Publications
2026
Scholarly publications
Markwitz, R., Moretti, A., & Salvatore, C. (2026). A Spatial Fay-Herriot Model when the Auxiliary Variables are based on Non-traditional Data. [Portal]
Salvatore, C., Lugtig, P., & Struminskaya, B. (2026). Youth Nonresponse in Panel Surveys: Investigating the Impact of Life Events. Journal of Survey Statistics and Methodology. [DOI]
Moretti, A., Salvatore, C., & Kraemer, F. (2026). A Data Quality Framework for Integrated Data via Statistical Matching. International Journal of Population Data Science, 11(5), Article 3694. [DOI] [Repository]
2025
Scholarly publications
Salvatore, C., & Höhne, J. K. (2025). Explaining Item-Nonresponse in Open Questions with Requests for Voice Responses. In A. Pollice, & P. Mariani (Eds.), Methodological and Applied Statistics and Demography IV: SIS 2024, Short Papers, Contributed Sessions 2 (pp. 483-489). (Italian Statistical Society Series on Advances in Statistics). Springer Nature. [DOI] [Repository]
2024
Scholarly publications
Salvatore, C., & Moretti, A. (2024). The Use of New Data Sources in Small Area Estimation of Attitudes towards Climate Change. The Survey Statistician, 90, 30-37. [Repository]
Salvatore, C., Bianchi, A., & Biffignandi, S. (2024). Augmenting Business Statistics Information by Combining Traditional Data with Textual Data: A Composite Indicator Approach. Metron, 82(1), 71-91. [DOI] [Repository]
Salvatore, C., Biffignandi, S., Sakshaug, J. W., Wiśniowski, A., & Struminskaya, B. (2024). Bayesian Integration of Probability and Nonprobability Samples for Logistic Regression. Journal of Survey Statistics and Methodology, 12(2), 458–492. [DOI] [Repository]
2023
Scholarly publications
Salvatore, C. (2023). Inference with non-probability samples and survey data integration: a science mapping study. Metron, 81(1), 83–107. [DOI] [Repository]
Bianchi, A., Salvatore, C., & Biffignandi, S. (2023). Using Social Media to Enhance Survey Data. The Survey Statistician, 87, 27-34. [Repository]
2022
Scholarly publications
Salvatore, C., Biffignandi, S., & Bianchi, A. (2022). Corporate Social Responsibility Activities Through Twitter: From Topic Model Analysis to Indexes Measuring Communication Characteristics. Social Indicators Research, 164, 1217–1248. [DOI] [Repository]
2021
Scholarly publications
Salvatore, C., Biffignandi, S., & Bianchi, A. (2021). Social Media and Twitter Data Quality for New Social Indicators. Social Indicators Research, 156, 601-630. [DOI]