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url: https://epiforecasts.io/EpiNow2/
template:
bootstrap: 5
opengraph:
image:
src: man/figures/unnamed-chunk-14-1.png
alt: "Example estimates produced by EpiNow2 of the reproduction number, cases by date of infection and cases by date of report"
twitter:
creator: "@seabbs"
site: "@epiforecasts"
card: summary_large_image
params:
bootswatch: lumen
docsearch:
api_key: 43da981922253a06c4dfab7b53f2410e
index_name: epinow2
development:
mode: auto
authors:
Sam Abbott:
href: "https://www.samabbott.co.uk/"
Sebastian Funk:
href: "https://www.lshtm.ac.uk/aboutus/people/funk.sebastian"
navbar:
structure:
left: [intro,metareference, modeldefs, usage, casestudies, news]
right: [search, github]
components:
metareference:
text: Reference
menu:
- text: R Reference
href: reference/index.html
- text: Stan Reference
href: https://epiforecasts.io/EpiNow2/stan/
modeldefs:
text: Models
menu:
- text: Model overview
href: articles/model_overview.html
- text: Model features
href: articles/model_features.html
- text: "---"
- text: estimate_infections()
href: articles/estimate_infections.html
- text: estimate_secondary()
href: articles/estimate_secondary.html
- text: estimate_truncation()
href: articles/estimate_truncation.html
- text: Gaussian Process implementation details
href: articles/gaussian_process_implementation_details.html
usage:
text: Usage
menu:
- text: Workflow for Rt estimation and forecasting
href: articles/estimate_infections_workflow.html
- text: Prior choice and specification guide
href: articles/prior_choice_guide.html
- text: "Examples: estimate_infections()"
href: articles/estimate_infections_options.html
- text: Using epinow() for running in production mode
href: articles/epinow.html
- text: Fitting delay distributions
href: articles/estimate-dist.html
- text: Forecasting multiple data streams
href: articles/forecasting_multiple_data_streams.html
casestudies:
text: Case studies
menu:
- text: External case studies and use in the literature
href: articles/case-studies.html
articles:
- title: Start here
navbar: ~
contents:
- EpiNow2
- model_overview
- model_features
- title: Model definitions
navbar: Model definitions
contents:
- estimate_infections
- estimate_secondary
- estimate_truncation
- estimate-dist
- delays
- gaussian_process_implementation_details
- title: Applied use
navbar: Usage
contents:
- estimate_infections_workflow
- estimate_infections_options
- prior_choice_guide
- epinow
- forecasting_multiple_data_streams
- title: Case studies
navbar: ~
contents:
- case-studies
figures:
fig.width: 9
fig.height: 9
reference:
- title: Estimation + Reporting
desc: Functions that facilitate end-to-end analysis including imputing cases by infection, estimating Rt and reporting results.
contents:
- contains("epinow")
- title: Estimate, Simulate, and Forecast Parameters
desc: Function to estimate, simulate and forecast parameters of interest.
contents:
- estimate_infections
- forecast_infections
- estimate_secondary
- forecast_secondary
- estimate_delay
- estimate_dist
- estimate_truncation
- title: Specify Arguments
desc: Functions used by estimate_infections
contents:
- contains("_opts")
- opts_list
- title: Preprocess Data
desc: Functions used for preprocessing data
contents:
- fill_missing
- add_breakpoints
- filter_leading_zeros
- apply_zero_threshold
- title: Regional Analysis
desc: Functions used for summarising across regions (designed for use with regional_epinow)
contents:
- regional_summary
- regional_runtimes
- get_regional_results
- title: Summarise Results
desc: Functions for summarising results
contents:
- contains("summary.")
- contains("calc_")
- make_conf
- map_prob_change
- title: Plot Results
desc: Plot generated results
contents:
- contains("plot")
- title: Report Results
desc: Functions to report results
contents:
- report_plots
- report_summary
- title: Distribution Functions
desc: Functions to define and parameterise distributions
contents:
- Distributions
- contains("dist_spec")
- bound_dist
- collapse
- discretise
- fix_parameters
- get_parameters
- get_pmf
- get_distribution
- is_constrained
- title: Fit Delay Distributions
desc: Functions to fit delay distributions
contents:
- bootstrapped_dist_fit
- dist_fit
- title: Simulation
desc: Functions to help with simulating data or mapping to reported cases
contents:
- simulate_infections
- simulate_secondary
- convolve_and_scale
- title: Data
desc: Package datasets that may be used to parameterise other functions or in examples
contents:
- example_generation_time
- example_incubation_period
- example_reporting_delay
- example_confirmed
- example_truncated
- title: Data Access
desc: Functions for extracting data from objects or getting data from sources
contents:
- contains("get_")
- contains("extract_")
- title: Data Cleaning
desc: Functions for cleaning data
contents:
- contains("clean")
- title: Setup
desc: Functions used for setting up functionality
contents:
- contains("setup_")
- title: Utilities
desc: Utility functions
contents:
- run_region
- expose_stan_fns
- convert_to_logmean
- convert_to_logsd
- growth_to_R
- R_to_growth
- update_secondary_args
- title: Internal
contents:
- has_keyword("internal")