Statistical model building: Background “knowledge” based on inappropriate preselection causes misspecification
Work
Year: 2021
Type: article
Abstract: Background Statistical model building requires selection of variables for a model depending on the model’s aim. In descriptive and explanatory models, a common recommendation often met in the literat... more
Source: BMC Medical Research Methodology
Institutions Humboldt-Universität zu Berlin, Charité - Universitätsmedizin Berlin, Freie Universität Berlin, Universität Hamburg, University Medical Center Hamburg-Eppendorf +2 more
Cites: 33
Cited by: 11
Related to: 10
FWCI: 0.998
Citation percentile (by year/subfield): 86
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: gold
APC paid (est): $2,167
Funders Deutsche Forschungsgemeinschaft, Deutsche Forschungsgemeinschaft, Austrian Science Fund, Charité – Universitätsmedizin Berlin
Grant IDS DFG: RA-2347/8-1, DFG: BE-2056/22-1, FWF: I-4739-B],