FAQ

Least absolute deviations

Known as: Minimum absolute deviations, LAD regression, Least absolute errors 
Least absolute deviations (LAD), also known as least absolute errors (LAE), least absolute value (LAV), least absolute residual (LAR), sum of… (More)
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Topic mentions per year

Topic mentions per year

1965-2018
0102019652018

Related topics

Related topics

9 relations

Broader (2)

Estimation theoryMathematical optimization
Least squaresMaxima and minimaOptimality criterionOrdinary least squares
(More)

Related mentions per year

Related mentions per year

1936-2018
19401960198020002020
Least absolute deviations
Mathematical optimization
Estimation theory
Least squares
Maxima and minima
Quadratic function

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Review
2015
Review
2015
Regression Model Estimation Using Least Absolute Deviations , Least Squares Deviations and Minimax Absolute Deviations Criteria
Regression models and their statistical analyses is the most important tool used by scientists in data analyses especially for… (More)
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2014
2014
Scaling SVM and Least Absolute Deviations via Exact Data Reduction
The support vector machine (SVM) is a widely used method for classification. Although many efforts have been devoted to develop… (More)
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2010
2010
Speech enhancement using generalized least absolute deviation estimation
Based on a novel generalized least absolute deviation (GLAD) method, this paper proposes an effective speech enhancement… (More)
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2008
2008
Constrained Least Absolute Deviation Neural Networks
It is well known that least absolute deviation (LAD) criterion or -norm used for estimation of parameters is characterized by… (More)
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2006
2006
Weighted Least Absolute Deviations Estimation for Arma Models with Infinite Variance
For autoregressive and moving-average (ARMA) models with infinite variance innovations, quasi-likelihood based estimators (such… (More)
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2006
2006
Regularized Least Absolute Deviations Regression and an Efficient Algorithm for Parameter Tuning
Linear regression is one of the most important and widely used techniques for data analysis. However, sometimes people are not… (More)
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2006
2006
Analysis of least absolute deviation
The least absolute deviation or L1 method is a widely known alternative to the classical least squares or L2 method for… (More)
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2005
2005
Least Absolute Deviations Estimation for the Accelerated Failure Time Model
The accelerated failure time (AFT) model assumes a linear relationship between the event time and the covariates. We propose a… (More)
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Highly Cited
2001
Highly Cited
2001
Least Absolute Deviations Estimation for the Censored Regression Model*
This paper proposes an alternative to maximum likelihood estimation of the parameters of the censored regression (or censored… (More)
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1986
1986
Clusterwise linear least absolute deviations regression
A FORTRAN subroutine implementation for this purpose is given. Die Implementation einer FORTRAN-Subroutine für diesen Zweck wird… (More)
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