Comments (4)
I think sadly there isn't any commonly accepted definition. To me these are quite similar and I would perhaps define them as:
- Prediction == forecast (except in a statistical sense when predictions can be any unobserved, including past, data)
- Forecast: a statement about the future i.e. giving predicted probabilities for future outcomes (if a deterministic forecast then that probability == 1)
- Projection: the same as "simulation", i.e. a model run forward; often, but not necessarily always, assuming things may stay the same. A projection may be used as a forecast, or as a scenario.
from bpmodels.
Great observation, Andree!
As you have noticed, the terminologies can sometimes be confusing. Some authors tend to be less strict and use them interchangeably. However, based on the RECON definition, I believe the vignette is about "forecasting" rather than "projection" since the underlying model is somewhat mechanistic and also assumes that conditions will remain the same throughout the forecasting window. Joel Hellewell actually has a nice reflection on this distinction that you might find interesting.
I would like @sbfnk to weigh in on what is the appropriate terminology to use here.
from bpmodels.
Thanks for your input, Seb.
from bpmodels.
@andree, I think this might be better placed under the Discussions, so I will move it there.
from bpmodels.
Related Issues (20)
- Update README to use explicit argument matching
- Fix reproduction number not rendering correctly in "Get Started" vignette
- Explain why we set seed
- Reword part about offspring distribution in Get Started vignette
- Push ?chain_ll to inline in "Get Started" vignette
- Revise vignette: refer to functions in inline text by suffixing with `()`
- Crosscheck correctness of figure 1 in covid-19 modelling vignette
- Provide a default value for `obs_sim` in `chain_ll()` HOT 1
- Add input checking to the borel functions
- Use the @noRd tag to prevent generating documentation files of internal functions
- Remove `find_function_name()` from codebase
- Improve wording of `pop` argument in `chain_sim_susc()`
- Justify why `chain_threshold` is set to `1000` in covid-19 modelling vignette HOT 1
- Add GHA for syncing the `CITATION.cff` file with the DESCRIPTION and CITATION file
- Run styler HOT 1
- Move theory vignette to Literature navbar on website HOT 5
- Clarify documentation of `offspring_ll()`
- Add package reviewers
- Tests for statistical correctness in random samplers
- Transfer {bpmodels} to epiforecasts group after {epichains} release
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from bpmodels.