Least absolute deviations

Results: 12



#Item
1Regression analysis / Econometrics / Estimation theory / Mathematical optimization / Decision trees / Decision tree learning / Linear regression / Least squares / Least absolute deviations / Multivariate adaptive regression splines / Predictive analytics

Chapter 3 Tree- based Regress ion This chapter describes two different approaches to induce regression trees. We first present the standard methodology based on the minimisation of the squared error. Least squares (LS) r

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Source URL: www.dcc.fc.up.pt

Language: English - Date: 2012-12-13 10:18:43
2Statistical classification / Statistical theory / Econometrics / Regression analysis / Support vector machine / Loss function / Elastic net regularization

Scaling SVM and Least Absolute Deviations via Exact Data Reduction

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Source URL: peterwonka.net

Language: English - Date: 2014-10-11 17:13:54
3Quantile regression / Summary statistics / Estimation theory / Linear regression / Quantile / Randomized algorithm / Least absolute deviations / Statistics / Regression analysis / Econometrics

Quantile Regression for Large-scale Applications Jiyan Yang ICME, Stanford University, Stanford, CA 94305

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Source URL: www.cs.yale.edu

Language: English - Date: 2013-05-09 18:59:32
4Econometrics / Estimation theory / Machine learning / Least squares / Least absolute deviations / Linear regression / Regularization / Elastic net regularization / Tikhonov regularization / Statistics / Regression analysis / Mathematical optimization

Notes 3 Statistical Machine Learning Linear Methods Instructor: Justin Domke

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Source URL: users.cecs.anu.edu.au

Language: English - Date: 2011-11-07 14:35:36
5Econometrics / Estimation theory / Least squares / Least absolute deviations / Linear regression / Regularization / Elastic net regularization / Tikhonov regularization / Support vector machine / Statistics / Regression analysis / Mathematical optimization

Notes 4 Statistical Machine Learning Linear Methods Instructor: Justin Domke

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Source URL: users.cecs.anu.edu.au

Language: English - Date: 2011-11-07 14:35:34
6Robust regression / Least squares / Plot / Theil–Sen estimator / Least absolute deviations / Statistics / Regression analysis / Linear regression

C Analytical Methods Dynamic Article Links <

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Source URL: www.rsc.org

Language: English - Date: 2014-08-20 04:20:10
7Least squares / Linear regression / Slope / Line / Distance / Least absolute deviations / Simple linear regression / Statistics / Regression analysis / Mathematics

A Graphically Motivated, Non-Calculus Derivation of Formulas for Linear Regression S. M. Zoltek¤ S. S. Dicky Department of Mathematical Sciences and

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Source URL: archives.math.utk.edu

Language: English - Date: 1997-11-05 00:00:00
8Mathematical sciences / Delaunay triangulation / Nelder–Mead method / Simplex / Mathematical optimization / Variance / Regression analysis / Least absolute deviations / Algorithm / Statistics / Operations research / Mathematics

Proceedings IEEE International Conference on Systems, Man, and Cybernetics, Chicago, Illinois, October 18-21, 1992 Global Rd Optimization when Probes are Expensive: the GROPE Algorithm John F. Elder IV Department of Sys

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Source URL: datamininglab.com

Language: English
9Econometrics / Mathematical optimization / Lasso / Linear regression / Least absolute deviations / Robust regression / Multicollinearity / Feature selection / Outlier / Statistics / Regression analysis / Robust statistics

A Robust Variable Selection Method for Grouped Data Kristin Lilly and Nedret Billor Auburn University, Department of Mathematics & Statistics, 221 Parker Hall, Auburn University, Alabama[removed]An example of grouped data

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Source URL: srcos2014.blogs.rice.edu

Language: English - Date: 2014-07-30 15:47:32
10Standard deviation / Absolute deviation / Least squares / Large deviations theory / Statistics / Mathematical optimization / Data analysis

PDF Document

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Source URL: www-eio.upc.es

Language: English - Date: 2012-10-01 09:57:46
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