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Statistical Inference Package is a Mathematica application package that makes it easy for users to do classical likelihood-based statistical inference. It provides the following: - Procedures for maximum likelihood estimation
- Likelihood ratio tests for general parametric hypotheses
- Profile-likelihood-based confidence intervals for general-interest parametric functions
- A large collection of discrete and absolutely continuous univariate and multivariate distributions
- The ability to readily form complicated models from simpler ones
- Many sophisticated statistical regression models such as univariate/multivariate-linear/nonlinear, logistic, Poisson, multinomial, etc.
- A new method for calculating profile-likelihood-based confidence intervals for general parametric functions in general parametric statistical models
- Easy access to Mathematica's powerful tools for doing mathematics, graphics, programming, and presentations
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