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Enhancing Transparency in Research: Integrating Initial Data Analysis into Statistical Analysis Plans

Year: 2025

Type: conference-paper

Abstract: Introduction: Statistical Analysis Plans (SAPs) are fundamental to ensuring transparency, reproducibility, and methodological rigour in statistical research. However, the critical phase of Initial Data Analysis (IDA) – assessing data suitability for subsequent analyses – remains insufficiently [for full text, please go to the a.m. URL]

Source: German Medical Science (German Research Foundation)

DOI: 10.3205/25gmds077

Authors: Schmidt, Carsten Oliver, Heinze, Georg, Lusa, Lara, Huebner, Marianne

Institutions: Universität Greifswald, Medical University of Vienna, University of Ljubljana, Michigan State University

Language: English

Topic: Research Data Management Practices

Subfield: Information Systems

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7103877075

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