randomized_response_designer: Create a randomized response design
Description
Produces a (forced) randomized response design that measures the share of individuals with a given trait prevalence_trait in a population of size N. Probability of forced response ("Yes") is given by prob_forced_yes, and rate at which individuals with trait lie is given by withholding_rate.
A number in [0,1]. Probability that individual has the sensitive trait.
withholding_rate
A number in [0,1]. Probability that an individual with the sensitive trait hides it.
Value
A randomized response design.
Details
randomized_response_designer employs a specific variation of randomized response designs in which respondents are required to report a fixed answer to the sensitive question with a given probability (see Blair, Imai, and Zhou (2015) for alternative applications and estimation strategies).