data
5. Calculate the square root of the mean_squared_differences.
- standard_deviation = square root of mean_squared_differences
6. Output: standard_deviation
Important Note :
- The standard deviation can be calculated as the square root of variance by determining the deviation of each data point relative to the mean.
- Standard deviation is a measure which can show how much variance are exist.
Code Examples
#1 Code Example- C Programing to calculate the sum of n natural number using for loop
Code -
C Programming
#include<stdio.h>
#include<math.h>
int main ()
{
float Price[50];
int i, Number;
float Mean, Variance, SD, Sum = 0, Differ, Varsum = 0;
printf ("Please Enter the N Value = ");
scanf ("%d", &Number);
printf ("\nPlease Enter %d real numbers\n", Number);
for (i = 0; i < Number; i++)
{
scanf ("%f", &Price[i]);
}
for (i = 0; i < Number; i++)
{
Sum = Sum + Price[i];
}
Mean = Sum / (float) Number;
for (i = 0; i < Number; i++)
{
Differ = Price[i] - Mean;
Varsum = Varsum + pow (Differ, 2);
}
Variance = Varsum / (float) Number;
SD = sqrt (Variance);
printf ("Standard deviation = %.2f\n", SD);
Copy The Code &
Try With Live Editor
Output
Please Enter 5 real numbers
11
22
33
44
55
Standard deviation = 20.25
#2 Code Example-C programing to calculate the standard deviation
Code -
C Programming
#include<math.h>
#include<stdio.h>
float calculateSD (float data[]);
int main ()
{
int i;
float data[10];
printf ("Enter 10 elements: ");
for (i = 0; i < 10; ++i)
scanf ("%f", &data[i]);
printf ("\nStandard Deviation = %.6f", calculateSD (data));
return 0;
}
float calculateSD (float data[])
{
float sum = 0.0, mean, SD = 0.0;
int i;
for (i = 0; i < 10; ++i)
{
sum += data[i];
}
mean = sum / 10;
for (i = 0; i < 10; ++i)
{
SD += pow (data[i] - mean, 2);
}
return sqrt (SD / 10);
}
Copy The Code &
Try With Live Editor
Output
2
33
44
55
66
77
88
99
110
Standard Deviation = 39.271492
#3 Code Example- C programing to calculate the sum of n natural number using do-while loop
Code -
C Programming
#include<stdio.h>
int main ()
{
int n = 4, i, sum = 0;
i = 1;
do
{
sum += i;
++i;
}
while (i <= n);
printf ("Sum of natural numbers = %d", sum);
return 0;
}
Copy The Code &
Try With Live Editor
Output
Demonstration
C Programing Example for Standard Deviation-DevsEnv