Random Variables Generation Simulation

Distribution: Not selected

Sample Size: 0

Status: Not started

Mean: -

Standard Deviation: -

Select Distribution:

Number of Points:

500

This tool helps you understand different probability distributions through interactive visualization.

Select a Distribution:
- Choose from Uniform, Normal, or Exponential distributions
- Each distribution has unique characteristics and parameters
Adjust Parameters:
- Uniform: Set minimum and maximum values
- Normal: Set mean (center) and standard deviation (spread)
- Exponential: Set rate parameter (λ)
Generate Data:
- Set sample size (100-1000 points)
- Click "Generate" to create new random numbers
- Use "Animate" to see the distribution evolve over time
Analyze Results:
- Observe the histogram of generated data
- Compare with the theoretical probability density function (PDF)
- Check the mean and standard deviation in the statistics panel