An improved randomized response model based on cauchy stochastic process

Key Points

• The improved randomized response model effectively reduces bias in survey responses, enhancing data privacy.
• Key metrics indicate a significant reduction in bias, addressing privacy concerns in sensitive research areas.
• Analysis employed a novel approach based on the Cauchy stochastic process to enhance the original model's performance.
• Implications suggest that further validation of this model could strengthen data privacy measures in social research.