IDA report
Overview
1 IDA Framework
2 Scope of the regression analyses for the examples
3 Data screening and possible actions
I CRASH-2
4 Introduction to CRASH-2
5 Statistical analysis plan
6 Missing data
7 Univariate distribution checks
8 Multivariate distributions
National Health and Nutrition Examination Survey (NHANES)
9 Introduction to NHANES
10 Initial data analysis plan (IDAP)
- 10.1 Initial data analysis strategy
11 Missing data
12 Univariate distribution checks
13 Multivariate distributions
Bacteremia
14 Introduction to Bacteremia
15 IDA plan
16 Missing data
17 Univariate distribution checks
18 Multivariate distributions
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Regression without regrets

Regression without regrets

Workflow of initial data analyses

M. Baillie, G. Heinze & M. Huebner

2022-04-13

Overview

The focus of this document/website is to provide guidance on conducting initial data analysis in a reproducible manner in the context of intended regression analyses.