Optimal Regression Design under the Second-Order Least Squares Estimator

With given inputs that include number of points, discrete design space, a measure of skewness, models and parameter value, this package calculates the objective value, optimal designs and plot the equivalence theory under A- and D-optimal criteria under the second-order Least squares estimator. This package is based on the paper "Properties of optimal regression designs under the second-order least squares estimator" by Chi-Kuang Yeh and Julie Zhou (2021) .


Reference manual

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install.packages("SLSEdesign")

0.1.0 by Chi-Kuang Yeh, 7 months ago


https://github.com/chikuang/SLSEdesign, https://chikuang.github.io/SLSEdesign/


Report a bug at https://github.com/chikuang/SLSEdesign/issues


Browse source code at https://github.com/cran/SLSEdesign


Authors: Chi-Kuang Yeh [aut, cre] (ORCID: , Julie Zhou [aut, ctb] , Jason Hou-Liu [ctb]


Documentation:   PDF Manual  


GPL-3 license


Imports CVXR

Suggests knitr, rmarkdown, testthat


See at CRAN