Non-Randomized Response Techniques for Sensitive Questions in Surveys
Respondents to survey questions involving sensitive information, such as sexual behavior, illegal drug usage, tax evasion, and income, may refuse to answer the questions or provide untruthful answers to protect their privacy. This creates a challenge in drawing valid inferences from potentially...
Published August 17th 2013 by Chapman and Hall/CRC
EM, Data Augmentation and Noniterative Computation
Bayesian Missing Data Problems: EM, Data Augmentation and Noniterative Computation presents solutions to missing data problems through explicit or noniterative sampling calculation of Bayesian posteriors. The methods are based on the inverse Bayes formulae discovered by one of the author in 1995....
Published August 26th 2009 by Chapman and Hall/CRC