Probability Distribution
2022-12-23
Conditional probability distribution
This article explains about the conditional probability distribution.
Statistics
Probability Distribution
2022-12-23
Joint probability distribution
This article explains about a joint probability distribution.
Statistics
Probability Distribution
2022-12-23
Marginal probability distribution
This article explains about a marginal probability distribution.
Statistics
Probability Distribution
2022-12-16
i.i.d.
This article explains about i.i.d.
Statistics
Probability Distribution
2022-12-16
Probability distribution with reproductive property
This article explains about the reproductive property of probability distribution.
Statistics
Probability Distribution
2022-12-16
Skewness and kurtosis of probability distribution
This article explains about skewness and kurtosis of probability distribution.
Statistics
Probability Distribution
Python
2022-12-16
Chi-square distribution
This article explains about the chi-squared distribution.
Statistics
Probability Distribution
Python
2022-12-16
F-distribution
This article explains about the F-distribution.
Statistics
Probability Distribution
Python
2022-12-16
Gumbel Distribution
The Gumbel distribution is an extreme value distribution used to analyze maximum or minimum values of independent random variables. It has key applications in hydrology, engineering, finance, and machine learning. With its mathematical foundations in probability density function (PDF), cumulative distribution function (CDF), moments, and characteristic functions, the Gumbel distribution allows for precise estimation of location and scale parameters. This article delves into these applications and provides a Python code example for drawing a Gumbel distribution.
Statistics
Probability Distribution
Python
2022-12-16
t-distribution
This article explains about the t-distribution.
Statistics
Probability Distribution
Python
2022-12-09
Dirichlet distribution
This article explains about Dirichlet distribution.
Statistics
Probability Distribution
Python
2022-12-09
Categorical distribution
This article explains about the categorical distribution.
Statistics
Probability Distribution
Python
2022-12-09
Multinomial distribution
This article explains about the multinomial distribution.
Statistics
Probability Distribution
Python
2022-12-01
Beta distribution
This article explains about beta distribution
Statistics
Probability Distribution
Python
2022-12-01
Exponential distribution
This article explains about the exponential distribution.
Statistics
Probability Distribution
Python
2022-12-01
Gamma distribution
This article explains about the gamma distribution.
Statistics
Probability Distribution
Python
2022-12-01
Normal distribution
This article explains about the normal distribution.
Statistics
Probability Distribution
Python
2022-12-01
Bernoulli distribution
This article explains about the Bernoulli distribution.
Statistics
Probability Distribution
Python
2022-12-01
Binomial distribution
This article explains about the binomial distribution.
Statistics
Probability Distribution
Python
2022-12-01
Geometric distribution
This article explains about the geometric distribution.
Statistics
Probability Distribution
Python
2022-12-01
Poisson distribution
This article explains about the Poisson distribution.
Statistics
Probability Distribution
Python
2022-11-22
Central limit theorem
This article explains about the central limit theorem.
Statistics
Probability Distribution
2022-11-18
68–95–99.7 Rule in Normal Distribution
This article explains the 68-95-99.7 rule in normal distribution, a fundamental concept in statistics.
Statistics
Probability Distribution
2022-10-09
Probability Distribution
This article covers the fundamental concepts of probability distributions and their role in statistics. It explains random variables, discrete and continuous probability distributions, PMF, PDF, CDF, and their relationship.
Statistics
Probability Distribution
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