This research project, part of a PhD by Lee Jones, examines statistical quality and reproducibility in health and biomedical research by focusing on linear regression models. This repository has all the materials required to create the manuscript “Challenges in the Computational Reproducibility of Linear Regression Analyses: An Empirical Study” and
"An Empirical Assessment of Inferential Reproducibility of Linear Regression in Health and Biomedical Research Papers"
by Lee Jones, Adrian Barnett, Gunter Hartel and Dimitrios Vagenas.
A random sample of 95 papers was assessed for data availability. The first 20 papers with accessible data were then evaluated for computational reproducibility, with up to three models assessed per paper. Fourteen of these papers contained models that were at least partially reproducible and were therefore further assessed for inferential reproducibility.
The Paper folder contains the HTML report and Code for each of the 95 papers. For convenience, each paper's HTML report can be accessed via the links below.
- Paper 01
- Paper 02
- Paper 03
- Paper 04
- Paper 06
- Paper 07
- Paper 08
- Paper 09
- Paper 10
- Paper 12
- Paper 13
- Paper 14
- Paper 15
- Paper 16
- Paper 17
- Paper 18
- Paper 19
- Paper 20
- Paper 21
- Paper 22
- Paper 23
- Paper 24
- Paper 25
- Paper 26
- Paper 27
- Paper 28
- Paper 29
- Paper 30
- Paper 31
- Paper 32
- Paper 33
- Paper 34
- Paper 35
- Paper 36
- Paper 37
- Paper 38
- Paper 39
- Paper 40
- Paper 41
- Paper 42
- Paper 43
- Paper 44
- Paper 46
- Paper 47
- Paper 48
- Paper 49
- Paper 50
- Paper 52
- Paper 53
- Paper 54
- Paper 55
- Paper 56
- Paper 57
- Paper 58
- Paper 59
- Paper 60
- Paper 61
- Paper 62
- Paper 63
- Paper 64
- Paper 65
- Paper 66
- Paper 67
- Paper 68
- Paper 69
- Paper 70
- Paper 71
- Paper 72
- Paper 73
- Paper 74
- Paper 75
- Paper 76
- Paper 77
- Paper 78
- Paper 79
- Paper 80
- Paper 81
- Paper 82
- Paper 83
- Paper 84
- Paper 85
- Paper 86
- Paper 87
- Paper 88
- Paper 90
- Paper 91
- Paper 92
- Paper 93
- Paper 94
- Paper 95
- Paper 96
- Paper 97
- Paper 98
- Paper 99
- Paper 100
Shield:
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
