Geometric Distribution Calculator

The geometric distribution calculator determines the probabilities, mean, variance, and standard deviation of a given distribution.

Probabilities:

How to Use the Geometric Distribution Calculator?

  1. First, enter the probability of success on a given trial (p) and the number of failures until the first success (k).
  2. After inputting the values, click the 'Calculate' button to generate probability results.
  3. As a result, the tool returns the simple and cumulative probabilities associated with the geometric distribution. The tool also computes and shows the mean, variance, and standard deviation results.

How to Calculate?

The probability P(X = k) and P(X < k) can be found using the following formula:

P(X = k) = (1 - p)k × p

P(X < k) = P(X = 1) + P(X = 2) + P(X = 3) + ... + P(X = k)

The mean, variance, and standard deviation for the geometric distribution are calculated using the following formulas:

Mean (μ) =  
1 - p
p
Variance (σ2) =  
1 - p
p2
SD (σ) =  
1 - p
p2

Where,
p = Probability of Success,
k = Number of Trials,
SD = Standard Deviation.