Statistics Flashcards
Arithmetic mean for raw data
x̄ = Σ xᵢ / n
A.M of an A.P
(first term + last term) / 2
When is mean deviation minimum?
Mean deviation is minimum when deviations are taken from median
Variance
σ= (Σxᵢ² )/n - x̄²
Standard deviation
- √variance
- √[ (Σxᵢ² )/n - x̄ ]
Coefficient of variance (C.V)
C.V = (S.D/ A.M)× 100
Sum of first n natural numbers
n(n+1)/2
Sum of square of first n natural numbers
n(n+1)(2n+1) / 6
What is mode?
The value that appears the most frequently
What is median?
Middle value in a sorted list
If the standard deviation of x1, x2, x3…xn = σ. Then the standard deviation of ax1 + b, ax2 + b, ax3 + b…. = ?
aσ
Relationship between mode, median and mean
Mode = 3 median - 2 mean
AM ( x ± a) =
AM(x) ± a
AM(ax)
a AM(x)
Variance (x ± a) =
Variance (x)
Variance (ax) =
a² variance (x)
AM (ax + b) =
a AM(x) + b
Combined mean
x̄= (n₁x̄₁ + n₂x̄₂) ÷ ( n₁ + n₂)
Variance of first n natural numbers
(n² - 1)/12
Variance of first n even natural numbers
OR
Variance of first n odd natural numbers
(n² - 1) /3