Find variance of first 2n natural numbers.
To find the variance of the first 2n natural numbers, we first need to find the mean of the sequence.
The mean is simply the sum of the numbers divided by the total count of numbers:
mean = \(\frac{(1 + 2 + 3 + ... + 2n)}{2n}\)
Using the formula for the sum of an arithmetic series, we can simplify the expression for the mean to:
mean = \(\frac{(2n + 1)}{2}\)
Next, we need to find the variance.
The variance is defined as the average of the squared differences from the mean. In other words:
variance = \(\frac{[(1 - mean)^2 + (2 - mean)^2 + ... + (2n - mean)^2]}{2n}\)
We can simplify this expression by expanding the squares and using the formula for the sum of the first n natural numbers:
variance = \(\frac{[n(2n + 1)(4n + 1) - 6n(2n + 1) + 6n^2]}{(12n)}\)
Simplifying this expression, we get:
variance = \(\frac{(4n^2 - 1)}{12}\)
Therefore, the variance of the first 2n natural numbers is \(\frac{(4n^2 - 1)}{12}\).
Class : | 4 – 6 | 7 – 9 | 10 – 12 | 13 – 15 |
Frequency : | 5 | 4 | 9 | 10 |
Marks : | Below 10 | Below 20 | Below 30 | Below 40 | Below 50 |
Number of Students : | 3 | 12 | 27 | 57 | 75 |
\(\text{Length (in mm)}\) | 70-80 | 80-90 | 90-100 | 100-110 | 110-120 | 120-130 | 130-140 |
---|---|---|---|---|---|---|---|
\(\text{Number of leaves}\) | 3 | 5 | 9 | 12 | 5 | 4 | 2 |
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’.
Read More: Difference Between Variance and 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’.
1. Population Standard Deviation
2. Sample Standard Deviation