Using Regression Analysis in R to expore the association of clinical characteristics with heart failure
- Linearity check of regression-focus data
- Univariate Logistic Regression Analysis to explore associations of indepedent variables and outcome
- Counfunding variables checking in regression analysis
- Interaction terms checking in regression analysis
- Regression model goodness fit and diagnostics
- explanation to a regression model of association
The Reproduciable report can be found at Association_of_clinical_characteristics_with_heart_failure.pdf.
You can reproduce the report using the R-markdown code residing in logistic_reg.Rmd