SQUAREM: An R package for off-the-shelf acceleration of EM, MM and other EM-like monotone algorithms

Mathematics

• Iterative Scheme 100%
• Minimise 78%
• Monotone 78%
• Poisson Mixture 18%
• Archives 17%
• Interval Censoring 17%
• Accelerator 17%
• Monotone Convergence 16%
• Binary Mixtures 16%
• Regression Estimation 15%
• Expectation-maximization Algorithm 14%
• Linear Convergence 14%
• Factor Analysis 14%
• Contraction Mapping 14%
• Margin 14%
• Control Parameter 13%
• Accelerate 13%
• EM Algorithm 13%
• Logistic Regression 13%
• Conditional Expectation 13%
• Speedup 13%
• Optimise 12%
• Iterative Algorithm 11%
• Maximum Likelihood Estimation 11%
• Simplicity 11%
• High-dimensional 10%
• Evaluate 9%
• Fixed point 8%
• Computing 7%
• Demonstrate 7%
• Performance 7%

Business & Economics

• Maximum Likelihood Estimation 30%
• Contraction Mapping 27%
• Censoring 23%
• EM Algorithm 23%
• Logistic Regression 23%
• Accelerator 22%
• Convergence Rate 21%
• Conditional Expectation 21%
• Factor Analysis 20%
• Fixed Point 20%
• Simplicity 17%
• Margin 14%
• Performance 6%

Engineering & Materials Science

• Genetics 19%
• Maximum likelihood estimation 16%
• Factor analysis 16%
• Logistic regression 15%
• Particle accelerators 14%
• Program processors 11%