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 |