Privacy-preserving Inference of Regression Relationship
Inference of regression relationship is a fundamental content in statistical analysis.Its operational form is somehow too complicated to be computed efficiently.In order to solve multiple linear regression under secure two-party model,the secure protocols for maximum likelihood,sum of squared residuals and regression sum of square are proposed.According to their specialties of calculation,the simplification discipline of matrix continued product is summarized and the number of interactive time is reduced.At last,the applications for privacy-preserving predication detection are also discussed.