In statistics, the Kullback–Leibler (KL) divergence is a distance metric that quantifies the difference between…
Probability Distributions in R
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Probability Distributions in RRSoftware Tutorials
How to Simulate & Plot a Bivariate Normal Distribution in R
by Erma Khanby Erma KhanIn statistics, two variables follow a bivariate normal distribution if they have a normal distribution…
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Probability Distributions in RRSoftware Tutorials
The Chi-Square Distribution in R: dchisq, pchisq, qchisq, rchisq
by Erma Khanby Erma KhanThis tutorial explains how to work with the Chi-Square distribution in R using the following…
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Probability Distributions in RRSoftware Tutorials
How to Apply the Central Limit Theorem in R (With Examples)
by Erma Khanby Erma KhanThe central limit theorem states that the sampling distribution of a sample mean is approximately…
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Probability Distributions in RRSoftware Tutorials
How to Use the Triangular Distribution in R (With Examples)
by Erma Khanby Erma KhanThe triangular distribution is a continuous probability distribution with a probability density function shaped like…
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Probability Distributions in RRSoftware Tutorials
How to Use the Multinomial Distribution in R
by Erma Khanby Erma KhanThe multinomial distribution describes the probability of obtaining a specific number of counts for k…
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Probability Distributions in RRSoftware Tutorials
How to Use the Normal CDF in R (With Examples)
by Erma Khanby Erma KhanYou can use the following methods to work with the normal CDF (cumulative distribution function)…
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Probability Distributions in RRSoftware Tutorials
How to Apply the Empirical Rule in R
by Erma Khanby Erma KhanThe Empirical Rule, sometimes called the 68-95-99.7 rule, states that for a given dataset with a…
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Probability Distributions in RRSoftware Tutorials
How to Use the Gamma Distribution in R (With Examples)
by Erma Khanby Erma KhanIn statistics, the gamma distribution is often used to model probabilities related to waiting times.…
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Probability Distributions in RRSoftware Tutorials
How to Plot a Beta Distribution in R (With Examples)
by Erma Khanby Erma KhanYou can use the following syntax to plot a Beta distribution in R: #define range…