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Krahasoni metodat

Shqyrtoni metodat e zgjedhura krah për krah; rreshtat që ndryshojnë janë të theksuar.

Indeksi i Kushtit×Regresioni me Mënyrën më të Vogël të Katrorëve (OLS)×
FushaEkonometriEkonometri
FamiljaRegression modelRegression model
Viti i origjinës19802019
KrijuesiBelsley, Kuh & WelschWooldridge (textbook treatment); classical least squares
LlojiCollinearity diagnostic indexLinear regression
Burimi themeluesBelsley, D. A., Kuh, E., & Welsch, R. E. (1980). Regression Diagnostics: Identifying Influential Data and Sources of Collinearity. John Wiley & Sons. ISBN: 978-0-471-05856-4Wooldridge, J. M. (2019). Introductory Econometrics: A Modern Approach (7th ed.). Cengage Learning. ISBN: 978-1337558860
Emërtime të tjeraBelsley Condition Index, Collinearity Condition Index, Singular Value Condition Index, Koşul İndeksiordinary least squares, classical linear regression, linear regression, en küçük kareler regresyonu
Të lidhura25
PërmbledhjaThe Condition Index, introduced by Belsley, Kuh, and Welsch (1980), is a scalar measure derived from singular value decomposition of the scaled regressor matrix. It quantifies the degree of near-linear dependence among predictors in ordinary least squares regression, enabling analysts to detect collinearity that inflates coefficient variance and destabilises parameter estimates. Widely used in economics, social sciences, and biomedical research wherever OLS regression is applied.Ordinary Least Squares is the classical linear regression method that explains a continuous outcome as a linear combination of predictors. It estimates the coefficients by minimising the sum of squared residuals, and under the Gauss-Markov assumptions these estimates are the best linear unbiased estimator (BLUE).
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ScholarGateKrahasoni metodat: Condition Index · OLS Regression. Marrë më 2026-06-17 nga https://scholargate.app/sq/compare