Search Results for author: Amadou Barry

Found 2 papers, 2 papers with code

Weighted asymmetric least squares regression with fixed-effects

1 code implementation10 Aug 2021 Amadou Barry, Karim Oualkacha, Arthur Charpentier

The fixed-effects model estimates the regressor effects on the mean of the response, which is inadequate to summarize the variable relationships in the presence of heteroscedasticity.

regression

An algorithm-based multiple detection influence measure for high dimensional regression using expectile

1 code implementation26 May 2021 Amadou Barry, Nikhil Bhagwat, Bratislav Misic, Jean-Baptiste Poline, Celia M. T. Greenwood

The identification of influential observations is an important part of data analysis that can prevent erroneous conclusions drawn from biased estimators.

regression

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