Least absolute deviations (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Least absolute deviations" in English language version.

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archive.org

"Least Absolute Deviation Regression". The Concise Encyclopedia of Statistics. Springer. 2008. pp. 299–302. doi:10.1007/978-0-387-32833-1_225. ISBN 9780387328331.

doi.org

"Least Absolute Deviation Regression". The Concise Encyclopedia of Statistics. Springer. 2008. pp. 299–302. doi:10.1007/978-0-387-32833-1_225. ISBN 9780387328331.
Barrodale, I.; Roberts, F. D. K. (1973). "An improved algorithm for discrete L₁ linear approximation". SIAM Journal on Numerical Analysis. 10 (5): 839–848. Bibcode:1973SJNA...10..839B. doi:10.1137/0710069. hdl:1828/11491. JSTOR 2156318.
Schlossmacher, E. J. (December 1973). "An Iterative Technique for Absolute Deviations Curve Fitting". Journal of the American Statistical Association. 68 (344): 857–859. doi:10.2307/2284512. JSTOR 2284512.
Wesolowsky, G. O. (1981). "A new descent algorithm for the least absolute value regression problem". Communications in Statistics – Simulation and Computation. B10 (5): 479–491. doi:10.1080/03610918108812224.
Li, Yinbo; Arce, Gonzalo R. (2004). "A Maximum Likelihood Approach to Least Absolute Deviation Regression". EURASIP Journal on Applied Signal Processing. 2004 (12): 1762–1769. Bibcode:2004EJASP2004...61L. doi:10.1155/S1110865704401139.
Kržić, Ana Sović; Seršić, Damir (2018). "L1 minimization using recursive reduction of dimensionality". Signal Processing. 151: 119–129. Bibcode:2018SigPr.151..119S. doi:10.1016/j.sigpro.2018.05.002.
Shi, Mingren; Mark A., Lukas (March 2002). "An L₁ estimation algorithm with degeneracy and linear constraints". Computational Statistics & Data Analysis. 39 (1): 35–55. doi:10.1016/S0167-9473(01)00049-4.
Wang, Li; Gordon, Michael D.; Zhu, Ji (December 2006). "Regularized Least Absolute Deviations Regression and an Efficient Algorithm for Parameter Tuning". Proceedings of the Sixth International Conference on Data Mining. pp. 690–700. doi:10.1109/ICDM.2006.134.

handle.net

hdl.handle.net

Barrodale, I.; Roberts, F. D. K. (1973). "An improved algorithm for discrete L₁ linear approximation". SIAM Journal on Numerical Analysis. 10 (5): 839–848. Bibcode:1973SJNA...10..839B. doi:10.1137/0710069. hdl:1828/11491. JSTOR 2156318.

harvard.edu

ui.adsabs.harvard.edu

Barrodale, I.; Roberts, F. D. K. (1973). "An improved algorithm for discrete L₁ linear approximation". SIAM Journal on Numerical Analysis. 10 (5): 839–848. Bibcode:1973SJNA...10..839B. doi:10.1137/0710069. hdl:1828/11491. JSTOR 2156318.
Li, Yinbo; Arce, Gonzalo R. (2004). "A Maximum Likelihood Approach to Least Absolute Deviation Regression". EURASIP Journal on Applied Signal Processing. 2004 (12): 1762–1769. Bibcode:2004EJASP2004...61L. doi:10.1155/S1110865704401139.
Kržić, Ana Sović; Seršić, Damir (2018). "L1 minimization using recursive reduction of dimensionality". Signal Processing. 151: 119–129. Bibcode:2018SigPr.151..119S. doi:10.1016/j.sigpro.2018.05.002.

adsabs.harvard.edu

Branham, R. L., Jr., "Alternatives to least squares", Astronomical Journal 87, June 1982, 928–937. [1] at SAO/NASA Astrophysics Data System (ADS)

jstor.org

Barrodale, I.; Roberts, F. D. K. (1973). "An improved algorithm for discrete L₁ linear approximation". SIAM Journal on Numerical Analysis. 10 (5): 839–848. Bibcode:1973SJNA...10..839B. doi:10.1137/0710069. hdl:1828/11491. JSTOR 2156318.
Schlossmacher, E. J. (December 1973). "An Iterative Technique for Absolute Deviations Curve Fitting". Journal of the American Statistical Association. 68 (344): 857–859. doi:10.2307/2284512. JSTOR 2284512.

leeds.ac.uk

For a discussion of LAD versus OLS, see these academic papers and reports: http://www.econ.uiuc.edu/~roger/research/rq/QRJEP.pdf and https://www.leeds.ac.uk/educol/documents/00003759.htm

murdoch.edu.au

researchrepository.murdoch.edu.au

Shi, Mingren; Mark A., Lukas (March 2002). "An L₁ estimation algorithm with degeneracy and linear constraints". Computational Statistics & Data Analysis. 39 (1): 35–55. doi:10.1016/S0167-9473(01)00049-4.

uiuc.edu

econ.uiuc.edu

For a discussion of LAD versus OLS, see these academic papers and reports: http://www.econ.uiuc.edu/~roger/research/rq/QRJEP.pdf and https://www.leeds.ac.uk/educol/documents/00003759.htm

wpi.edu

William A. Pfeil, Statistical Teaching Aids, Bachelor of Science thesis, Worcester Polytechnic Institute, 2006

math.wpi.edu

For a set of applets that demonstrate these differences, see the following site: http://www.math.wpi.edu/Course_Materials/SAS/lablets/7.3/73_choices.html