The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Oct. 17, 2023

Filed:

Aug. 09, 2019
Applicant:

Toyota Jidosha Kabushiki Kaisha, Toyota, JP;

Inventor:

Takahiro Tsubouchi, Miyoshi, JP;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/18 (2006.01); G06N 20/20 (2019.01); G06N 5/01 (2023.01);
U.S. Cl.
CPC ...
G06N 20/20 (2019.01); G06N 5/01 (2023.01);
Abstract

A multiple regression analysis apparatus capable of accurately performing a multiple regression analysis is provided. A multiple regression analysis apparatus includes a determination unit, a division unit, an analysis unit, and a regression equation acquisition unit. The determination unit determines one of a plurality of explanatory variables that is effective as a parameter when stratification of a plurality of data sets is performed to be a stratification explanatory variable. The division unit divides the plurality of data sets for each layer using the stratification explanatory variable. The analysis unit performs a multiple regression analysis on each of groups of the plurality of data sets that have been divided. The regression equation acquisition unit acquires an integrated multiple regression equation in which results of the multiple regression analysis are integrated.


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