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The American Statistician Volume 77, 2023 - Issue 1
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Interdisciplinary

Analytical Problem Solving Based on Causal, Correlational and Deductive Models

Jeroen de Masta Department of Statistics and Actuarial Science, University of Waterloo, Waterloo, Canada;b Jheronimus Academy of Data Science, Den Bosch, NetherlandsCorrespondence[email protected]
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,
Stefan H. Steinera Department of Statistics and Actuarial Science, University of Waterloo, Waterloo, CanadaView further author information
,
Wim P. M. Nuijtenc Eindhoven Artificial Intelligence Systems Inst., Eindhoven University of Technology, Eindhoven, NetherlandsView further author information
&
Daniel Kapitanb Jheronimus Academy of Data Science, Den Bosch, NetherlandsView further author information
Pages 51-61 | Received 29 Aug 2021, Accepted 21 Dec 2021, Published online: 10 Mar 2022

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Read on this site (5)

Mahsa Panahi, Stefan H. Steiner & Jeroen De Mast. (2023) Verifying a dominant cause of output variation. Quality Engineering 0:0, pages 1-12.
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Erik Bülow, Ute Hahn, Ina Trolle Andersen, Ola Rolfson, Alma B Pedersen & Nils P Hailer. (2022) Prediction of Early Periprosthetic Joint Infection After Total Hip Arthroplasty. Clinical Epidemiology 14, pages 239-253.
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Christine M. Anderson-Cook, Lu Lu, William Brenneman, Jeroen De Mast, Frederick Faltin, Laura Freeman, William Guthrie, Roger Hoerl, Willis Jensen, Allison Jones-Farmer, Dennis Leber, Angela Patterson, Marcus Perry, Stefan H. Steiner & Nathaniel T. Stevens. (2022) Statistical engineering – Part 2: Future. Quality Engineering 34:4, pages 446-467.
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Christine M. Anderson-Cook, Lu Lu, William Brenneman, Jeroen De Mast, Frederick Faltin, Laura Freeman, William Guthrie, Roger Hoerl, Willis Jensen, Allison Jones-Farmer, Dennis Leber, Angela Patterson, Marcus Perry, Stefan H. Steiner & Nathaniel T. Stevens. (2022) Statistical engineering – Part 1: Past and present. Quality Engineering 34:4, pages 426-445.
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Yifei Zhang, Theodore T. Allen & Ramiro Rodriguez Buno. Exploratory image data analysis for quality improvement hypothesis generation. Quality Engineering 0:0, pages 1-20.
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Articles from other publishers (3)

Jeroen de Mast & Joran Lokkerbol. (2024) DAPS diagrams for defining Data Science projects. Journal of Big Data 11:1.
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Farid Al Zoubi, Paul E. Beaulé & Pascal Fallavollita. (2024) Factors influencing delays and overtime during surgery: a descriptive analytics for high volume arthroplasty procedures. Frontiers in Surgery 10.
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Christine M. Anderson‐Cook & Lu Lu. (2023) Is designed data collection still relevant in the big data era?. Quality and Reliability Engineering International 39:4, pages 1085-1101.
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