Spline-Based Nonlinear Modeling for Multilevel and Longitudinal Data


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Documentation for package ‘MultiSpline’ version 0.2.0

Help Pages

nl_compare Built-in model comparison workflow
nl_derivatives Compute first and second derivatives of the fitted spline curve
nl_fit Fit a nonlinear (spline or GAM) single-level or multilevel model
nl_het Cluster heterogeneity in nonlinear effects
nl_icc Intraclass correlation coefficients for a multilevel nl_fit model
nl_knots Automatic knot / degrees-of-freedom selection for spline models
nl_plot Plot predictions and derivatives from nl_fit models
nl_predict Generate predictions from an nl_fit model
nl_r2 Multilevel R-squared decomposition for nl_fit models
nl_summary Tidy coefficient table for an nl_fit model
nl_turning_points Identify turning points and inflection regions
print.nl_fit Print method for nl_fit objects
print.summary_nl_fit Print method for summary_nl_fit objects
summary.nl_fit Summary method for nl_fit objects