Estimation of covariance matrices

Results: 56



#Item
11Statistics / Estimation theory / Statistical theory / Algebra of random variables / M-estimators / Maximum likelihood estimation / Fisher information / Covariance / Multivariate random variable / Matrix / Variance / Estimation of covariance matrices

Stochastic approximation of score functions for Gaussian processes

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Source URL: arxiv.org

Language: English - Date: 2013-12-10 20:17:39
12

Estimating Structured High-Dimensional Covariance and Precision Matrices: Optimal Rates and Adaptive Estimation T. Tony Cai1 , Zhao Ren2 and Harrison H. Zhou3 University of Pennsylvania, University of Pittsburgh and Yale

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Source URL: www.stat.yale.edu

Language: English - Date: 2014-10-30 13:14:43
    13

    Minimax Estimation of Large Covariance Matrices under ℓ1-Norm T. Tony Cai1 and Harrison H. Zhou2 University of Pennsylvania and Yale University Abstract

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    Source URL: www.stat.yale.edu

    Language: English - Date: 2012-04-06 10:02:23
      14

      1 COMMENTS on “MINIMAX ESTIMATION OF LARGE COVARIANCE MATRICES UNDER ℓ1 -NORM” Ming Yuan Georgia Institute of Technology

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      Source URL: pages.stat.wisc.edu

      Language: English - Date: 2013-01-03 18:16:36
        15

        Regularized estimation of large covariance matrices

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        Source URL: dept.stat.lsa.umich.edu

        Language: English - Date: 2008-02-05 06:52:03
          16

          Sparse estimation of large covariance matrices via a nested Lasso penalty

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          Source URL: dept.stat.lsa.umich.edu

          Language: English - Date: 2008-03-24 12:15:30
            17

            Positive-Definite ℓ1-Penalized Estimation of Large Covariance Matrices Lingzhou XUE, Shiqian MA, and Hui ZOU The thresholding covariance estimator has nice asymptotic properties for estimating sparse large covariance m

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            Source URL: users.stat.umn.edu

            Language: English - Date: 2013-02-04 23:58:23
              18Time series analysis / Technical analysis / Volatility / Forecasting / Estimation of covariance matrices / Covariance / Time series / Statistics / Mathematical finance / Statistical forecasting

              CREATES Research PaperForecasting Covariance Matrices: A Mixed Frequency Approach Roxana Halbleib and Valeri Voev

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              Source URL: econ.au.dk

              Language: English - Date: 2011-09-21 09:13:16
              19Covariance and correlation / Numerical linear algebra / Multivariate statistics / Estimation of covariance matrices / Covariance matrix / Cholesky decomposition / Principal component analysis / Covariance / Variance / Statistics / Data analysis / Estimation theory

              Positive Semidefinite Integrated Covariance Estimation, Factorizations and Asynchronicity Kris Boudt, Sébastien Laurent, Asger Lunde and Rogier Quaedvlieg CREATES Research Paper

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              Source URL: econ.au.dk

              Language: English - Date: 2014-02-25 03:07:30
              20Optimal design / Partial least squares regression / Mixed model / General linear model / Resampling / Generalized linear model / Estimation of covariance matrices / Errors-in-variables models / Principal component analysis / Statistics / Regression analysis / Linear regression

              LINSTAT – IWMS’2012 Będlewo, Poland, 16–20 July 2012, http://linstat2012.au.poznan.pl/ Sunday, :00 – 19:00 – Registration

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              Source URL: www.sis.uta.fi

              Language: English - Date: 2012-08-09 08:24:55
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