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Anzahl der Einträge: 51.

Zeitschriftenartikel

Classe, Franz ; Kern, Christoph

(2024) Detecting differential item functioning in multidimensional graded response models with recursive partitioning.

Applied Psychological Measurement Thousand Oaks, CA 48 3 83-103 [Zeitschriftenartikel]

Classe, Franz ; Kern, Christoph

(2024) Latent variable forests for latent variable score estimation.

Educational and Psychological Measurement : EPM Thousand Oaks, Calif. [u.a.] 84 6 1138-1172 [Zeitschriftenartikel]

Kern, Christoph

; Bach, Ruben L.

; Mautner, Hannah ; Kreuter, Frauke

(2024) When small decisions have big impact: fairness implications of algorithmic profiling schemes.

ACM Journal on Responsible Computing New York, NJ 1 4, Article 24 1-30 [Zeitschriftenartikel]

Collins, John ; Kern, Christoph

(2024) Longitudinal nonresponse prediction with time series machine learning. Journal of Survey Statistics and Methodology : JSSAM Oxford tba tba 1-32 [Zeitschriftenartikel]

Schenk, Patrick Oliver ; Kern, Christoph

(2024) Connecting algorithmic fairness to quality dimensions in machine learning in official statistics and survey production.

Wirtschafts- und Sozialstatistisches Archiv : AStA Heidelberg 18 2 131-184 [Zeitschriftenartikel]

Fischer-Abaigar, Unai ; Kern, Christoph

; Barda, Noam ; Kreuter, Frauke

(2024) Bridging the gap: Towards an expanded toolkit for AI-driven decision-making in the public sector.

Government Information Quarterly New York, NY ; Amsterdam 41 4, article 101976 1-22 [Zeitschriftenartikel]

Kern, Christoph

; Kim, Michael P. ; Zhou, Angela (2024) Multi-accurate CATE is robust to unknown covariate shifts. Transactions on Machine Learning Research : TMLR [Amherst, Massachusetts] tba tba 1-59 [Zeitschriftenartikel]

Kern, Christoph

; Weiß, Bernd ; Kolb, Jan-Philipp (2023) Predicting nonresponse in future waves of a probability-based mixed-mode panel with machine learning. Journal of Survey Statistics and Methodology : JSSAM Oxford 11 1 100-123 [Zeitschriftenartikel]

Bach, Ruben L.

; Kern, Christoph

; Mautner, Hannah ; Kreuter, Frauke

(2023) The impact of modeling decisions in statistical profiling.

Data & Policy Cambridge 5 Article e32 1-19 [Zeitschriftenartikel]

Saw, Htay-Wah ; Owens, Victoria ; Morales, Stephanie A. ; Rodriguez, Nicolas ; Kern, Christoph

; Bach, Ruben L.

(2023) Population mental health in Burma after 2021 military coup: online non-probability survey.

BJPsych Open Cambridge 9 5 1-7 [Zeitschriftenartikel]

Kim, Michael P. ; Kern, Christoph

; Goldwasser, Shafi ; Kreuter, Frauke

; Reingold, Omer (2022) Universal adaptability: Target-independent inference that competes with propensity scoring. Proceedings of the National Academy of Sciences of the United States of America : PNAS Washington, DC 119 4, Article e108097119 1-6 [Zeitschriftenartikel]

Bach, Ruben L.

; Kern, Christoph

; Bonnay, Denis ; Kalaora, Luc (2022) Understanding political news media consumption with digital trace data and natural language processing.

Journal of the Royal Statistical Society. Series A, Statistics in Society Oxford 185 S2 246-269 [Zeitschriftenartikel]

Gerdon, Frederic

; Bach, Ruben L.

; Kern, Christoph

; Kreuter, Frauke

(2022) Social impacts of algorithmic decision-making: A research agenda for the social sciences.

Big Data & Society Thousand Oaks, Calif. 9 1 1-13 [Zeitschriftenartikel]

Silber, Henning ; Gerdon, Frederic

; Bach, Ruben L.

; Kern, Christoph

; Keusch, Florian

; Kreuter, Frauke

(2022) A preregistered vignette experiment on determinants of health data sharing behavior: Willingness to donate sensor data, medical records, and biomarkers.

Politics and the Life Sciences : PLS Cambridge 41 2 161-181 [Zeitschriftenartikel]

Kern, Christoph

; Gerdon, Frederic

; Bach, Ruben L.

; Keusch, Florian

; Kreuter, Frauke

(2022) Humans versus machines: Who is perceived to decide fairer? Experimental evidence on attitudes toward automated decision-making.

Patterns Amsterdam 3 10 1-13 [Zeitschriftenartikel]

Kuppler, Matthias ; Kern, Christoph

; Bach, Ruben L.

; Kreuter, Frauke

(2022) From fair predictions to just decisions? Conceptualizing algorithmic fairness and distributive justice in the context of data-driven decision-making.

Frontiers in Sociology Lausanne 7 Article 883999 1-18 [Zeitschriftenartikel]

Bach, Ruben L.

; Kern, Christoph

; Amaya, Ashley ; Keusch, Florian

; Kreuter, Frauke

; Hecht, Jan ; Heinemann, Jonathan (2021) Predicting voting behavior using digital trace data.

Social Science Computer Review : SSCOR Thousand Oaks, CA ; London 39 5 862-883 [Zeitschriftenartikel]

Vorschau

Kern, Christoph

; Höhne, Jan Karem ; Schlosser, Stephan ; Revilla, Melanie (2021) Completion conditions and response behavior in smartphone surveys: A prediction approach using acceleration data.

Social Science Computer Review : SSCORE Thousand Oaks, Calif. [u.a.] 39 6 1253-1271 [Zeitschriftenartikel]

Kern, Christoph

; Li, Yan ; Wang, Lingxiao (2021) Boosted kernel weighting - using statistical learning to improve inference from nonprobability samples. Journal of Survey Statistics and Methodology : JSSAM Oxford 9 5 1088-1113 [Zeitschriftenartikel]

Erlinghagen, Marcel ; Kern, Christoph

; Stein, Petra (2021) Migration, social stratification and dynamic effects on subjective well being.

Advances in Life Course Research Amsterdam [u.a.] 48 Article 100393 1-17 [Zeitschriftenartikel]

Pfisterer, Florian ; Kern, Christoph

; Dandl, Susanne ; Sun, Matthew ; Kim, Michael P. ; Bischl, Bernd (2021) mcboost: Multi-Calibration Boosting for R.

The Journal of Open Source Software : JOSS [nicht ermittelbar] 6 64 Article 3453, 1-3 [Zeitschriftenartikel]

Badillo-Goicoechea, Elena ; Chang, Ting-Hsuan ; Kim, Esther ; LaRocca, Sarah ; Morris, Katherine ; Deng, Xiaoyi ; Chiu, Samantha ; Bradford, Adrianne ; Garcia, Andres ; Kern, Christoph

; Cobb, Curtiss ; Kreuter, Frauke

; Stuart, Elizabeth A. (2021) Global trends and predictors of face mask usage during the COVID-19 pandemic.

BMC Public Health London 21 Article 2099 1-12 [Zeitschriftenartikel]

Kern, Christoph

; Klausch, Thomas ; Kreuter, Frauke

(2019) Tree-based machine learning methods for survey research.

Survey Research Methods : SRM Konstanz 13 1 73-93 [Zeitschriftenartikel]

Kern, Christoph

; Stein, Petra (2018) Modelling decision-making processes of regional mobility in a dyadic framework. European Sociological Review Oxford 34 4 433-451 [Zeitschriftenartikel]

Kern, Christoph

; Stein, Petra (2015) Comparing coefficients of nonlinear multivariate regression models between equations.

Survey Research Methods : SRM Konstanz 9 3 159-167 [Zeitschriftenartikel]

Kern, Christoph

(2015) Modeling mobility dispositions from a multilevel perspective. Schmollers Jahrbuch Berlin 135 1 23-34 [Zeitschriftenartikel]

Buch

Kern, Christoph

(2017) Dyadische Analyse regionaler Arbeitsmarktmobilität : Modellierung von Entscheidungsprozessen im Mehrebenenkontext. Dyadische Analyse regionaler Arbeitsmarktmobilität Wiesbaden [Buch]

Buchkapitel

Kreuter, Frauke

; Kern, Christoph

; Schenk, Patrick Oliver (2023) Automatisierte Entscheidungen: Aspekte von Fairness, Datenqualität und Privacy.

Dössel, Olaf ; Schäffter, Tobias ; Rutert, Britta Künstliche Intelligenz in der Medizin Denkanstöße Berlin 11 98-111 [Buchkapitel]

Kern, Christoph

; Lin, Cinny ; Ganesh, Vighnesh Natarajan ; Rathi, Prakhar ; Sasson, Amit (2022) Bottom-up economic forecasting of regional unemployment in Germany. Wawrzyniak, Barbara ; Herter, Michael Neue Dimensionen in Data Science : Interdisziplinäre Ansätze und Anwendungen aus Wissenschaft und Wirtschaft Berlin 299-311 [Buchkapitel]

Kern, Christoph

(2020) Machine learning interpretation tools. Atkinson, Paul SAGE research methods: Foundations London 1-12 [Buchkapitel]

Brian, Kim ; Kern, Christoph

; Scott, Morgan Jonathan ; Hunter, Clayton ; Kumar, Avishek (2020) Workbooks. Foster, Ian ; Ghani, Rayid ; Jarmin, Ron S. ; Kreuter, Frauke

; Lane, Julia Big data and social science : data science methods and tools for research and practice Big Data and Social Science Milton ; Boca Raton, FL 333-340 [Buchkapitel]

Stein, Petra ; Kern, Christoph

(2018) Konzeption eines dyadischen Modells zur Analyse von Entscheidungsprozessen räumlicher Arbeitsmarktmobilität im Mehrebenenkontext. Quack, Sigrid Transnationalisierung der Arbeit Wiesbaden 71-95 [Buchkapitel]

Konferenzveröffentlichung

Jaime, Sofia

; Kern, Christoph

Ethnic classifications in algorithmic fairness: Concepts, measures and implications in practice.

237-253 In: FAccT '24, The 2024 ACM Conference on Fairness, Accountability, and Transparency, Rio de Janeiro Brazil, June 3-6, 2024 (2024) New York, NY The 2024 ACM Conference on Fairness, Accountability, and Transparency (FAccT '24) (Rio de Janeireo, Brazil) [Konferenzveröffentlichung]

Simson, Jan

; Pfisterer, Florian

; Kern, Christoph

One model many scores: Using multiverse analysis to prevent fairness hacking and evaluate the influence of model design decisions. 1305-1320 In: FAccT '24, The 2024 ACM Conference on Fairness, Accountability, and Transparency, Rio de Janeiro Brazil, June 3-6, 2024 (2024) New York, NY The 2024 ACM Conference on Fairness, Accountability, and Transparency (FAccT '24) (Rio de Janeireo, Brazil) [Konferenzveröffentlichung]

Simson, Jan

; Fabris, Alessandro

; Kern, Christoph

Lazy data practices harm fairness research.

642-659 In: FAccT '24, The 2024 ACM Conference on Fairness, Accountability, and Transparency, Rio de Janeiro Brazil, June 3-6, 2024 (2024) New York, NY The 2024 ACM Conference on Fairness, Accountability, and Transparency (FAccT '24) (Rio de Janeireo, Brazil) [Konferenzveröffentlichung]

Jaime, Sofia ; Kern, Christoph

Ethnic classifications in algorithmic decision-making processes.

Alvarez, Jose M. ; Fabris, Alessandro ; Heitz, Christoh ; Hertweck, Corinna ; Loi, Michele ; Zehlike, Meike CEUR Workshop Proceedings 3442 1-5 In: EWAF 2023: European Workshop on Algorithmic Fairness : proceedings of the 2nd European Workshop on Algorithmic Fairness, Winterthur, Switzerland, June 7th to 9th, 2023 (2023) Aachen, Germany EWAF 2023 (Winterthur, Switzerland) [Konferenzveröffentlichung]

Kern, Christoph

; Eckman, Stephanie ; Beck, Jacob ; Chew, Rob ; Ma, Bolei ; Kreuter, Frauke

Annotation sensitivity: Training data collection methods affect model performance. Bouamor, Houda ; Pino, Juan ; Bali, Kalika 14874-14886 In: Findings of the Association for Computational Linguistics: EMNLP 2023 (2023) Singapore [Konferenzveröffentlichung]

Kolb, Jan-Philipp ; Weiß, Bernd ; Kern, Christoph

Using predictive modelling to identify panel nonresponse. Mahidin, Mohd Uzir 7 206-214 In: Proceeding ISI World Statistics Congress 2019 : Contributed paper session : 18 - 23 August 2019, Kuala Lumpur (2020) Putrajaya 62nd ISI WSC 2019 (Kuala Lumpur, Malaysia) [Konferenzveröffentlichung]

Kern, Christoph

; Stein, Petra Effect comparison in multilevel structural equation models with non-metric outcomes. 3892-3901 In: JSM Proceedings : papers presented at the Joint Statistical Meetings ... and other ASA-sponsored conferences (2016) Alexandria, VA JSM 2016 (Chicago, IL) [Konferenzveröffentlichung]

Stein, Petra ; Kern, Christoph

Dyadische Modellierung regionaler Arbeitsmarktmobilität. Lessenich, Stephan 520-531 In: Routinen der Krise - Krise der Routinen : Verhandlungen des 37. Kongresses der Deutschen Gesellschaft für Soziologie in Trier 2014 (2015) Trier 37. Kongress der Deutschen Gesellschaft für Soziologie (Trier, Germany) [Konferenzveröffentlichung]

Präsentation auf Konferenz

Kern, Christoph

; Gerdon, Frederic

; Bach, Ruben L.

; Keusch, Florian

; Kreuter, Frauke

Humans vs. Machines: Who is Perceived to Decide Fairer? An Experiment about Citizens’ Attitudes. (2023) Hybrid Human-Artificial Intelligence (HHAI) 2023 (München, Germany) [Präsentation auf Konferenz]

Gerdon, Frederic

; Szafran, Daria ; Kappenberger, Jakob

; Bach, Ruben L.

; Kern, Christoph

Using survey experiments and agent-based modeling to simulate mobility behavior in smart cities. (2023) European Survey Research Association (ESRA) Conference 2023 (Milano, Italy) [Präsentation auf Konferenz]

Kaiser, Patrick ; Kern, Christoph

; Rügamer, David Uncertainty-aware predictive modeling for fair data-driven decisions. (2022) Trustworthy and Socially Responsible Machine Learning (TSRML), Workshop at NeurIPS 2022 (Online) [Präsentation auf Konferenz]

Gerdon, Frederic

; Kern, Christoph

; Bach, Ruben L.

; Theil, Christoph Kilian

; Kreuter, Frauke

; Stuckenschmidt, Heiner

; Eckert, Kai From bias to impact: How can algorithmic decision-making affect social inequality? (2021) DigiMeet 2021, Digitalisation Research and Network Meeting (Online) [Präsentation auf Konferenz]

Gerdon, Frederic

; Theil, Christoph Kilian

; Kern, Christoph

; Bach, Ruben L.

; Kreuter, Frauke

; Stuckenschmidt, Heiner

; Eckert, Kai Exploring impacts of artificial intelligence on urban societies with social simulations. (2020) 40. Kongress der Deutschen Gesellschaft für Soziologie (Online) [Präsentation auf Konferenz]

Arbeitspapier

Höhne, Jan Karem ; Kern, Christoph

; Gavras, Konstantin ; Schlosser, Stephan (2022) The Sound of respondents: Predicting respondents’ level of Interest with voice data in smartphone surveys. SSRN Working Paper Series Rochester, NY [Arbeitspapier]

Kuppler, Matthias ; Kern, Christoph

; Bach, Ruben L.

; Kreuter, Frauke

(2021) Distributive justice and fairness metrics in automated decision-making: How much overlap is there? Ithaca, NY [Arbeitspapier]

Kern, Christoph

; Bach, Ruben L.

; Mautner, Hannah ; Kreuter, Frauke

(2021) Fairness in algorithmic profiling: A German case study. Ithaca, NY [Arbeitspapier]

Kern, Christoph

; Weiß, Bernd ; Kolb, Jan-Philipp (2019) A longitudinal framework for predicting nonresponse in panel surveys. Ithaca, NY [Arbeitspapier]

Erlinghagen, Marcel ; Kern, Christoph

; Stein, Petra (2019) Internal migration, social stratiﬁcation and dynamic effects on subjective well being. SOEP papers on Multidisciplinary Panel Data Research Berlin 1046 [Arbeitspapier]

Kern, Christoph

(2014) Regional Structures and Mobility Dispositions: A Multilevel Proportional- & Partial-Proportional Odds Approach. SOEP papers on Multidisciplinary Panel Data Research Berlin 681 [Arbeitspapier]

Diese Liste wurde am Sun Dec 22 01:09:44 2024 CET automatisch erstellt.

Zitation

Zeitschriftenartikel

Buch

Buchkapitel

Konferenzveröffentlichung

Präsentation auf Konferenz

Arbeitspapier