Calculates Likelihood Support Intervals for Common Data Types
Description
Calculates likelihood based support intervals for
several common data types including binomial, Poisson, normal, lm(), and
glm(). For the binomial, Poisson, and normal data likelihood intervals are
calculated via root finding algorithm. Additional parameters allow the
user to specify whether they would like to receive a parametric bootstrap
estimate of the confidence level of said support interval. For lm() and glm(),
the function returns profile likelihoods for each coefficient in the model.