Lineaire & niet-lineaire regressie
21 methoden in deze familie.
Uitgelicht
Beta RegressieBeta regression is a generalized linear model introduced by Ferrari and Cribari-Neto (2004) for outcomes that are rates or proportions confined to the open interval (0,1). It modelGames-Howell Post-Hoc TestThe Games-Howell test is a parametric post-hoc multiple comparison procedure that identifies which pairs of group means differ significantly after an omnibus ANOVA reveals a signifGeneraliseerde Additieve Modellen voor Locatie, Schaal en Vorm (GAMLSS)GAMLSS is a broad class of semi-parametric regression models introduced by Robert Rigby and Mikis Stasinopoulos in 2005. Unlike classical regression, which models only the mean of Gegeneraliseerde Kleinste Kwadraten (GLS)Generalized Least Squares (GLS) is a linear regression estimator that extends ordinary least squares to handle situations where the error terms are correlated or have non-constant Diagnostiek van invloed (Cook's distance, DFFITS, leverage)Influence diagnostics are a family of post-fit measures that quantify how much each single observation affects a fitted regression. Cook's distance was introduced by R. Dennis CookLeast Median of Squares (LMS) RegressieLeast Median of Squares is a robust linear regression method introduced by Peter J. Rousseeuw in 1984. Instead of minimising the sum of squared residuals like ordinary least square
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Alle methoden 21
Beta RegressieGames-Howell Post-Hoc TestGeneraliseerde Additieve Modellen voor Locatie, Schaal en Vorm (GAMLSS)Gegeneraliseerde Kleinste Kwadraten (GLS)Diagnostiek van invloed (Cook's distance, DFFITS, leverage)Least Median of Squares (LMS) RegressieMICEMeervoudige Lineaire RegressieMultivariate Meervoudige Lineaire RegressieGewone Kleinste Kwadraten (OLS)Panel Simple Linear RegressionPolynoomregressiePoweranalyse voor meervoudige regressieRobuuste moderatieanalyseRobuuste meervoudige lineaire regressieRobuuste enkelvoudige lineaire regressieEnkelvoudige lineaire regressieStapsgewijze RegressieTau (τ) Estimator van RegressieGewogen Kleinste Kwadraten (GKK)Wild Bootstrap voor Regressie-inferentie