Minorization-Maximization via Assembly-Decomposition Technology


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Documentation for package ‘MMAD’ version 3.0.0

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as_mmad_expr Convert a formula or expression into an 'mmad_expr'
curvature Inferred curvature of an 'mmad_expr'
evaluate_expr Evaluate an 'mmad_expr' at a parameter vector
Function_check Diagnose an 'mmad_expr' (or formula) before optimization
is_dcp Whether an expression's curvature is provably one of affine/convex/concave
Math.mmad_expr Mathematical functions for 'mmad_expr'
minorize_at Build a surrogate of an 'mmad_expr' at a current iterate
mmad Minorization-Maximization driver for an 'mmad_expr' target
mmad_const Construct a numeric-constant expression node
mmad_var Construct a parameter reference 'theta[i]'
Ops.mmad_expr Arithmetic operators for 'mmad_expr'
sign_of Inferred sign of an 'mmad_expr'