Optimal Convex M-Estimation for Linear Regression via Antitonic Score Matching


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Documentation for package ‘asm’ version 0.2.0

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asm Linear regression via antitonic score matching
asm.fit Fit a linear regression model via antitonic score matching
coef.asm Coefficients of an 'asm' regression model
confint.asm Confidence intervals for coefficients in an 'asm' regression model
plot.asm Generate diagnostic plots for an 'asm' regression model
predict.asm Predict new responses using an 'asm' regression model.
print.asm Short description of a fitted 'asm' regression model
print.summary.asm Print summary of the 'asm' regression model
residuals.asm Residuals from an 'asm' regression model
summary.asm Summary of an 'asm' regression model