This program allows you to calculate the Exponential Distribution of a dataset and display its graph. The exponential distribution is a probability distribution that describes the time between events in a Poisson process, where events occur continuously and independently at a constant average rate.
Exponential Distribution is a probability distribution that describes the time between events in a Poisson process, where events occur continuously and independently at a constant average rate. It is often used to model the time between successive events, such as the time between arrivals of customers at a service center or the time between failures of a machine. The Exponential Distribution is characterized by a single parameter, the rate parameter, which is the inverse of the mean of the distribution. The Exponential Distribution has many applications in engineering, physics, economics, and other fields. More Information
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| The Exponential Distribution formula in mathematics is written as follows: |
| f(x) = λ * e^(-λ * x) |
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| - λ is the rate parameter |
| - x is the random variable |
| - The rate parameter is calculated as the inverse of the mean of the data. |
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Clone the repository or download the code files.
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Make sure you have NumPy and Matplotlib installed. If not, you can install them using pip:
__________________________________________________ | | | *** pip install numpy *** | | *** pip install matplotlib *** | |__________________________________________________|
- Run the program.
- Enter a list of numbers separated by commas when prompted.
- The program will calculate the mean of the data and display it.
- The program will then display the graph of the Exponential Distribution based on the data entered.
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* (: *** Welcome *** :) *
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* You can use this program to calculate the (Exponential Distribution) and display its Graph. *
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* Exponential Distribution formula in mathematics is written as follows: *
* *
* f(x) = λ * e^(-λ * x) *
* *
* ---> λ = rate parameter *
* ---> x = random variable *
* ---> The rate parameter is calculated as the inverse of the mean of the data. *
* *
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---> Enter a list of numbers (comma-separated): 1,2,3,4,5,6,7,8,9,10
---> Mean: 5.5
*The program will then display the graph of the Exponential Distribution based on the data entered.*