| Categorical |
Create a Categorical distribution |
| Cauchy |
Create a Cauchy distribution |
| cdf |
Evaluate the probability density of a probability distribution |
| cdf.Bernoulli |
Evaluate the cumulative distribution function of a Bernoulli distribution |
| cdf.Beta |
Evaluate the cumulative distribution function of a Beta distribution |
| cdf.Binomial |
Evaluate the cumulative distribution function of a Binomial distribution |
| cdf.Categorical |
Evaluate the cumulative distribution function of a Categorical distribution |
| cdf.Cauchy |
Evaluate the cumulative distribution function of a Cauchy distribution |
| cdf.ChiSquare |
Evaluate the cumulative distribution function of a chi square distribution |
| cdf.Exponential |
Evaluate the cumulative distribution function of a Exponential distribution |
| cdf.FisherF |
Evaluate the cumulative distribution function of an F distribution |
| cdf.Gamma |
Evaluate the cumulative distribution function of a Gamma distribution |
| cdf.Geometric |
Evaluate the cumulative distribution function of a Geometric distribution |
| cdf.HyperGeometric |
Evaluate the cumulative distribution function of a HyperGeometric distribution |
| cdf.Logistic |
Evaluate the cumulative distribution function of a Logistic distribution |
| cdf.LogNormal |
Evaluate the cumulative distribution function of a LogNormal distribution |
| cdf.NegativeBinomial |
Evaluate the cumulative distribution function of a negative binomial distribution |
| cdf.Normal |
Evaluate the cumulative distribution function of a Normal distribution |
| cdf.Poisson |
Evaluate the cumulative distribution function of a Poisson distribution |
| cdf.StudentsT |
Evaluate the cumulative distribution function of a StudentsT distribution |
| cdf.Tukey |
Evaluate the cumulative distribution function of a Tukey distribution |
| cdf.Uniform |
Evaluate the cumulative distribution function of a continuous Uniform distribution |
| cdf.Weibull |
Evaluate the cumulative distribution function of a Weibull distribution |
| ChiSquare |
Create a Chi-Square distribution |
| likelihood |
Compute the likelihood of a probability distribution given data |
| Logistic |
Create a Logistic distribution |
| LogNormal |
Create a LogNormal distribution |
| log_likelihood |
Compute the log-likelihood of a probability distribution given data |
| log_pdf |
Evaluate the probability density of a probability distribution |
| log_pdf.Bernoulli |
Evaluate the probability mass function of a Bernoulli distribution |
| log_pdf.Beta |
Evaluate the probability mass function of a Beta distribution |
| log_pdf.Binomial |
Evaluate the probability mass function of a Binomial distribution |
| log_pdf.Categorical |
Evaluate the probability mass function of a Categorical discrete distribution |
| log_pdf.Cauchy |
Evaluate the probability mass function of a Cauchy distribution |
| log_pdf.ChiSquare |
Evaluate the probability mass function of a chi square distribution |
| log_pdf.Exponential |
Evaluate the probability mass function of a Exponential distribution |
| log_pdf.FisherF |
Evaluate the probability mass function of an F distribution |
| log_pdf.Gamma |
Evaluate the probability mass function of a Gamma distribution |
| log_pdf.Geometric |
Evaluate the probability mass function of a Geometric distribution |
| log_pdf.HyperGeometric |
Evaluate the probability mass function of a HyperGeometric distribution |
| log_pdf.Logistic |
Evaluate the probability mass function of a Logistic distribution |
| log_pdf.LogNormal |
Evaluate the probability mass function of a LogNormal distribution |
| log_pdf.Multinomial |
Evaluate the probability mass function of a Multinomial distribution |
| log_pdf.NegativeBinomial |
Evaluate the probability mass function of a NegativeBinomial distribution |
| log_pdf.Normal |
Evaluate the probability mass function of a Normal distribution |
| log_pdf.Poisson |
Evaluate the probability mass function of a Poisson distribution |
| log_pdf.StudentsT |
Evaluate the probability mass function of a StudentsT distribution |
| log_pdf.Uniform |
Evaluate the probability mass function of a continuous Uniform distribution |
| log_pdf.Weibull |
Evaluate the probability mass function of a Weibull distribution |
| pdf |
Evaluate the probability density of a probability distribution |
| pdf.Bernoulli |
Evaluate the probability mass function of a Bernoulli distribution |
| pdf.Beta |
Evaluate the probability mass function of a Beta distribution |
| pdf.Binomial |
Evaluate the probability mass function of a Binomial distribution |
| pdf.Categorical |
Evaluate the probability mass function of a Categorical discrete distribution |
| pdf.Cauchy |
Evaluate the probability mass function of a Cauchy distribution |
| pdf.ChiSquare |
Evaluate the probability mass function of a chi square distribution |
| pdf.Exponential |
Evaluate the probability mass function of a Exponential distribution |
| pdf.FisherF |
Evaluate the probability mass function of an F distribution |
| pdf.Gamma |
Evaluate the probability mass function of a Gamma distribution |
| pdf.Geometric |
Evaluate the probability mass function of a Geometric distribution |
| pdf.HyperGeometric |
Evaluate the probability mass function of a HyperGeometric distribution |
| pdf.Logistic |
Evaluate the probability mass function of a Logistic distribution |
| pdf.LogNormal |
Evaluate the probability mass function of a LogNormal distribution |
| pdf.Multinomial |
Evaluate the probability mass function of a Multinomial distribution |
| pdf.NegativeBinomial |
Evaluate the probability mass function of a NegativeBinomial distribution |
| pdf.Normal |
Evaluate the probability mass function of a Normal distribution |
| pdf.Poisson |
Evaluate the probability mass function of a Poisson distribution |
| pdf.StudentsT |
Evaluate the probability mass function of a StudentsT distribution |
| pdf.Uniform |
Evaluate the probability mass function of a continuous Uniform distribution |
| pdf.Weibull |
Evaluate the probability mass function of a Weibull distribution |
| pmf |
Evaluate the probability density of a probability distribution |
| Poisson |
Create a Poisson distribution |
| StudentsT |
Create a Student's T distribution |
| suff_stat |
Compute the sufficient statistics of a distribution from data |
| suff_stat.Bernoulli |
Compute the sufficient statistics for a Bernoulli distribution from data |
| suff_stat.Binomial |
Compute the sufficient statistics for the Binomial distribution from data |
| suff_stat.Exponential |
Compute the sufficient statistics of an Exponential distribution from data |
| suff_stat.Gamma |
Compute the sufficient statistics for a bernoulli distribution from data |
| suff_stat.Geometric |
Compute the sufficient statistics for the Geometric distribution from data |
| suff_stat.LogNormal |
Compute the sufficient statistics for a Log-normal distribution from data |
| suff_stat.Normal |
Compute the sufficient statistics for a Normal distribution from data |
| suff_stat.Poisson |
Compute the sufficient statistics of an Poisson distribution from data |