A pictorial treatment of generalized inverses for statistics based on dual vector spaces
Marla Stone
Abstract
Marla Stone
Abstract
A pictorial description of five important types of generalized inverse is expounded, based on dual vector spaces.Five wellknown representations of three of the types are then pictorially displayed.Finally, the pictorial approach, which is coordinate-free, is applied to give concise versions of four standard approaches to affine estimation for the general linear model.
A significance statement is not available in the OpenAlex record.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
A pictorial description of five important types of generalized inverse is expounded, based on dual vector spaces.Five wellknown representations of three of the types are then pictorially displayed.Finally, the pictorial approach, which is coordinate-free, is applied to give concise versions of four standard approaches to affine estimation for the general linear model.
Key concepts: Affine transformation, Dual (grammatical number), Dual space, Vector space, Inverse, Mathematics, Algebra over a field, Generalized inverse