Skip to search formSkip to main content
You are currently offline. Some features of the site may not work correctly.

Least absolute deviations

Known as: Sum of absolute deviations, Minimum absolute deviations, Minimum absolute deviation 
Least absolute deviations (LAD), also known as least absolute errors (LAE), least absolute value (LAV), least absolute residual (LAR), sum of… Expand
Wikipedia

Related topics

Related topics

10 relations

Broader (2)

Estimation theoryMathematical optimization
Least squaresList of numerical analysis topicsMaxima and minimaOptimality criterion
Expand

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2015
Highly Cited
2015
Uniform post-selection inference for least absolute deviation regression and other Z-estimation problems
We develop uniformly valid confidence regions for regression coefficients in a high-dimensional sparse median regression model… Expand
  • figure 1
  • figure 2
  • figure 3
  • figure 4
Is this relevant?
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… Expand
  • figure 1
  • table 1
  • figure 2
  • figure 3
  • table 2
Is this relevant?
Highly Cited
2008
Highly Cited
2008
Fuzzy regression using least absolute deviation estimators
In fuzzy regression, that was first proposed by Tanaka et al. (Eur J Oper Res 40:389–396, 1989; Int Cong Appl Syst Cybern 4:2933… Expand
Is this relevant?
Highly Cited
2006
Highly Cited
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… Expand
  • figure 1
  • figure 2
  • table 2
  • table 3
  • figure 3
Is this relevant?
Highly Cited
2003
Highly Cited
2003
Least absolute deviations estimation for ARCH and GARCH models
Hall & Yao (2003) showed that, for ARCHsGARCH, i.e. autoregressive conditional heteroscedasticsgeneralised autoregressive… Expand
Is this relevant?
Highly Cited
2003
Highly Cited
2003
Plant Resources of South-East Asia
summarize knowledge about useful plants for workers in education, research, extension and industry. The following institutions… Expand
Is this relevant?
Highly Cited
1998
Highly Cited
1998
Biophysical and Biochemical Sources of Variability in Canopy Reflectance
Abstract Analyses of various biophysical and biochemical factors affecting plant canopy reflectance have been carried out over… Expand
  • table 2
  • table 3
  • figure 1
  • figure 3
  • figure 4
Is this relevant?
Highly Cited
1996
Highly Cited
1996
Surface soil moisture parameterization of the VIC-2L model: Evaluation and modification
Abstract HAPEX-MOBILHY data, consisting of one year of hourly atmospheric forcing data at Caumont (SAMER No. 3, 43.68°N, 0.1°W… Expand
  • figure 2
  • figure 1
  • figure 3
  • figure 4
  • figure 5
Is this relevant?
Highly Cited
1992
Highly Cited
1992
Trimmed LAD and Least Squares Estimation of Truncated and Censored Regression Models with Fixed Effects
This paper considers estimation of truncated.and censored regression models with fixed effects. Up until now, no estimator has… Expand
  • figure 2-5
  • table I
  • table I
  • table 111
Is this relevant?
Highly Cited
1984
Highly Cited
1984
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… Expand
Is this relevant?
By clicking accept or continuing to use the site, you agree to the terms outlined in our Privacy Policy, Terms of Service, and Dataset License
ACCEPT & CONTINUE