Estimate Real-Time Case Counts and Time-Varying Epidemiological
Parameters
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Documentation for package ‘EpiNow2’ version 1.4.0
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A B C D E F G I L M O P R S T U misc
-- A --
| add_day_of_week | Adds a day of the week vector |
| adjust_infection_to_report | Adjust from Case Counts by Infection Date to Date of Report |
| allocate_delays | Allocate Delays into Required Stan Format |
| allocate_empty | Allocate Empty Parameters to a List |
-- B --
| backcalc_opts | Back Calculation Options |
| bootstrapped_dist_fit | Fit a Subsampled Bootstrap to Integer Values and Summarise Distribution Parameters |
-- C --
| c.dist_spec | Combines multiple delay distributions for further processing |
| calc_CrI | Calculate Credible Interval |
| calc_CrIs | Calculate Credible Intervals |
| calc_summary_measures | Calculate All Summary Measures |
| calc_summary_stats | Calculate Summary Statistics |
| clean_nowcasts | Clean Nowcasts for a Supplied Date |
| clean_regions | Clean Regions |
| construct_output | Construct Output |
| convert_to_logmean | Convert mean and sd to log mean for a log normal distribution |
| convert_to_logsd | Convert mean and sd to log standard deviation for a log normal distribution |
| copy_results_to_latest | Copy Results From Dated Folder to Latest |
| create_backcalc_data | Create Back Calculation Data |
| create_clean_reported_cases | Create Clean Reported Cases |
| create_future_rt | Construct the Required Future Rt assumption |
| create_gp_data | Create Gaussian Process Data |
| create_initial_conditions | Create Initial Conditions Generating Function |
| create_obs_model | Create Observation Model Settings |
| create_rt_data | Create Time-varying Reproduction Number Data |
| create_shifted_cases | Create Delay Shifted Cases |
| create_stan_args | Create a List of Stan Arguments |
| create_stan_data | Create Stan Data Required for estimate_infections |
| create_stan_delays | Create delay variables for stan |
-- D --
| delay_opts | Delay Distribution Options |
| dist_fit | Fit an Integer Adjusted Exponential, Gamma or Lognormal distributions |
| dist_skel | Distribution Skeleton |
| dist_spec | Specify a distribution. |
| dist_spec_plus | Creates a delay distribution as the sum of two other delay distributions |
-- E --
| epinow | Real-time Rt Estimation, Forecasting and Reporting |
| estimates_by_report_date | Estimate Cases by Report Date |
| estimate_delay | Estimate a Delay Distribution |
| estimate_infections | Estimate Infections, the Time-Varying Reproduction Number and the Rate of Growth |
| estimate_secondary | Estimate a Secondary Observation from a Primary Observation |
| estimate_truncation | Estimate Truncation of Observed Data |
| example_confirmed | Example Confirmed Case Data Set |
| expose_stan_fns | Expose internal package stan functions in R |
| extract_CrIs | Extract Credible Intervals Present |
| extract_inits | Generate initial conditions from a Stan fit |
| extract_parameter | Extract Samples for a Parameter from a Stan model |
| extract_parameter_samples | Extract Parameter Samples from a Stan Model |
| extract_stan_param | Extract a Parameter Summary from a Stan Object |
| extract_static_parameter | Extract Samples from a Parameter with a Single Dimension |
-- F --
| filter_opts | Filter Options for a Target Region |
| fit_model_with_nuts | Fit a Stan Model using the NUTs sampler |
| fit_model_with_vb | Fit a Stan Model using Variational Inference |
| forecast_secondary | Forecast Secondary Observations Given a Fit from estimate_secondary |
| format_fit | Format Posterior Samples |
-- G --
| gamma_dist_def | Generate a Gamma Distribution Definition Based on Parameter Estimates |
| generation_times | Literature Estimates of Generation Times |
| generation_time_opts | Generation Time Distribution Options |
| get_dist | Get a Literature Distribution |
| get_generation_time | Get a Literature Distribution for the Generation Time |
| get_incubation_period | Get a Literature Distribution for the Incubation Period |
| get_raw_result | Get a Single Raw Result |
| get_regional_results | Get Combined Regional Results |
| get_regions | Get Folders with Results |
| get_regions_with_most_reports | Get Regions with Most Reported Cases |
| get_seeding_time | Estimate seeding time from delays and generation time |
| gp_opts | Approximate Gaussian Process Settings |
| growth_to_R | Convert Growth Rates to Reproduction numbers. |
-- I --
| incubation_periods | Literature Estimates of Incubation Periods |
| init_cumulative_fit | Generate initial conditions by fitting to cumulative cases |
-- L --
| lognorm_dist_def | Generate a Log Normal Distribution Definition Based on Parameter Estimates |
-- M --
| make_conf | Format Credible Intervals |
| map_prob_change | Categorise the Probability of Change for Rt |
| match_output_arguments | Match User Supplied Arguments with Supported Options |
| mean.dist_spec | Returns the mean of one or more delay distribution |
-- O --
| obs_opts | Observation Model Options |
| opts_list | Return an _opts List per Region |
-- P --
| plot | Plot method for estimate_infections |
| plot.dist_spec | Plot PMF and CDF for a dist_spec object |
| plot.epinow | Plot method for epinow |
| plot.estimate_infections | Plot method for estimate_infections |
| plot.estimate_secondary | Plot method for estimate_secondary |
| plot.estimate_truncation | Plot method for estimate_truncation |
| plot_CrIs | Plot EpiNow2 Credible Intervals |
| plot_estimates | Plot Estimates |
| plot_summary | Plot a Summary of the Latest Results |
| print.dist_spec | Prints the parameters of one or more delay distributions |
| process_region | Process regional estimate |
| process_regions | Process all Region Estimates |
-- R --
| regional_epinow | Real-time Rt Estimation, Forecasting and Reporting by Region |
| regional_runtimes | Summarise Regional Runtimes |
| regional_summary | Regional Summary Output |
| report_cases | Report case counts by date of report |
| report_plots | Report plots |
| report_summary | Provide Summary Statistics for Estimated Infections and Rt |
| rstan_opts | Rstan Options |
| rstan_sampling_opts | Rstan Sampling Options |
| rstan_vb_opts | Rstan Variational Bayes Options |
| rt_opts | Time-Varying Reproduction Number Options |
| run_region | Run epinow with Regional Processing Code |
| R_to_growth | Convert Reproduction Numbers to Growth Rates |
-- S --
| sample_approx_dist | Approximate Sampling a Distribution using Counts |
| save_estimate_infections | Save Estimated Infections |
| save_input | Save Observed Data |
| secondary_opts | Secondary Reports Options |
| setup_default_logging | Setup Default Logging |
| setup_dt | Convert to Data Table |
| setup_future | Set up Future Backend |
| setup_logging | Setup Logging |
| setup_target_folder | Setup Target Folder for Saving |
| simulate_infections | Simulate infections using a given trajectory of the time-varying reproduction number |
| simulate_secondary | Simulate a secondary observation |
| stan_opts | Stan Options |
| summarise_key_measures | Summarise rt and cases |
| summarise_results | Summarise Real-time Results |
| summary | Summary output from epinow |
| summary.epinow | Summary output from epinow |
| summary.estimate_infections | Summary output from estimate_infections |
-- T --
| trunc_opts | Truncation Distribution Options |
-- U --
| update_horizon | Updates Forecast Horizon Based on Input Data and Target |
| update_list | Update a List |
| update_secondary_args | Update estimate_secondary default priors |
-- misc --
| +.dist_spec | Creates a delay distribution as the sum of two other delay distributions |