References
Anderson, T. W. 1985. “An Introduction to Multivariate Statistical
Analysis, 2nd Edition.” Biometrics 41 (3): 815. https://doi.org/10.2307/2531310.
Automated Machine Learning: Methods, Systems, Challenges. 2019.
The Springer Series on Challenges in Machine Learning. Springer
International Publishing. https://doi.org/10.1007/978-3-030-05318-5.
Baba, Kunihiro, Ritei Shibata, and Masaaki Sibuya. 2004. “PARTIAL
CORRELATION AND CONDITIONAL CORRELATION AS MEASURES OF CONDITIONAL
INDEPENDENCE.” Australian & New Zealand Journal of
Statistics 46 (4): 657–64. https://doi.org/10.1111/j.1467-842x.2004.00360.x.
Breiman, Leo. 1996. “Bagging Predictors.” Machine
Learning 24 (2): 123–40. https://doi.org/10.1007/bf00058655.
———. 2001. “Random Forests.” Machine Learning 45
(1): 5–32. https://doi.org/10.1023/a:1010933404324.
Breiman, Leo, Jerome H. Friedman, Richard A. Olshen, and Charles J.
Stone. 2017. Classification and Regression Trees. Routledge. https://doi.org/10.1201/9781315139470.
BRIER, GLENN W. 1950. “VERIFICATION OF FORECASTS EXPRESSED IN
TERMS OF PROBABILITY.” Monthly Weather Review 78 (1):
1–3. https://doi.org/10.1175/1520-0493(1950)078<0001:vofeit>2.0.co;2.
Cleveland, William S. 1979. “Robust Locally Weighted Regression
and Smoothing Scatterplots.” Journal of the American
Statistical Association 74 (368): 829–36. https://doi.org/10.1080/01621459.1979.10481038.
Cohen, Jacob. 2013. Statistical Power Analysis for the Behavioral
Sciences. Routledge. https://doi.org/10.4324/9780203771587.
Cohen, Patricia, Patricia Cohen, Stephen G. West, and Leona S. Aiken.
2014. Applied Multiple Regression/Correlation Analysis for the
Behavioral Sciences. Psychology Press. https://doi.org/10.4324/9781410606266.
Cover, Thomas M., and Joy A. Thomas. 2001. Elements of Information
Theory. Wiley. https://doi.org/10.1002/0471200611.
David, F. N., and H. Cramer. 1947. “Mathematical Methods of
Statistics.” Biometrika 34 (3/4): 374. https://doi.org/10.2307/2332454.
David, F. N., and John W. Tukey. 1977. “Exploratory Data
Analysis.” Biometrics 33 (4): 768. https://doi.org/10.2307/2529486.
Devlin, Jacob, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019.
In Proceedings of the 2019 Conference of the North, 4171–86.
Association for Computational Linguistics. https://doi.org/10.18653/v1/n19-1423.
European Social Survey European Research Infrastructure (ESS ERIC).
2024. “European Social Survey (ESS), Round 11 - 2023.” Sikt
– Norwegian Agency for Shared Services in Education; Research. https://doi.org/10.21338/ESS11-2023.
———. 2025. “ESS11 - Integrated File, Edition 3.0.” Sikt –
Norwegian Agency for Shared Services in Education; Research. https://doi.org/10.21338/ESS11E03_0.
Feurer, Matthias, Aaron Klein, Katharina Eggensperger, Jost Tobias
Springenberg, Manuel Blum, and Frank Hutter. 2019. “Auto-Sklearn:
Efficient and Robust Automated Machine Learning.” In
Automated Machine Learning, 113–34. Springer International
Publishing. https://doi.org/10.1007/978-3-030-05318-5_6.
Fisher, Aaron, Cynthia Rudin, and Francesca Dominici. 2019. “All
Models Are Wrong, but Many Are Useful: Learning a Variable’s Importance
by Studying an Entire Class of Prediction Models Simultaneously.”
Journal of Machine Learning Research 20 (177): 1–81. https://jmlr.org/papers/v20/18-760.html.
Fisher, Sir Ronald A. 1990. “Statistical Methods for Research
Workers.” Statistical Methods, Experimental Design, and
Scientific Inference. Oxford University PressOxford. https://doi.org/10.1093/oso/9780198522294.002.0003.
Friedman, Jerome H. 2001. “Greedy Function Approximation: A
Gradient Boosting Machine.” The Annals of Statistics 29
(5). https://doi.org/10.1214/aos/1013203451.
Friedman, Jerome, Trevor Hastie, and Robert Tibshirani. 2007.
“Sparse Inverse Covariance Estimation with the Graphical
Lasso.” Biostatistics 9 (3): 432–41. https://doi.org/10.1093/biostatistics/kxm045.
Goldstein, Alex, Adam Kapelner, Justin Bleich, and Emil Pitkin. 2015.
“Peeking Inside the Black Box: Visualizing Statistical Learning
with Plots of Individual Conditional Expectation.” Journal of
Computational and Graphical Statistics 24 (1): 44–65. https://doi.org/10.1080/10618600.2014.907095.
Goodall, Colin R. 1991. Graphical Models in Applied Multivariate
Statistics. Technometrics. Vol. 33. 4. Informa UK Limited.
https://doi.org/10.1080/00401706.1991.10484880.
Hartigan, J. A., and B. Kleiner. 1981. “Mosaics for Contingency
Tables.” In Computer Science and Statistics: Proceedings of
the 13th Symposium on the Interface, 268–73. Springer US. https://doi.org/10.1007/978-1-4613-9464-8_37.
Hastie, T. J., and R. J. Tibshirani. 2017. “Generalized Additive
Models.” In Generalized Additive Models, 136–73.
Routledge. https://doi.org/10.1201/9780203753781-6.
Hintze, Jerry L., and Ray D. Nelson. 1998. “Violin Plots: A Box
Plot-Density Trace Synergism.” The American Statistician
52 (2): 181–84. https://doi.org/10.1080/00031305.1998.10480559.
Huber, Peter J. 1981. Robust Statistics. Wiley Series in
Probability and Statistics. Wiley. https://doi.org/10.1002/0471725250.
Jolliffe, I. T., and M. J. Greenacre. 1986. “Theory and
Applications of Correspondence Analysis.” Biometrics 42
(1): 223. https://doi.org/10.2307/2531266.
Kendall, M. G. 1938. “A New Measure of Rank Correlation.”
Biometrika 30 (1/2): 81. https://doi.org/10.2307/2332226.
Lundberg, Scott M, and Su-In Lee. 2017. “A Unified Approach to
Interpreting Model Predictions.” In Advances in Neural
Information Processing Systems, edited by I. Guyon, U. Von Luxburg,
S. Bengio, H. Wallach, R. Fergus, S. Vishwanathan, and R. Garnett. Vol.
30. Curran Associates, Inc. https://proceedings.neurips.cc/paper_files/paper/2017/file/8a20a8621978632d76c43dfd28b67767-Paper.pdf.
Parzen, Emanuel. 1962. “On Estimation of a Probability Density
Function and Mode.” The Annals of Mathematical
Statistics 33 (3): 1065–76. https://doi.org/10.1214/aoms/1177704472.
Pearson, Karl. 1895. “VII. Note on Regression and Inheritance in
the Case of Two Parents.” Proceedings of the Royal Society of
London 58 (347–352): 240–42. https://doi.org/10.1098/rspl.1895.0041.
———. 1901. “LIII. On Lines and Planes of Closest Fit to Systems of
Points in Space.” The London, Edinburgh, and Dublin
Philosophical Magazine and Journal of Science 2 (11): 559–72. https://doi.org/10.1080/14786440109462720.
———. 1992. “On the Criterion That a Given System of Deviations
from the Probable in the Case of a Correlated System of Variables Is
Such That It Can Be Reasonably Supposed to Have Arisen from Random
Sampling.” In Breakthroughs in Statistics, 11–28.
Springer New York. https://doi.org/10.1007/978-1-4612-4380-9_2.
Reimers, Nils, and Iryna Gurevych. 2019. “Sentence-BERT: Sentence
Embeddings Using Siamese BERT-Networks.” In Proceedings of
the 2019 Conference on Empirical Methods in Natural Language Processing
and the 9th International Joint Conference on Natural Language
Processing (EMNLP-IJCNLP), 3980–90. Association for Computational
Linguistics. https://doi.org/10.18653/v1/d19-1410.
Reshef, David N., Yakir A. Reshef, Hilary K. Finucane, Sharon R.
Grossman, Gilean McVean, Peter J. Turnbaugh, Eric S. Lander, Michael
Mitzenmacher, and Pardis C. Sabeti. 2011. “Detecting Novel
Associations in Large Data Sets.” Science 334 (6062):
1518–24. https://doi.org/10.1126/science.1205438.
Rubin, Donald B. 1987. Multiple Imputation for Nonresponse in
Surveys. Wiley Series in Probability and Statistics.
Wiley. https://doi.org/10.1002/9780470316696.
Salton, G., A. Wong, and C. S. Yang. 1975. “A Vector Space Model
for Automatic Indexing.” Communications of the ACM 18
(11): 613–20. https://doi.org/10.1145/361219.361220.
Shannon, C. E. 1948. “A Mathematical Theory of
Communication.” Bell System Technical Journal 27 (3):
379–423. https://doi.org/10.1002/j.1538-7305.1948.tb01338.x.
Shapley, L. S. 1953. “17. A Value for n-Person Games.” In
Contributions to the Theory of Games (AM-28), Volume II,
307–18. Princeton University Press. https://doi.org/10.1515/9781400881970-018.
Sklar, M. 1959. “Fonctions de répartition à n Dimensions Et Leurs Marges.” In
Annales de l’ISUP, 8:229–31. 3.
Soetewey, Antoine, Cédric Heuchenne, Arnaud Claes, and Antonin Descampe.
2026. “AssociationExplorer: A User-Friendly Shiny Application for
Exploring Associations and Visual Patterns.” SoftwareX
33 (February): 102483. https://doi.org/10.1016/j.softx.2025.102483.
Spearman, C. 1961. “The Proof and Measurement of Association
Between Two Things.” In Studies in Individual Differences:
The Search for Intelligence., 45–58. Appleton-Century-Crofts. https://doi.org/10.1037/11491-005.
Székely, Gábor J., Maria L. Rizzo, and Nail K. Bakirov. 2007.
“Measuring and Testing Dependence by Correlation of
Distances.” The Annals of Statistics 35 (6). https://doi.org/10.1214/009053607000000505.
van Buuren, Stef, and Karin Groothuis-Oudshoorn. 2011. “mice: Multivariate Imputation by Chained Equations
in r.” Journal of Statistical Software 45 (3): 1–67. https://doi.org/10.18637/jss.v045.i03.