References
- ARNERIĆ, Josip; KIKEREC, Matej; SKOKO, Branimir. Trends and drivers of housing affordability in the EU: Insights from panel data analysis. Online. Croatian Review of Economic, Business and Social Statistics. vol. 10 (2024), No. 2, pp. 49-62. Available at: https://doi.org/10.62366/crebss.2024.2.004. [viewed 2025-03-10].
- BAHRAMOV, Fuad. Assessing housing affordability: Analysis of property tax systems in European countries. Online. The Annals of the University of Oradea. Economic Scientes. vol. 33 (2024), No.1, pp. 237-245. Available at: https://anale.steconomiceuoradea.ro/en/wp-content/uploads/2024/11/AUOES.July_.2024.27.pdf. [viewed 2025-03-10].
- BARRANCO, Ricardo; Chris JACOBS-CRISIONI and Sjoerdje VAN HEERDEN (2021). House price dynamics and affordability in the city of Amsterdam. Publications Office of the European Union, Luxembourg. ISBN 978-92-76-43360-6.
- BILJANOVSKA, Nina; Chenxu FU and Deniz IGAN. A new dataset on housing affordability. Online. SUERF Policy Brief, no. 768 (2024). Available at: https://www.suerf.org/wp-content/uploads/2024/01/f_74208afa67a707e43206c70ed62f5642_82135_suerf.pdf. [viewed 2025-03-10].
- CESARSKI, Maciej. Housing cost overburden rate of household and their types in Poland: 2007–2018. Online. Polityka Społeczna, vol. 558 (2020), No. 9, pp. 25-30. Available at: https://doi.org/10.5604/01.3001.0014.4280. [viewed 2025-02-15].
- COSTARELLI Igor (2025). Housing Costs Development in Italy: Implications for Tenure Inequalities. In: EGNER, Björn and Max-Christopher KRAPP (eds.).. Housing in Crisis. Palgrave Macmillan, Cham, p. 1–12. ISBN 978-3-031-87266-2.
- EGNER, Björn and Max-Christopher KRAPP (2025). Introduction: Housing in Crisis Across Europe. In: EGNER, Björn and Max-Christopher KRAPP (eds.). Housing in Crisis. Palgrave Macmillan, Cham, pp. 1–12. ISBN 978-3-031-87266-2.
- ESPINOSA URIEL, Pablo; Patricia PELAYO-ROMERO, Maddalena MARTINI, Andreas A. JOBST, Eric BARTHALON, Nihal TEMUEGE and Christian JANSSEN. House of Cards? Perspectives on European Housing. Online. Social Science Research Network Working Paper, 1 Dec. 2022. Available at: http://dx.doi.org/10.2139/ssrn.4686629. [viewed 2025-04-12].
- FRAGOSO JANUÁRIO João; Carlos OLIVEIRA CRUZ; Humberto VARUM and VÍTOR FARIA E SOUSA. Is housing becoming less affordable? A study of affordability in the Portuguese housing market. Property Management, vol. 41(2023), No. 5, pp. 698-728. Available at: https://doi.org/10.1108/PM-08-2022-0059. [viewed 2025-02-15].
- GENUER, Robin; Jean-Michel POGGI and Christine TULEAUMALOT (2010). Variable selection using random forests. Online. Pattern Recognition Letters, vol. 31, no. 14, pp. 2225–2236. Available at: https://doi.org/10.1016/j.patrec.2010.03.014. [viewed 2025-01-14].
- GENUER, Robin and Jean-Michel POGGI. Random Forests with R. Online. Cham: Springer, 2020. Available at: https://link.springer.com/content/pdf/10.1007/978-3-030-56485-8.pdf. [viewed 2025-01-10].
- GENUER, Robin; Jean-Michel POGGI and Christine TULEAUMALOT (2022). VSURF: Variable Selection Using Random Forests. Online. R package version 1.2.0. Available at: https://doi.org/10.32614/CRAN.package.VSURF [viewed 2025-01-10].
- KIM, Yesuel and Youngchul KIM (2022). Explainable heat-related mortality with random forest and SHapley Additive exPlanations (SHAP) models. Online. Sustainable Cities and Society, vol. 79, article 103677. Available at: https://doi.org/10.1016/j.scs.2022.103677 [viewed 2025-01-10].
- KUHN, Max (2008). Building Predictive Models in R Using the caret Package. Online. Journal of Statistical Software, vol. 28, no. 5, pp. 1–26. Available at: https://doi.org/10.18637/jss.v028.i05 [viewed 2025-01-10].
- LIAW, Andy and Matthew WIENER (2002). Classification and Regression by randomForest. Online. R News, vol. 2, no. 3, pp. 18–22. Available at: https://CRAN.R-project.org/doc/Rnews/ [viewed 2025-01-10].
- MOLNAR, Christoph; Bernd BISCHL and Giuseppe CASALICCHIO (2018). iml: An R package for Interpretable Machine Learning. Online. Journal of Open Source Software (JOSS), vol. 3, no. 26, article 786. Available at: https://doi.org/10.21105/joss.00786 [viewed 2025-01-10].
- MURĂRAŞU, Ioan-Cătălin and Răzvan BUJOR. The Energy Crisis as a Factor of Aggravating Poverty in Bulgaria and Romania. State’s Social Expenditures Evolution. Online. Romanian Economic Journal, vol. 25 (2022), No. 84, pp. 95-103. Available at: https://doi.org/10.24818/REJ/2022/84/08. [viewed 2025-03-10].
- RADIN, Ioannis. Assessing the problem of affordable housing in Greece. Online. Discover Cities, vol. 1 (2024), article No. 33. Available at: https://doi.org/10.1007/s44327-024-00037-z. [viewed 2025-02-15].
- R CORE TEAM (2025). R: A Language and Environment for Statistical Computing. Online. Vienna: R Foundation for Statistical Computing. Available at: https://www.R-project.org/ [viewed 2025-01-10].
- SABATINI, Francesca (2024). Urban Governance and the Housing Crisis: A Review and Research Agenda. Online. In: CALABRÒ, Francesco; Livia MADUREIRA, Francesco Carlo MORABITO and María José PIÑEIRA MANTIÑÁN (eds.). Networks, Markets & People 2024. Lecture Notes in Networks and Systems, vol. 1188. Springer, Cham, pp. 121–130. Available at: https://doi.org/10.1007/978-3-031-74716-8_12 [viewed 2025-04-12].
- SIMIONESCU, Mihaela. The status of immigrants on Italian labour market in the context of economic decline: Evidence from survey, macroeconomic and big data. Online. Economics, Management and Sustainability, 2021, vol. 6 (2021), No. 1, pp. 34-48. Available at: https://doi.org/10.14254/jems.2021.6-1.3. [viewed 2025-03-12].
- SLAVATA, David; Eva ARDIELLI and Marta MACIEJASZ. Comparison of Housing Affordability in Czech and Polish Regions. Online. Review of Economic Perspectives, vol. 24 (2024), No. 1, pp. 17-36. Available at: https://doi.org/10.2478/revecp-2024-0002. [viewed 2025-03-21].
- SLOWIKOWSKI, Kamil (2024). ggrepel: Automatically Position Non-Overlapping Text Labels with ‘ggplot2’. Online. R package version 0.9.6. Available at: https://doi.org/10.32614/CRAN.package.ggrepel [viewed 202-01-10].
- WICKHAM, Hadley (2016). ggplot2: Elegant Graphics for Data Analysis. Online. New York: Springer-Verlag. Available at: https://ggplot2.tidyverse.org [viewed 2025-01-10].
- WICKHAM, Hadley; Romain FRANÇOIS, Lionel HENRY, Kirill MÜLLER and Davis VAUGHAN (2023). dplyr: A Grammar of Data Manipulation. Online. R package version 1.1.4. Available at: https://doi.org/10.32614/CRAN.package.dplyr [viewed 2025-01-10].
- WICKHAM, Hadley; Davis VAUGHAN and Matthias GIRLICH (2024). tidyr: Tidy Messy Data. Online. R package version 1.3.1. Available at: https://doi.org/10.32614/CRAN.package.tidyr [viewed 2025-01-10].
- WINTERS, Sien (2025). A Housing Crisis in Belgium: Perception or Reality? In: EGNER, Björn and Max-Christopher KRAPP (eds.). Housing in Crisis. Palgrave Macmillan, Cham, pp. 13–30. ISBN 978-3-031-87266-2.