## A Gentle Introduction to Statistical Data Distributions

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## How to Identify the Distribution of Your Data

Using Probability Plots to Identify the Distribution of Your Data. Probability plots might be the best way to determine whether your data follow a particular distribution. If your

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## How do I know if my data have a normal distribution?

A sample of data will form a distribution, and by far the most well-known distribution is the Gaussian distribution, often called the Normal distribution.

## Deciding Which Distribution Fits Your Data Best

The parameters of the two distributions are : Parameters of Exponential Distribution (loc = -1.19, scale = 1.19) where Lambda = 1/scale Parameters

## How to determine which distribution fits my data best?

Determine whether a distribution you used previously is still valid for the current data; Choose the right distribution when youâ€™re not sure which distribution to use; Transform your data to follow a normal distribution; Let's

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