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Zhang, Siliang ORCID: 0000-0002-2641-4944 and Chen, Yunxiao ORCID: 0000-0002-7215-2324 (2024) A note on Ising network analysis with missing data. Psychometrika. ISSN 0033-3123
Zhang, Siliang ORCID: 0000-0002-2641-4944, Kuha, Jouni ORCID: 0000-0002-1156-8465 and Steele, Fiona (2024) Modelling correlation matrices in multivariate data, with application to reciprocity and complementarity of child-parent exchanges of support. Annals of Applied Statistics. ISSN 1932-6157 (In Press)
Steele, Fiona ORCID: 0000-0001-6417-7444, Zhang, Siliang ORCID: 0000-0002-2641-4944, Grundy, Emily ORCID: 0000-0002-9633-1116 and Burchardt, Tania ORCID: 0000-0003-4822-4954 (2024) Longitudinal analysis of exchanges of support between parents and children in the UK. Journal of the Royal Statistical Society. Series A: Statistics in Society, 187 (2). 279 - 304. ISSN 0964-1998
Kuha, Jouni ORCID: 0000-0002-1156-8465, Zhang, Siliang ORCID: 0000-0002-2641-4944 and Steele, Fiona ORCID: 0000-0001-6417-7444 (2023) Latent variable models for multivariate dyadic data with zero inflation: analysis of intergenerational exchanges of family support. Annals of Applied Statistics, 17 (2). 1521 - 1542. ISSN 1932-6157
Zhang, Siliang ORCID: 0000-0002-2641-4944 and Chen, Yunxiao ORCID: 0000-0002-7215-2324 (2022) Computation for latent variable model estimation: a unified stochastic proximal framework. Psychometrika, 87 (4). 1473 - 1502. ISSN 0033-3123
Burchardt, Tania ORCID: 0000-0003-4822-4954, Steele, Fiona ORCID: 0000-0001-6417-7444, Grundy, Emily ORCID: 0000-0002-9633-1116, Karagiannaki, Eleni, Kuha, Jouni ORCID: 0000-0002-1156-8465, Moustaki, Irini ORCID: 0000-0001-8371-1251, Skinner, Chris, Zhang, Nina and Zhang, Siliang ORCID: 0000-0002-2641-4944 (2021) Welfare within families beyond households: intergenerational exchanges of practical and financial support in the UK. LSE Public Policy Review, 2 (1). ISSN 2633-4046
Chen, Yunxiao ORCID: 0000-0002-7215-2324 and Zhang, Siliang ORCID: 0000-0002-2641-4944 (2020) A latent Gaussian process model for analysing intensive longitudinal data. British Journal of Mathematical and Statistical Psychology, 73 (2). 237 - 260. ISSN 0007-1102
Chen, Yunxiao ORCID: 0000-0002-7215-2324, Li, Xiaoou and Zhang, Siliang ORCID: 0000-0002-2641-4944 (2019) Structured latent factor analysis for large-scale data: identifiability, estimability, and their implications. Journal of the American Statistical Association, 115 (532). pp. 1756-1770. ISSN 0162-1459
Chen, Yunxiao ORCID: 0000-0002-7215-2324, Li, Xiaoou and Zhang, Siliang (2019) Joint maximum likelihood estimation for high-dimensional exploratory item factor analysis. Psychometrika, 84 (1). pp. 124-146. ISSN 0033-3123
Zhang, Siliang, Chen, Yunxiao ORCID: 0000-0002-7215-2324 and Liu, Yang (2018) An improved stochastic EM algorithm for large-scale full-information item factor analysis. British Journal of Mathematical and Statistical Psychology. ISSN 0007-1102