Package smile.regression.glm

package smile.regression.glm
The error distributions in Generalized Linear Models (GLMs). Each family specifies a link function, variance function, deviance, and log-likelihood. Available families:
  • Gaussian – Normal distribution (identity, log, inverse links).
  • Bernoulli – Bernoulli distribution (logit link).
  • Binomial – Binomial distribution (logit link).
  • Poisson – Poisson distribution (log link).
  • Interfaces
    Class
    Description
    Bernoulli
    The response variable is of Bernoulli distribution.
    Binomial
    The response variable is of Binomial distribution.
    Gaussian
    The response variable is of Gaussian (normal) distribution.
    Model
    The GLM model specification.
    Poisson
    The response variable is of Poisson distribution.