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• W2893091755 abstract "Automatic extraction of structural models interferes with the deductive research method in information systems research. Nonetheless it is tempting to use a statistical learning method for assessing meaningful relations between structural variables given the underlying measurement model. In this paper, we discuss the epistemological background for this method and describe its general structure. Thereafter this method is applied in a mode of inductive confirmation to an existing data set that has been used for evaluating a deductively derived structural model. In this study, a range of machine learning model classes is used for statistical learning and results are compared with the original model." @default.
• W2893091755 created "2018-10-05" @default.
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• W2893091755 creator A5048577926 @default.
• W2893091755 date "2018-01-01" @default.
• W2893091755 modified "2023-09-27" @default.
• W2893091755 title "Inductive Discovery by Machine Learning for Identification of Structural Models" @default.
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• W2893091755 doi "https://doi.org/10.1007/978-3-030-00847-5_40" @default.
• W2893091755 hasPublicationYear "2018" @default.
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