Shaobo Jin
Senior Lecturer/Associate Professor at Department of Mathematics; Academic staff
- E-mail:
- shaobo.jin@math.uu.se
- Visiting address:
- Ångströmlaboratoriet, Lägerhyddsvägen 1
- Postal address:
- Box 480
751 06 UPPSALA
Download contact information for Shaobo Jin at Department of Mathematics; Academic staff
Senior Lecturer/Associate Professor at Department of Mathematics; Statistics, AI and Data Science
- E-mail:
- shaobo.jin@math.uu.se
- Visiting address:
- Ångströmlaboratoriet, Lägerhyddsvägen 1
- Postal address:
- Box 480
751 06 UPPSALA
Biography
I received my doctoral degree in Statistics in May 2015 from Department of Statistics, Uppsala University. My dissertation is about estimation methods in exploratory factor analysis and structural equation models with ordinal data. Prior to the PhD program, I received my Bachelor of Science in Statistics in 2009 from Zhejiang University, China, and Master of Social Science in Statistics in 2011 from Uppsala University. My research areas include structural equation modeling with ordinal data, exploratory factor analysis, penalization, confidence interval estimation.

Publications
Selection of publications
A note on the accuracy of adaptive Gauss-Hermite quadrature
Part of Biometrika, p. 737-744, 2020
Frequentist Model Averaging in Structural Equation Modelling
Part of Psychometrika, p. 84-104, 2019
Approximated penalized maximum likelihood for exploratory factor analysis: An orthogonal case
Part of Psychometrika, p. 628-649, 2018
H-Likelihood Approach to Factor Analysis for Ordinal Data
Part of Structural Equation Modeling, p. 530-540, 2018
Part of British Journal of Mathematical & Statistical Psychology, p. 387-413, 2018
On the least-squares model averaging interval estimator
Part of Communications in Statistics - Theory and Methods, p. 118-132, 2018
Approximate Bayesianity of frequentist confidence intervals for a binomial proportion
Part of American Statistician, p. 106-111, 2017
Part of Journal of Statistical Computation and Simulation, p. 2915-2928, 2017
Asymptotic Robustness Study Of The Polychoric Correlation Estimation
Part of Psychometrika, p. 67-85, 2017
- DOI for Asymptotic Robustness Study Of The Polychoric Correlation Estimation
- Download full text (pdf) of Asymptotic Robustness Study Of The Polychoric Correlation Estimation
A Simulation Study of Polychoric Instrumental Variable Estimation in Structural Equation Models
Part of Structural Equation Modeling, p. 680-694, 2016
Part of British Journal of Mathematical & Statistical Psychology, p. 20-42, 2016
Recent publications
Part of Journal of Statistical Computation and Simulation, p. 905-930, 2025
- DOI for Regularized estimation of Kronecker structured covariance matrix using modified Cholesky decomposition
- Download full text (pdf) of Regularized estimation of Kronecker structured covariance matrix using modified Cholesky decomposition
Part of British Journal of Mathematical & Statistical Psychology, p. 477-507, 2024
- DOI for Fast estimation of generalized linear latent variable models for performance and process data with ordinal, continuous, and count observed variables
- Download full text (pdf) of Fast estimation of generalized linear latent variable models for performance and process data with ordinal, continuous, and count observed variables
Part of Journal of Advances in Modeling Earth Systems, 2024
- DOI for A Quantile Generalized Additive Approach for Compound Climate Extremes: Pan-Atlantic Extremes as a Case Study
- Download full text (pdf) of A Quantile Generalized Additive Approach for Compound Climate Extremes: Pan-Atlantic Extremes as a Case Study
Standard error estimates in hierarchical generalized linear models
Part of Computational Statistics & Data Analysis, 2024
- DOI for Standard error estimates in hierarchical generalized linear models
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On Inconsistency of the Overidentification Test for the Model-implied Instrumental Variable Approach
Part of Structural Equation Modeling, p. 245-257, 2023
- DOI for On Inconsistency of the Overidentification Test for the Model-implied Instrumental Variable Approach
- Download full text (pdf) of On Inconsistency of the Overidentification Test for the Model-implied Instrumental Variable Approach
All publications
Articles in journal
Part of Journal of Statistical Computation and Simulation, p. 905-930, 2025
- DOI for Regularized estimation of Kronecker structured covariance matrix using modified Cholesky decomposition
- Download full text (pdf) of Regularized estimation of Kronecker structured covariance matrix using modified Cholesky decomposition
Part of British Journal of Mathematical & Statistical Psychology, p. 477-507, 2024
- DOI for Fast estimation of generalized linear latent variable models for performance and process data with ordinal, continuous, and count observed variables
- Download full text (pdf) of Fast estimation of generalized linear latent variable models for performance and process data with ordinal, continuous, and count observed variables
Part of Journal of Advances in Modeling Earth Systems, 2024
- DOI for A Quantile Generalized Additive Approach for Compound Climate Extremes: Pan-Atlantic Extremes as a Case Study
- Download full text (pdf) of A Quantile Generalized Additive Approach for Compound Climate Extremes: Pan-Atlantic Extremes as a Case Study
Standard error estimates in hierarchical generalized linear models
Part of Computational Statistics & Data Analysis, 2024
- DOI for Standard error estimates in hierarchical generalized linear models
- Download full text (pdf) of Standard error estimates in hierarchical generalized linear models
On Inconsistency of the Overidentification Test for the Model-implied Instrumental Variable Approach
Part of Structural Equation Modeling, p. 245-257, 2023
- DOI for On Inconsistency of the Overidentification Test for the Model-implied Instrumental Variable Approach
- Download full text (pdf) of On Inconsistency of the Overidentification Test for the Model-implied Instrumental Variable Approach
Part of Computational Statistics & Data Analysis, 2023
- DOI for Fast estimation of multiple group generalized linear latent variable models for categorical observed variables
- Download full text (pdf) of Fast estimation of multiple group generalized linear latent variable models for categorical observed variables
Part of Neuro-chirurgie, 2023
Frequentist Model Averaging in Structure Equation Model With Ordinal Data
Part of Psychometrika, p. 1130-1145, 2022
- DOI for Frequentist Model Averaging in Structure Equation Model With Ordinal Data
- Download full text (pdf) of Frequentist Model Averaging in Structure Equation Model With Ordinal Data
Part of Structural Equation Modeling, p. 584-599, 2022
Part of Psychometrika, p. 564-594, 2021
- DOI for A unified model-implied instrumental variable approach for structural equation modeling with mixed variables
- Download full text (pdf) of A unified model-implied instrumental variable approach for structural equation modeling with mixed variables
A semiparametric approach for structural equation modeling with ordinal data
Part of Structural Equation Modeling, p. 497-505, 2021
- DOI for A semiparametric approach for structural equation modeling with ordinal data
- Download full text (pdf) of A semiparametric approach for structural equation modeling with ordinal data
Part of Structural Equation Modeling, p. 547-556, 2021
A note on the accuracy of adaptive Gauss-Hermite quadrature
Part of Biometrika, p. 737-744, 2020
Part of Scandinavian Journal of Pain, p. 307-317, 2020
Improved likelihood ratio tests in a measurement error model for multivariate replicated data
Part of Communications in Statistics - Theory and Methods, p. 1025-1042, 2020
Frequentist Model Averaging in Structural Equation Modelling
Part of Psychometrika, p. 84-104, 2019
Approximated penalized maximum likelihood for exploratory factor analysis: An orthogonal case
Part of Psychometrika, p. 628-649, 2018
H-Likelihood Approach to Factor Analysis for Ordinal Data
Part of Structural Equation Modeling, p. 530-540, 2018
Part of British Journal of Mathematical & Statistical Psychology, p. 387-413, 2018
On the least-squares model averaging interval estimator
Part of Communications in Statistics - Theory and Methods, p. 118-132, 2018
Approximate Bayesianity of frequentist confidence intervals for a binomial proportion
Part of American Statistician, p. 106-111, 2017
Part of Journal of Statistical Computation and Simulation, p. 2915-2928, 2017
Asymptotic Robustness Study Of The Polychoric Correlation Estimation
Part of Psychometrika, p. 67-85, 2017
- DOI for Asymptotic Robustness Study Of The Polychoric Correlation Estimation
- Download full text (pdf) of Asymptotic Robustness Study Of The Polychoric Correlation Estimation
A Simulation Study of Polychoric Instrumental Variable Estimation in Structural Equation Models
Part of Structural Equation Modeling, p. 680-694, 2016
Part of British Journal of Mathematical & Statistical Psychology, p. 20-42, 2016
Part of Structural Equation Modeling
Articles, review/survey
A review of h-likelihood and hierarchical generalized linear model
Part of Wiley Interdisciplinary Reviews, 2021