Linear least squares

http://dbpedia.org/resource/Linear_least_squares an entity of type: Thing

Linear least squares (LLS) is the least squares approximation of linear functions to data.It is a set of formulations for solving statistical problems involved in linear regression, including variants for ordinary (unweighted), weighted, and generalized (correlated) residuals.Numerical methods for linear least squares include inverting the matrix of the normal equations and orthogonal decomposition methods. rdf:langString
rdf:langString Linear least squares
xsd:integer 27118759
xsd:integer 1119765973
rdf:langString Linear least squares (LLS) is the least squares approximation of linear functions to data.It is a set of formulations for solving statistical problems involved in linear regression, including variants for ordinary (unweighted), weighted, and generalized (correlated) residuals.Numerical methods for linear least squares include inverting the matrix of the normal equations and orthogonal decomposition methods.
xsd:nonNegativeInteger 27108
owl:Thing
<http://dbpedia.org/resource/Linear_regression>
<http://dbpedia.org/resource/Ordinary_least_squares>
<http://commons.wikimedia.org/wiki/Special:FilePath/Linear_least_squares2.svg>
<http://commons.wikimedia.org/wiki/Special:FilePath/Linear_least_squares_example2.svg>
<http://dbpedia.org/resource/Category:Computational_statistics>
<http://dbpedia.org/resource/Category:Broad-concept_articles>
<http://dbpedia.org/resource/Category:Least_squares>
<http://dbpedia.org/resource/Calibration_curve>
<http://dbpedia.org/resource/Beer–Lambert_law>
<http://dbpedia.org/resource/Non-linear_least_squares>
<http://dbpedia.org/resource/Category:Computational_statistics>
<http://dbpedia.org/resource/Bias_of_an_estimator>
<http://dbpedia.org/resource/Regularized_least_squares>
<http://dbpedia.org/resource/Degrees_of_freedom_(statistics)>
<http://dbpedia.org/resource/Descriptive_statistics>
<http://dbpedia.org/resource/Dominating_decision_rule>
<http://dbpedia.org/resource/James–Stein_estimator>
<http://dbpedia.org/resource/Numerical_methods_for_linear_least_squares>
<http://dbpedia.org/resource/Numerical_smoothing_and_differentiation>
<http://dbpedia.org/resource/Mathematical_optimization>
<http://dbpedia.org/resource/Mathematics>
<http://dbpedia.org/resource/Maxima_and_minima>
<http://dbpedia.org/resource/Chemometrics>
<http://dbpedia.org/resource/Chi-squared_distribution>
<http://dbpedia.org/resource/Gauss–Markov_theorem>
<http://dbpedia.org/resource/Generalized_least_squares>
<http://dbpedia.org/resource/Consistent_estimator>
<http://dbpedia.org/resource/Constrained_least_squares>
<http://dbpedia.org/resource/Convex_function>
<http://dbpedia.org/resource/Homoscedasticity>
<http://dbpedia.org/resource/Statistical_inference>
<http://dbpedia.org/resource/Objective_function>
<http://dbpedia.org/resource/Arithmetic_mean>
<http://dbpedia.org/resource/Linear_functions>
<http://dbpedia.org/resource/Simple_linear_regression>
<http://dbpedia.org/resource/Statistical_model>
<http://dbpedia.org/resource/Statistics>
<http://dbpedia.org/resource/Closed-form_expression>
<http://dbpedia.org/resource/Data_fitting>
<http://dbpedia.org/resource/Overdetermined_system>
<http://dbpedia.org/resource/Partial_derivative>
<http://dbpedia.org/resource/Partial_least_squares_regression>
<http://dbpedia.org/resource/Observational_study>
<http://dbpedia.org/resource/Total_least_squares>
<http://dbpedia.org/resource/B-spline>
<http://dbpedia.org/resource/Data>
<http://dbpedia.org/resource/Column_space>
<http://dbpedia.org/resource/Errors_and_residuals_in_statistics>
<http://dbpedia.org/resource/Least_squares>
<http://dbpedia.org/resource/Line_fitting>
<http://dbpedia.org/resource/Linear_function>
<http://dbpedia.org/resource/Linear_regression>
<http://dbpedia.org/resource/Cumulative_distribution_function>
<http://dbpedia.org/resource/Errors-in-variables_models>
<http://dbpedia.org/resource/Expected_value>
<http://dbpedia.org/resource/Experiment>
<http://dbpedia.org/resource/Normal_distribution>
<http://dbpedia.org/resource/Parameter>
<http://dbpedia.org/resource/Goodness_of_fit>
<http://dbpedia.org/resource/Gran_plot>
<http://dbpedia.org/resource/Iterative_method>
<http://dbpedia.org/resource/Iteratively_reweighted_least_squares>
<http://dbpedia.org/resource/Dependent_variable>
<http://dbpedia.org/resource/Matrix_decomposition>
<http://dbpedia.org/resource/Prediction>
<http://dbpedia.org/resource/Prior_probability>
<http://dbpedia.org/resource/Regression_analysis>
<http://dbpedia.org/resource/Regularization_(mathematics)>
<http://dbpedia.org/resource/Residual_(statistics)>
<http://dbpedia.org/resource/Category:Broad-concept_articles>
<http://dbpedia.org/resource/Category:Least_squares>
<http://dbpedia.org/resource/Efficiency_(statistics)>
<http://dbpedia.org/resource/Tikhonov_regularization>
<http://dbpedia.org/resource/Polynomial>
<http://dbpedia.org/resource/Independent_variable>
<http://dbpedia.org/resource/Minimum_mean_square_error>
<http://dbpedia.org/resource/Ordinary_least_squares>
<http://dbpedia.org/resource/Orthogonal_polynomials>
<http://dbpedia.org/resource/Mathematical_model>
<http://dbpedia.org/resource/Maximum_likelihood>
<http://dbpedia.org/resource/Mean_squared_error>
<http://dbpedia.org/resource/Multicollinearity>
<http://dbpedia.org/resource/Weighted_least_squares>
<http://dbpedia.org/resource/Standard_addition>
<http://dbpedia.org/resource/Nonlinear_least_squares>
<http://dbpedia.org/resource/Vandermonde_matrix>
<http://dbpedia.org/resource/Line-line_intersection>
<http://dbpedia.org/resource/Heteroscedasticity>
<http://dbpedia.org/resource/Polynomial_regression>
<http://dbpedia.org/resource/Shrinkage_estimator>
<http://dbpedia.org/resource/Outline_of_regression_analysis>
<http://dbpedia.org/resource/Stein's_phenomenon>
<http://dbpedia.org/resource/Residuals_(statistics)>
<http://dbpedia.org/resource/Ill-conditioned>
<http://dbpedia.org/resource/Least_squares_approximation>
<http://dbpedia.org/resource/Instrumental_variables>
<http://dbpedia.org/resource/File:Linear_least_squares_example2.svg>
<http://dbpedia.org/resource/File:Linear_least_squares2.svg>
<http://mathworld.wolfram.com/LeastSquaresFitting.html>
<http://mathworld.wolfram.com/LeastSquaresFittingPolynomial.html>
<http://gl.dbpedia.org/resource/Mínimos_cadrados_lineais>
<http://vi.dbpedia.org/resource/Bình_phương_tối_thiểu_tuyến_tính>
<http://www.wikidata.org/entity/Q6553462>
<https://global.dbpedia.org/id/4qN4F>
<http://dbpedia.org/resource/Template:Regression_bar>
<http://dbpedia.org/resource/Template:Citation_needed>
<http://dbpedia.org/resource/Template:Cite_book>
<http://dbpedia.org/resource/Template:Further>
<http://dbpedia.org/resource/Template:Math>
<http://dbpedia.org/resource/Template:Pb>
<http://dbpedia.org/resource/Template:Reflist>
<http://dbpedia.org/resource/Template:See_also>
<http://dbpedia.org/resource/Template:Short_description>
<http://dbpedia.org/resource/Template:Least_Squares_and_Regression_Analysis>
<http://commons.wikimedia.org/wiki/Special:FilePath/Linear_least_squares_example2.svg?width=300>
<http://en.wikipedia.org/wiki/Linear_least_squares?oldid=1119765973&ns=0>
<http://en.wikipedia.org/wiki/Linear_least_squares>

data from the linked data cloud