Scrambling Reports: New Estimators for Estimating the Population Mean of Sensitive Variables
Mathematics, 2023 Warner proposed a methodology called randomized response techniques, which, through the random scrambling of sensitive variables, allows the non-response rate to be reduced and the response bias to be diminished. In this document, we present a randomized
Pablo O. Juárez-Moreno +3 more
doaj +1 more source
Precision oncology: the intention-to-treat analysis fallacy. [PDF]
, 2020 It has recently been suggested that precision oncology studies should be reanalysed using the intention-to-treat (ITT) methodology developed for randomized controlled clinical trials.
Kato, Shumei +3 more
core +1 more source
Mathematics, 2023 The randomized response technique is one of the most commonly used indirect questioning methods to collect data on sensitive characteristics in survey research covering a wide variety of statistical applications including, e.g., behavioral science, socio-
Truong-Nhat Le +3 more
doaj +1 more source
Beating Randomized Response on Incoherent Matrices [PDF]
, 2011 Computing accurate low rank approximations of large matrices is a fundamental data mining task. In many applications however the matrix contains sensitive information about individuals.
Hardt, Moritz, Roth, Aaron
core +1 more source
Synthesized randomized response techniques
Scientific African, 2023 Reducing response bias in survey research is important in ensuring that the data collected accurately represents the population of interest. This study proposes the synthesized random response technique (SRRT) estimator as an efficient method to reduce ...
Isaac O. Adeniyi, Olusegun S. Ewemooje
doaj +1 more source
RRreg: An R Package for Correlation and Regression Analyses of Randomized Response Data
Journal of Statistical Software, 2018 The randomized response (RR) technique was developed to improve the validity of measures assessing attitudes, behaviors, and attributes threatened by social desirability bias.
Daniel W. Heck, Morten Moshagen
doaj +1 more source
A randomized clinical trial comparing family-focused treatment and individual supportive therapy for depression in childhood and early adolescence [PDF]
, 2017 OBJECTIVE: Despite the morbidity and negative outcomes associated with early-onset depression, few studies have examined the efficacy of psychosocial treatment for depressive disorders during childhood.
Asarnow, Joan R. +3 more
core +1 more source
The effect of metformin on biomarkers associated with breast cancer outcomes: a systematic review, meta-analysis, and dose–response of randomized clinical trials [PDF]
, 2020 Purpose: Breast cancer is a leading cause of cancer mortality in developed countries. We performed a meta-analysis of randomized clinical trials to investigate the effect of metformin on biomarkers associated with breast cancer outcomes and to explore ...
Chhabra, M. +9 more
core +2 more sources
Introducing an Efficient Alternative Technique to Optional Quantitative Randomized Response Models
Methodology, 2023 In social surveys on sensitive characteristics, optional randomized response models give the respondents the option to either report the true response or report the scrambled response.
Muhammad Azeem, Abdul Salam
doaj +1 more source
IEEE Access, 2018 Different from the traditional Internet-of-Things (IoT) architecture, information-centric IoT is a novel paradigm in which changes are made to the entire network stack, from layer 3 up to the application layer.
Hui Cao +3 more
doaj +1 more source