/// Returns the parameters of the line after performing simple linear regression on the input data. pub fn linear_regression(data_points: Vec<(f64, f64)>) -> Option<(f64, f64)> { if data_points.is_empty() { ret
In this work, however, we demonstrate that the existing data-driven procedure for estimating the parameters of this regression model can be very instable and inaccurate. The tendency to omit relevant points of impact is a particularly problematic aspect resulting in omitted-variable biases. We ...
Made docstring ofLinearRegressionmore consistent with the docstrings offitandpredict(and variable names in code). Removed comment on Moore-Penrose inverse because it does not really help to understand what the struct does. Instead it is explained more precisely what the goal ofordinaryleast squares ...
Linear systems have a long history and near infinitely many uses and applications. The most basic linear vector system isAx =bfor anmbynmatrixAand vectorsx \in {\mathbb {R}}^nandb \in {\mathbb {R}}^mwhereAandbare given andxis unknown. ClearlyAx = bis solvable precisely whenblies in...
(Cameron & Trivedi,1998a,1998b,2005). Our response, in particular, exhibits overdispersion and an excess number of zeros, which leads us to use a zero-inflated negative binomial (ZINB) count model. Based on the canonical log link for the negative binomial component, the regression equation ...
Linking Teleconnection Patterns to European Temperature - A Multiple Linear Regression Model. Meteorologische Zeitschrift, 24, 4, 411-423.Rust, H.W.; Richling, A.; Bissolli, P.; Ulbrich, U. Linking teleconnection patterns to European temperature--A multiple linear regression model. Meteorol. Z...
Functional linear regressionOnline advertisingPoints of impactThe functional linear regression model with points of impact (PoI) is a recent augmentation of the classical functional linear model with many practically important applications. In this article, however, we demonstrate that the existing data-...
A Gibbs sampler for multivariate linear regression. arXiv 2016, arXiv:1509.00908. [CrossRef] Disclaimer/Publisher's Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). ...