Least absolute deviations (LAD), also known as least absolute errors (LAE), least absolute value (LAV), least absolute residual (LAR), sum ofâ€¦Â (More)

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Review

2015

Review

2015

Regression models and their statistical analyses is the most important tool used by scientists in data analyses especially forâ€¦Â (More)

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2014

2014

- Jie Wang, Peter Wonka, Jieping Ye
- ICML
- 2014

The support vector machine (SVM) is a widely used method for classification. Although many efforts have been devoted to developâ€¦Â (More)

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2010

2010

- Youshen Xia, Yin Yu
- 2010 International Conference on Audio, Languageâ€¦
- 2010

Based on a novel generalized least absolute deviation (GLAD) method, this paper proposes an effective speech enhancementâ€¦Â (More)

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2008

2008

- Zhishun Wang, Bradley S. Peterson
- IEEE Transactions on Neural Networks
- 2008

It is well known that least absolute deviation (LAD) criterion or -norm used for estimation of parameters is characterized byâ€¦Â (More)

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2006

2006

- Jiazhu Pan, Hui Wang, Qiwei Yao
- 2006

For autoregressive and moving-average (ARMA) models with infinite variance innovations, quasi-likelihood based estimators (suchâ€¦Â (More)

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2006

2006

- Li Wang, Michael D. Gordon, Jiye Zhu
- Sixth International Conference on Data Miningâ€¦
- 2006

Linear regression is one of the most important and widely used techniques for data analysis. However, sometimes people are notâ€¦Â (More)

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2006

2006

The least absolute deviation or L1 method is a widely known alternative to the classical least squares or L2 method forâ€¦Â (More)

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2005

2005

The accelerated failure time (AFT) model assumes a linear relationship between the event time and the covariates. We propose aâ€¦Â (More)

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Highly Cited

2001

Highly Cited

2001

- James L. POWELL, T. Amemiya, Theodore W. Anderson, Timothy Bresnahan
- 2001

This paper proposes an alternative to maximum likelihood estimation of the parameters of the censored regression (or censoredâ€¦Â (More)

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1986

1986

- Helmuth SpÃ¤th
- Computing
- 1986

A FORTRAN subroutine implementation for this purpose is given. Die Implementation einer FORTRAN-Subroutine fÃ¼r diesen Zweck wirdâ€¦Â (More)

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