Cholesky decomposition

Results: 129



#Item
81Bayesian statistics / Statistical theory / Regression analysis / Generalized linear model / Point estimation / Prior probability / Cholesky decomposition / Maximum likelihood / Normal distribution / Statistics / Estimation theory / Statistical inference

CHAPTER 6 Numerical Issues Involved in Inverting Hessian Matrices Jeff Gill and Gary King

Add to Reading List

Source URL: gking.harvard.edu

Language: English - Date: 2013-02-04 23:37:34
82Statistics / Kalman filter / Simultaneous localization and mapping / Matrix / Cholesky decomposition / Graphical model / Directed acyclic graph / Tree decomposition / Graph theory / Robot control / Mathematics

Square Root SAM Simultaneous Localization and Mapping via Square Root Information Smoothing Frank Dellaert and Michael Kaess Center for Robotics and Intelligent Machines, College of Computing Georgia Institute of Technol

Add to Reading List

Source URL: people.csail.mit.edu

Language: English - Date: 2012-03-26 23:43:36
83Matrices / Statistical theory / Numerical linear algebra / Maximum likelihood / Multivariate normal distribution / Covariance matrix / Cholesky decomposition / Generalized least squares / Fisher information / Statistics / Estimation theory / Regression analysis

Penalized least squares versus generalized least squares representations of linear mixed models Douglas Bates Department of Statistics University of Wisconsin – Madison June 20, 2014

Add to Reading List

Source URL: cran.r-project.org

Language: English - Date: 2014-07-19 13:51:41
84Operator theory / Numerical linear algebra / XTR / Cholesky decomposition / Combinatorics / Integer sequences / Kalman filter / Partial fractions in complex analysis / Mathematics / Mathematical analysis / Algebra

T:uesINGERCEge6009tents!90_4_LE.dvi

Add to Reading List

Source URL: www.cs.mcgill.ca

Language: English - Date: 2006-10-08 23:34:30
85Numerical linear algebra / Matrix theory / Singular value decomposition / Matrices / Cholesky decomposition / QR decomposition / Matrix decomposition / Incomplete Cholesky factorization / Eigendecomposition of a matrix / Algebra / Linear algebra / Mathematics

Predictive low-rank decomposition for kernel methods Francis R. Bach Centre de Morphologie Math´ematique, Ecole des Mines de Paris 35 rue Saint-Honor´e, 77300 Fontainebleau, France Michael I. Jordan

Add to Reading List

Source URL: www.machinelearning.org

Language: English - Date: 2008-12-01 11:14:49
86Numerical linear algebra / Cholesky decomposition / Operator theory / Variance / Normal distribution / Matrix / Mathcad / Statistics / Mathematics / Mathematical analysis

Microsoft Word - The PM10-2.5 Model detail.doc

Add to Reading List

Source URL: www.epa.gov

Language: English - Date: 2005-08-23 15:28:57
87Artificial intelligence / Neural networks / Perceptron / Expectation–maximization algorithm / Hidden Markov model / Speech recognition / Cholesky decomposition / Part-of-speech tagging / Statistical classification / Statistics / Machine learning / Markov models

Matrix Updates for Perceptron Training of Continuous Density Hidden Markov Models Chih-Chieh Cheng Department of Computer Science and Engineering, University of California, San Diego Fei Sha

Add to Reading List

Source URL: www.machinelearning.org

Language: English - Date: 2009-05-18 12:17:01
88Numerical linear algebra / Least squares / Estimation theory / Covariance matrix / Cholesky decomposition / Normal distribution / Multivariate normal distribution / Variance / Generalized least squares / Statistics / Regression analysis / Data analysis

A Cautionary Note on Generalized Linear Models for Covariance of Unbalanced Longitudinal Data Jianhua Z. Huanga , Min Chenb , Mehdi Maadooliata , Mohsen Pourahmadia a Department of Statistics, Texas A&M University.

Add to Reading List

Source URL: www.stat.tamu.edu

Language: English - Date: 2011-09-09 09:06:04
89Operations research / Convex optimization / Linear programming / Convex analysis / Semidefinite programming / Positive-definite matrix / Frank–Wolfe algorithm / Nonlinear dimensionality reduction / Cholesky decomposition / Mathematical optimization / Mathematics / Algebra

A Hybrid Algorithm for Convex Semidefinite Optimization S¨ oren Laue Friedrich-Schiller-University Jena, Germany

Add to Reading List

Source URL: icml.cc

Language: English - Date: 2012-06-07 13:19:44
90Multivariate normal distribution / Generalized least squares / Maximum likelihood / Cholesky decomposition / Normal distribution / Covariance / Smoothing spline / Linear regression / B-spline / Statistics / Regression analysis / Estimation theory

Estimation of Large Covariance Matrices of Longitudinal Data with Basis Function Approximations Jianhua Z. Huang, Linxu Liu and Naiping Liu ∗

Add to Reading List

Source URL: www.stat.tamu.edu

Language: English - Date: 2006-07-10 10:26:41
UPDATE