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Discussion of the Paper "Connecting Model-Based and Model-Free Approaches to Linear Least Squares Regression" by Lutz Dümbgen and Laurie Davies (2024): The Monotonicity Problem

Year: 2025

Type: editorial

Abstract: Dümbgen and Davies (2024) provided analytical p-values for testing specific null hypotheses under linear models, which are of practical importance.In this discussion, we examine a feature of p-values that could lead to conflicting conclusions within the framework of linear models.The authors introduced the full model in their Equation (1) and demonstrated that the p-value to test the hypothesis

Source: Statistica

DOI: 10.60923/issn.1973-2201/22027

Authors: Alexandre Patriota, Andrey Bezerra Sarmento

Institution: Universidade de São Paulo

Language: English

Topic: Advanced Statistical Methods and Models

Subfield: Statistics and Probability

Field: Mathematics

Domain: Physical Sciences

Open Access status: diamond

OpenAlex ID: W4416623155

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