Develops asymptotic convergence theory between unbounded and bounded DP with privatized sample size and proposes reversible jump MCMC plus Monte Carlo EM algorithms for inference.
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Statistical Inference for Privatized Data with Unknown Sample Size
Develops asymptotic convergence theory between unbounded and bounded DP with privatized sample size and proposes reversible jump MCMC plus Monte Carlo EM algorithms for inference.