Generalized Score Matching on Generalized Domain Types
Different domain types | The entire real space | The non-negative orthant of the real space | The simplex domains | Uniform-type domains | Solution for infinite unions of intervals or non-uniform domains for each component | Polynomial-type domains | Inequalities | Rule | Examples of polynomial domains | Distribution Models Supported | Examples of Multivariate Graphical Models | Truncated Gaussian Graphical Models on the Non-negative Orthant | Data setup | Estimation using estimate() with x directly | Estimate using elts | Results for one lambda | Aggregating multiple ROC curves | Exponential Square-Root Graphical Models on the Non-negative Orthant | Estimation | Gamma Graphical Models on the Non-negative Orthant | General a-b Graphical Models on the Non-negative Orthant | (Untruncated) Gaussian Graphical Models on the Entire Real Space | Aitchison $A^d$ Models on the Simplex | Univariate Truncated Normal Distributions on x > 0 | Introduction | Variance Estimation and Confidence Intervals | Plots from Yu et al (2019)