Multivariable Fractional Polynomial Models with Extensions


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Documentation for package ‘mfp2’ version 1.1.0

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mfp2-package mfp2: Multivariable Fractional Polynomial Models and Extensions
advanced_prostate_cancer Advanced prostate cancer dataset used in Royston and Sauerbrei (2008) book.
art Artificial dataset with continuous response
coef.mfp2 Extract Coefficients from an 'mfp2' Model
coef.mfpi Extract Coefficients from MFPI Interaction Models
confint.mfp2 Confidence Intervals for 'mfp2' Model Parameters
finegray_family Survival Model Families
fp Specify a Fractional-Polynomial Term
fp2 Specify a Fractional-Polynomial Term
fracplot Deprecated Fractional-Polynomial Plotting Interface
gbsg Breast cancer dataset used in Royston and Sauerbrei (2008) book.
gee_family GEE Family Specification
get_selected_variable_names Extract Names of Selected Variables from an 'mfp2' Model
mfp2 Multivariable Fractional Polynomial Models with Extensions
mfp2.default Multivariable Fractional Polynomial Models with Extensions
mfp2.formula Multivariable Fractional Polynomial Models with Extensions
mfpi Test Interactions with a Categorical Grouping Variable
mfpi.default Test Interactions with a Categorical Grouping Variable
mfpi.formula Test Interactions with a Categorical Grouping Variable
multinomial_family Multinomial Logistic Family
negbin_family Negative-Binomial Family
ordinal_family Ordinal Family
pima Pima Indians dataset used in Royston and Sauerbrei (2008) book.
plot.mfp2 Plot fitted term contributions and contrasts from an mfp2 model
plot.mfpi Plot MFPI Fitted Functions and Group Differences
predict.mfp2 Predict from an 'mfp2' Model
predict.mfpi Predict from an MFPI Model
print.mfp2 Print a Fitted MFP Model
print.mfpi Print an '"mfpi"' Object
print.mfpi_coef Print MFPI Coefficients
print.mfpi_coef_list Print MFPI Coefficients
print.mfpi_prediction Print an MFPI Prediction
print.mfpi_prediction_list Print a List of MFPI Predictions
print.mfpi_vcov_list Print a Collection of MFPI Variance-Covariance Matrices
print.summary.mfp2 Print a Summary of an 'mfp2' Model Fit
print.summary.mfpi Print a '"summary.mfpi"' Object
prostate Prostate cancer dataset used in Royston and Sauerbrei (2008) book.
residuals.mfp2 Extract Residuals from an 'mfp2' Model
summary.mfp2 Summarize an 'mfp2' Model Fit
summary.mfpi Summarize an '"mfpi"' Object
survreg_family Survival Model Families
transform_vector_fp Transform a Variable Using Fractional-Polynomial Powers
vcov.mfpi Extract Variance-Covariance Matrices from MFPI Interaction Models