Unbiased Statistical Estimation and Valid Confidence Intervals Under Differential Privacy

no code yet • 27 Oct 2021

We present a method for producing unbiased parameter estimates and valid confidence intervals under the constraints of differential privacy, a formal framework for limiting individual information leakage from sensitive data.

Methodology Cryptography and Security Statistics Theory Statistics Theory

TWEETS

Addressing delayed case reporting in infectious disease forecast modeling

no code yet • 27 Oct 2021

We propose strategies for leveraging either historical data on case reporting or external internet-based data to estimate the amount of reporting error.

Methodology Applications

TWEETS