Regression Analysis Under Link Violation

Link usage violation

LINK USAGE VIOLATION We have noticed that TENEX systems use link numbers outside the allowed range. This is a violation of the official HOST-HOST protocol. This causes problems with some sites when attempting to establish connections with TENEX systems. We urge that this problem be corrected by bringing all TENEX systems into conformance with the established official protocol [This RFC was put ...

Structural Logistic Regression for Link Analysis

We present Structural Logistic Regression, an extension of logistic regression to modeling relational data. It is an integrated approach to building regression models from data stored in relational databases in which potential predictors, both boolean and real-valued, are generated by structured search in the space of queries to the database, and then tested with statistical information criteri...

Regression analysis under incomplete linkage

Regression Analysis under Inverse Gaussian Model: Repeated Observation Case

 Traditional regression analyses assume normality of observations and independence of mean and variance. However, there are many examples in science and Technology where the observations come from a skewed distribution and moreover there is a functional dependence between variance and mean. In this article, we propose a method for regression analysis under Inverse Gaussian model when th...

Functional Mechanism: Regression Analysis under Differential Privacy

ε-differential privacy is the state-of-the-art model for releasing sensitive information while protecting privacy. Numerous methods have been proposed to enforce ε-differential privacy in various analytical tasks, e.g., regression analysis. Existing solutions for regression analysis, however, are either limited to non-standard types of regression or unable to produce accurate regression results...