We present an approach to construct differentially private synthetic data for contingency tables. The algorithm achieves privacy by adding noise selected summary counts, e.g., two-way margins of the table, via Geometric mechanism. posit underlying latent class model estimate parameters based on noisy and generate using estimated model. This allows agency create multiple imputations with no addi...

The past decade has seen substantial research on exact inference for contingency tables, both in terms of developing new analyses and developing efficient algorithms for computations. Coupled with concomitant improvements in computer power, this research has resulted in a greater variety of exact procedures becoming feasible for practical use and a considerable increase in the size of data sets...

despite the fact that it has become a fundamental variable for organizational design very few studies have been done to explore this vital issue in a systematic and convincing fashion. indeed, the small amount of information and few theories available on organizational design in general and much less on the effects of it on organization design is surprising. most studies on the effects of it on...