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/LMNPublic

Inference for Linear Models with Nuisance Parameters.

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mlysy/LMN

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Martin Lysy, Bryan Yates


Description

Efficient Frequentist profiling and Bayesian marginalization of parameters for which the conditional likelihood is that of a multivariate linear regression model. Arbitrary inter-observation error correlations are supported, with optimized calculations provided for independent-heteroskedastic and stationary dependence structures.

Installation

Install the R packagedevtools and run

devtools::install_github("mlysy/LMN")

Usage

Please see package vignette:vignette("LMN").

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