R: Communication-Efficient Varying Coefficient Mixed-Effects Models

# Communication-Efficient Varying Coefficient Mixed-Effects Models

## Documentation for package ‘cevcmm’ version 0.1.4

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

+.vcmm_ss | Additive aggregation of sufficient-statistics summaries
accumulate_stats | Add one batch or node statistics to a running accumulator
build_kronecker_precision | Build the Kronecker-structured random-effect precision matrix
build_penalty_matrix | Build a B-spline second-order difference penalty matrix
build_vcmm_design | Build the design matrix and penalty for a VCMM
coef.vcmm_fit | Fixed-effects coefficient vector from a vcmm fit
compute_sufficient_stats | Compute one batch or node sufficient statistics for a normal linear VCMM
estimate_kronecker_components | Moment-based estimator for the Kronecker left component
fit_csl | Fit a VCMM via the one-step CSL estimator
fit_from_summaries | Fit a VCMM from aggregated sufficient-statistics summaries
fit_ss | Fit a VCMM via the sufficient-statistics estimator
fixef | Extract fixed-effects from a fitted model object
fixef.vcmm_fit | Fixed effects of a VCMM, reshaped by varying-coefficient block
init_accumulator | Initialize an empty sufficient-statistics accumulator
invert_matrix | Numerically stable matrix inversion with automatic method selection
logLik.vcmm_fit | Log-likelihood of a vcmm fit
nobs.vcmm_fit | Number of observations from a vcmm fit
node_summary | Compute one node's sufficient-statistics summary
plot.vcmm_fit | Diagnostic plots for a vcmm fit
predict.vcmm_fit | Predictions from a fitted VCMM
print.vcmm_control | Control parameters for VCMM fitting
print.vcmm_fit | Fit a VCMM via the sufficient-statistics estimator
print.vcmm_summary | Summarise a vcmm fit
ranef | Extract random effects from a fitted model object
ranef.vcmm_fit | Random effects of a VCMM, reshaped by re_cov structure
summary.vcmm_fit | Summarise a vcmm fit
varying_coef | Evaluate the varying coefficient(s) at new t values
vcmm | Fit a Varying Coefficient Mixed-Effects Model
vcmm_control | Control parameters for VCMM fitting
vcov.vcmm_fit | Variance-covariance matrix of the fixed-effects from a vcmm fit