Linear least squares

Results: 1469



#Item
71Statistics / Statistical classification / Linear algebra / Mathematical optimization / Mathematics / Mathematical analysis / Regression analysis / Dimension reduction / Support vector machine / Compressed sensing / Regularized least squares / Speedup

Parallel Coordinate Descent for L1 -Regularized Loss Minimization Joseph K. Bradley † Aapo Kyrola † Danny Bickson Carlos Guestrin

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Source URL: select.cs.cmu.edu

Language: English - Date: 2011-11-03 13:21:57
72Regression analysis / Statistics / Estimation theory / Simultaneous equation methods / Parametric statistics / Statistical models / Instrumental variable / Endogeneity / Ordinary least squares / Variance / Dependent and independent variables / Linear regression

Microsoft PowerPoint - iv

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Source URL: terpconnect.umd.edu

Language: English - Date: 2015-04-21 13:14:53
73Regression analysis / Econometrics / Statistical methods / Estimation theory / Parametric statistics / Linear regression / Kriging / Gaussian process / Least squares / Feature selection / Lasso / Ordinary least squares

MODELING AND OPTIMIZATION OF A ROBUST GAS SENSOR Margarita A. Rebolledo C., Sebastian Krey, Thomas Bartz-Beielstein, Oliver Flasch, Andreas Fischbach, J¨org Stork SPOTSeven Lab, TH K¨ oln, Gummersbach, Germany

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Source URL: bioma.ijs.si

Language: English - Date: 2016-05-13 04:21:47
74

Fast and Robust Least Squares Estimation in Corrupted Linear Models Brian McWilliams∗ Gabriel Krummenacher∗ Mario Lucic Joachim M. Buhmann Department of Computer Science

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Source URL: las.inf.ethz.ch

Language: English - Date: 2014-12-05 08:32:06
    75Covariance and correlation / Statistics / Regression analysis / Estimation theory / Independence / Parametric statistics / Correlation and dependence / Linear regression / Correlation does not imply causation / Least squares / Partial correlation / Multiple correlation

    Administrative Notes StatisticsLecture 7 •  Homework 1 due in recitation: Friday, Feb. 5 •  Homework 2 now posted on course website:

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    Source URL: www-stat.wharton.upenn.edu

    Language: English - Date: 2016-02-04 19:24:06
    76Statistics / Regression analysis / Leverage / Influential observation / Ordinary least squares / Importance sampling / Linear regression / Matrix / Degrees of freedom / Sampling / Orthogonal matrix / Variance

    Statistical and Algorithmic Perspectives on Randomized Sketching for Ordinary Least-Squares Garvesh Raskutti RASKUTTI @ STAT. WISC . EDU University of Wisconsin, Madison, Department of Statistics, Department of Computer

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    Source URL: www.stat.berkeley.edu

    Language: English - Date: 2015-05-28 13:06:14
    77

    Fast and Robust Least Squares Estimation in Corrupted Linear Models Brian McWilliams⇤ Gabriel Krummenacher⇤ Mario Lucic Joachim M. Buhmann Department of Computer Science

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    Source URL: las.inf.ethz.ch

    Language: English - Date: 2015-10-22 07:35:08
      78

      Penalized least squares versus generalized least squares representations of linear mixed models Douglas Bates Department of Statistics University of Wisconsin – Madison November 22, 2014

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      Source URL: cran.r-project.org

      Language: English - Date: 2016-04-16 14:40:20
        79Statistics / Estimation theory / Econometrics / Regression analysis / Statistical theory / Least squares / Linear regression / Polynomial regression / Loss function / Kernel regression / Efficiency / Mean squared error

        JMLR: Workshop and Conference Proceedings vol 40:1–17, 2015 Optimum Statistical Estimation with Strategic Data Sources Yang Cai∗ CAI @ CS . MCGILL . CA

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        Source URL: jmlr.org

        Language: English - Date: 2015-07-20 20:08:35
        80Statistics / Parametric statistics / Statistical inference / Estimation theory / Regression analysis / Single-equation methods / Linear regression / Simple linear regression / T-statistic / Confidence interval / Least squares / Errors and residuals

        Administrative Notes StatisticsLecture 22 •  Homework 6 due in recitation tomorrow Inference for relationships

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        Source URL: www-stat.wharton.upenn.edu

        Language: English - Date: 2016-04-06 13:56:31
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