IMSL Statistics Toolkit

This section lists the following groups of related routines:

• Basic Statistics

  • Simple Summary Statistics

  • Tabulate, Sort, and Rank

• Regression

  • Multiple Linear Regression

  • Variable Selection

  • Polynomial and Nonlinear Regression

  • Inference and Diagnostics

  • Polynomial and Nonlinear Regression

  • Alternatives to Least Squares Regression

• Correlation and Covariance

• Analysis of Variance

• Categorical and Discrete Data Analysis

• Nonparametric Statistics

• Goodness of Fit

• Time Series and Forecasting

• Multivariate Analysis

• Survival Analysis

• Probability Distribution Functions and Inverses

• Random Number Generation

  • Random Numbers

  • Mersenne Twister Generator

• Data Mining

  • Genetic Algorithms

  • Naive Bayes

  • Neural Networks

  • Forecasting Neural Networks

  • Classification Neural Networks

  • Preprocessing Filters

• Utilities

  • Constants and Data Sets

  • Mathematical Support

  • Error Handling