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Major Category Minor Category File Name Type Description
ABD b2.qmd Report Project Title; report
" Ordinary Least Squares abd17-1.Rmd Report Analysis of Biological Data Chapter 17 Practice Problems 1-3; report
" " abd17-20.Rmd Report Analysis of Biological Data Chapter 17 Assignment Problems 20-21; report
" " abd17-28.Rmd Report Analysis of Biological Data Chapter 17 Assignment Problem 28; report
" " abd17-lion.qmd Report Predicting Age from Lion Nose; report
" " abd18-11.Rmd Report Analysis of Biological Data Chapter 18 Assignment Problem 11; report
" " abd18-18.Rmd Report Analysis of Biological Data Chapter 18 Assignment Problem 18; report
" " abd18-molerats.qmd Report Mole Rats Energy Expenditure; report
Data Manipulation Import importREDCap.r R Function to clean up REDCap dataset exported to R
" " r2stata.r R Convert an R data frame to a Stata .dta file
Data Reduction nhgh.qmd Report NHANES; report
Descriptive Statistics b2.qmd Report Project Title; report
" " descriptives.Rmd Report Descriptive Analysis of FEV Dataset; report
" " stressecho.qmd Report Stress Echo Descriptive Analysis; report
Graphics descriptives.Rmd Report Descriptive Analysis of FEV Dataset; report
" " stressecho.qmd Report Stress Echo Descriptive Analysis; report
" " graphicsSet.r R various graphics utility functions including color specifications
Introduction introda.r R Intro to R for Data Analysis (With Self-Contained Data)
Regression Analysis Categorical cat-pred.qmd Report Categorical Predictors; report
" Ordinary Least Squares cat-pred.qmd Report Categorical Predictors; report
Regression Modeling Curve Fitting rms2-5.Rmd Report RMS Chapter 2 Problem 5; report
" " rms2-fev.Rmd Report title: 'RMS Chapter 2 Example: Analysis of FEV Dataset'; report
" " demoLeastSquares.r R Interactive Demo of Least Squares and Other Fitting
" " demoOLSqr.r R Non-Interactive Demo of Polynomial and Spline Fitting with OLS and quantile regression and how to use a list of models
" " demoSpline.r R Interactive Demo of Spline Fitting
" Logistic acath.qmd Report Diagnostic Model Using Duke Cardiac Catheterization Data; report
" Ordinal simhiv.qmd Report Ordinal Regression for Simulated HIV Data; report
" Ordinary Least Squares abd17-1.Rmd Report Analysis of Biological Data Chapter 17 Practice Problems 1-3; report
" " abd17-20.Rmd Report Analysis of Biological Data Chapter 17 Assignment Problems 20-21; report
" " abd17-28.Rmd Report Analysis of Biological Data Chapter 17 Assignment Problem 28; report
" " abd17-lion.qmd Report Predicting Age from Lion Nose; report
" " abd18-11.Rmd Report Analysis of Biological Data Chapter 18 Assignment Problem 11; report
" " abd18-18.Rmd Report Analysis of Biological Data Chapter 18 Assignment Problem 18; report
" " abd18-molerats.qmd Report Mole Rats Energy Expenditure; report
" " framingham.qmd Report Framingham Heart Study; report
" " lead-ols.Rmd Report Linear Model Analysis of Rosner lead Dataset; report
" " splinex.qmd Report Spline Examples; report
" " support.qmd Report SUPPORT: Study to Understand Prognoses Outcomes Preferences and Risks of Treatments; report
Rms Curve Fitting rms2-5.Rmd Report RMS Chapter 2 Problem 5; report
" " rms2-fev.Rmd Report title: 'RMS Chapter 2 Example: Analysis of FEV Dataset'; report
" Logistic acath.qmd Report Diagnostic Model Using Duke Cardiac Catheterization Data; report
" Ordinary Least Squares support.qmd Report SUPPORT: Study to Understand Prognoses Outcomes Preferences and Risks of Treatments; report
Statistical Pitfalls Categorization catgNoise.r R Interactive RStudio Simulation of Noise and Categorization
Validation Ordinary Least Squares framingham.qmd Report Framingham Heart Study; report