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Least trimmed squares (LTS), or least trimmed sum of squares, is a robust statistical method that fits a function to a set of data whilst not being unduly affected by the presence of outliers[1]
. It is one of a number of methods for robust regression.
^Fox, John (2015). "19". Applied Regression Analysis and Generalized Linear Models (3rd ed.). Thousand Oaks.{{cite book}}: CS1 maint: location missing publisher (link)
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Leasttrimmedsquares (LTS), or leasttrimmed sum of squares, is a robust statistical method that fits a function to a set of data whilst not being unduly...
recommendation that the leasttrimmedsquares be used instead; leasttrimmedsquares can also be interpreted as using the least median method to find and...
book by Rousseeuw and Leroy[vague] for a very practical review. Leasttrimmedsquares (LTS) is a viable alternative and is currently (2007) the preferred...
constructed and published many useful techniques. He proposed the LeastTrimmedSquares method and S-estimators for robust regression, which can resist...
version of the leastsquares cost function as in ridge regression (L2-norm penalty) and lasso (L1-norm penalty). Use of the Mean Squared Error(MSE) as...
air-scoop, chrome trim around front wheel openings, and a one-piece windshield and rear glass. The interior was black and trimmed in gray leather, including...
show the bootstrap distribution of the mean (c) and the 10% trimmed mean (d). The trimmed mean is a simple, robust estimator of location that deletes...
of squares. Laplace knew how to estimate a variance from a residual (rather than a total) sum of squares. By 1827, Laplace was using leastsquares methods...
percentile, so IQR = Q3 − Q1. The IQR is an example of a trimmed estimator, defined as the 25% trimmed range, which enhances the accuracy of dataset statistics...
variance (ANOVA) General linear model Generalized linear model Generalized leastsquares Mixed model Elastic net regularization Ridge regression Lasso (statistics)...
three equal squares to form such a pattern with 12 right-angled protrusions (a 12-pointed star). In other words, three Robertson squares are superimposed...
data set. This perspective is also used in regression analysis, where leastsquares finds the solution that minimizes the distances from it, and analogously...
norm statistics: the mid-range minimizes the maximum absolute deviation trimmed L∞ norm statistics: for example, the midhinge (average of first and third...
2014. These episodes are not part of a specific season since producers trimmed existing episodes to allow for an update of the participants at the end...
parameter in the Morse variable, the PES can be determined through linear least-squares fitting of computed electronic energies for the system at various structural...
Grand Marquis was trimmed with brushed stainless steel; in place of the horizontal speedometer, the Grand Marquis was fitted with two square pods for the fuel...
a Wire Fox Terrier or Schnauzer. That means you have to have the coat trimmed often which can be expensive. The inner part of the coat, called the under-wool...
pinstripes, a wine-colored "C" trimmed in gold on the front, names in gold letters on the back, wine-colored/gold-trimmed numbers on the front and back...
that beak trimmed older birds experience chronic pain, although this has been debated. Beak-trimmed chicks initially peck less than non-trimmed chickens...
pearl, and glass. The materials were cut in thin pieces, polished, then trimmed further according to a chosen pattern. Unlike tessellated mosaic techniques...
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