houses

<p>A dataset containing the prices and other attributes of 27 houses. The variables are as follows:</p>

datasets

LAD (Least Absolute Deviations) estimation for linear regression, confidence intervals, tests of hypotheses, methods for outliers detection, measures of leverage, methods of diagnostics for LAD regression, special diagnostics graphs and measures of leverage. The algorithms are based in Dielman (2005)  <doi:10.1080/0094965042000223680>, Elian et al. (2000) <doi:10.1080/03610920008832518> and Dodge (1997) <doi:10.1006/jmva.1997.1666>. This package also has two datasets "houses" and "pollution", respectively, from Narula and Wellington (1977) <doi:10.2307/1268628> and Santos et al. (2016) <doi:10.1371/journal.pone.0163225>.

Kevin Rodrigues

LadR

Routines for Fit, Inference and Diagnostics in LAD Models

houses function

<p>A data frame with 27 rows and 5 variables</p>

houses: Prices of 27 houses

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References