Nianqiao Ju

Latest

• Simulation-based Bayesian inference from privacy-protected data
• Spectral gap bounds for reversible hybrid Gibbs chains
• SNP-Slice: A Bayesian nonparametric framework to resolve SNP haplotypes in mixed infections
• Statistical Inference for Privatized Data with Unknown Sample Size
• Data Augmentation MCMC for Bayesian Inference from Privatized Data
• Sequential Monte Carlo algorithms for agent-based models of disease transmission
• A simple Markov chain for independent Bernoulli variables conditioned on their sum
• BETS: The dangers of selection bias in early analyses of the coronavirus disease (COVID-19) pandemic
• A Sequential Test for Selecting the Better Variant: Online A/B testing, Adaptive Allocation, and Continuous Monitoring