Shu-Hui Hsieh
Biographic Data
| ID | 145892 |
|---|---|
| NAME | Shu-Hui Hsieh |
| GIVEN NAMES | Shu-Hui |
| FAMILY NAME | Hsieh |
| SIGNATURE | HSIEH S |
| AFFILIATIONS | Research Center for Humanities and Social Sciences, Academia Sinica |
| ORCID | 0000-0003-4760-5245 |
| VERIFIED | Yes |
| TOTAL WORKS | 9 |
| TOTAL CITATIONS | 3 |
| WORKS AS AUTHOR | 9 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2010 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 1 |
Predictors of subjective well-being in Taiwan
This study examines key factors associated with subjective well-being (SWB) and their distributional patterns, with particular attention to threshold effects. We conducted a cross-sectional machine learning analysis using data from 10,712 adults in Taiwan drawn from a large-scale survey conducted in 2024. SHAP analysis was applied to interpret model outputs. Five central predictors—family relationships, health, interpersonal relationships, life g…
Relative deprivation and subsequent health, happiness, and human flourishing
Prevalence estimates for Covid-19-related health behaviors based on the cheating detection triangular model
Our findings strongly support the assumption that the CDTRM successfully controlled for the validity-threatening influence of SDB in a survey on three COVID-19-related health behaviors. Consequently, the CDTRM appears to be a promising technique to increase estimation validity compared to conventional DQ for health-related behaviors, and sensitive attributes in general, for which a strong influence of SDB is to be expected
A Two-stage Multilevel Randomized Response Technique With Proportional Odds Models and Missing Covariates
Surveys of income are complicated by the sensitive nature of the topic. The problem researchers face is how to encourage participants to respond and to provide truthful responses in surveys. To correct biases induced by nonresponse or underreporting, we propose a two-stage multilevel randomized response (MRR) technique to investigate the true level of income and to protect personal privacy. For a wide range of applications, we present a proportio…
A Logistic Regression Extension for the Randomized Response Simple and Crossed Models
We propose some theoretical and empirical advances by supplying the methodology for analyzing the factors that influence two sensitive variables when data are collected by randomized response (RR) survey modes. First, we provide the framework for obtaining the maximum likelihood estimates of logistic regression coefficients under the RR simple and crossed models, then we carry out a simulation study to assess the performance of the estimation pro…
Estimating the proportion of non-heterosexuals in Taiwan using Christofides’ randomized response model
Comparison of Estimators for Multi-level Randomized Response Data
In surveys, proportions of individuals self-reporting as bisexual and homosexual are likely to suffer from misreports or refusal to answer when directly questioned. For more reliable information, the randomized response technique is often used. Therefore, to reduce social desirability bias, a multi-level randomized response technique has been used in Taiwan to collect self-reported sexual identity. Using the Taiwan Social Change Survey as a case …
Estimates of Lifetime Extradyadic Sex Using a Hybrid of Randomized Response Technique and Crosswise Design
Dangerous work and name disclosure
Estimates of Lifetime Extradyadic Sex Using a Hybrid of Randomized Response Technique and Crosswise Design
A Logistic Regression Extension for the Randomized Response Simple and Crossed Models
We propose some theoretical and empirical advances by supplying the methodology for analyzing the factors that influence two sensitive variables when data are collected by randomized response (RR) survey modes. First, we provide the framework for obtaining the maximum likelihood estimates of logistic regression coefficients under the RR simple and crossed models, then we carry out a simulation study to assess the performance of the estimation pro…
Dangerous work and name disclosure
Estimates of Lifetime Extradyadic Sex Using a Hybrid of Randomized Response Technique and Crosswise Design
Estimating the proportion of non-heterosexuals in Taiwan using Christofides’ randomized response model
Comparison of Estimators for Multi-level Randomized Response Data
In surveys, proportions of individuals self-reporting as bisexual and homosexual are likely to suffer from misreports or refusal to answer when directly questioned. For more reliable information, the randomized response technique is often used. Therefore, to reduce social desirability bias, a multi-level randomized response technique has been used in Taiwan to collect self-reported sexual identity. Using the Taiwan Social Change Survey as a case …
A Two-stage Multilevel Randomized Response Technique With Proportional Odds Models and Missing Covariates
Surveys of income are complicated by the sensitive nature of the topic. The problem researchers face is how to encourage participants to respond and to provide truthful responses in surveys. To correct biases induced by nonresponse or underreporting, we propose a two-stage multilevel randomized response (MRR) technique to investigate the true level of income and to protect personal privacy. For a wide range of applications, we present a proportio…
A Logistic Regression Extension for the Randomized Response Simple and Crossed Models
We propose some theoretical and empirical advances by supplying the methodology for analyzing the factors that influence two sensitive variables when data are collected by randomized response (RR) survey modes. First, we provide the framework for obtaining the maximum likelihood estimates of logistic regression coefficients under the RR simple and crossed models, then we carry out a simulation study to assess the performance of the estimation pro…
Prevalence estimates for Covid-19-related health behaviors based on the cheating detection triangular model
Our findings strongly support the assumption that the CDTRM successfully controlled for the validity-threatening influence of SDB in a survey on three COVID-19-related health behaviors. Consequently, the CDTRM appears to be a promising technique to increase estimation validity compared to conventional DQ for health-related behaviors, and sensitive attributes in general, for which a strong influence of SDB is to be expected
Relative deprivation and subsequent health, happiness, and human flourishing
Predictors of subjective well-being in Taiwan
This study examines key factors associated with subjective well-being (SWB) and their distributional patterns, with particular attention to threshold effects. We conducted a cross-sectional machine learning analysis using data from 10,712 adults in Taiwan drawn from a large-scale survey conducted in 2024. SHAP analysis was applied to interpret model outputs. Five central predictors—family relationships, health, interpersonal relationships, life g…
Survey Sampling and Estimation Techniques (6 works) · Mathematics (5 works) · Psychology (5 works) · Statistics (5 works) · Medicine (4 works) · Randomized response (4 works) · Social Psychology (4 works) · Computer Science (3 works) · Econometrics (3 works) · Estimator (3 works)