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 |