Estimate the Effective Reproductive Number with Trend Filtering


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Documentation for package ‘rtestim’ version 1.0.0

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cancovid Canadian Incident COVID-19 Cases
confband Add confidence bands to estimated Rt or incidence curves
configure_rt_admm Rt estimation algorithm configuration
cv_estimate_rt Leave-kth-out cross validation for choosing a optimal parameter lambda
delay_calculator Calculate the total infectiousness at each observed time point.
discretize_gamma Compute the discretized density function for gamma distribution
estimate_rt Estimate Rt using smoothness-penalized Poisson likelihood
fitted.cv_poisson_rt Fitted cv_poisson_rt
interpolate_rt Interpolate (or extrapolate) Rt estimates to intermediate design points
interpolate_rt.cv_poisson_rt Interpolate (or extrapolate) Rt estimates to intermediate design points
interpolate_rt.poisson_rt Interpolate (or extrapolate) Rt estimates to intermediate design points
plot.cv_poisson_rt Plot cv_poisson_rt
plot.poisson_rt Plot estimated Rt values from a 'poisson_rt' object
plot.rt_confidence_band Plot estimated confidence bands for an estimate of Rt
predict.cv_poisson_rt Predict observed data using estimated Rt
predict.poisson_rt Predict observed data using estimated Rt