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DESCRIPTION
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DESCRIPTION
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Package: PointFore
Type: Package
Title: Interpretation of Point Forecasts as State-Dependent Quantiles and Expectiles
Version: 0.2.0.9000
Authors@R: person("Patrick", "Schmidt", email = "pschmidte@gmail.com", role = c("aut", "cre"))
Description: Estimate specification models for the state-dependent level of an optimal quantile/expectile forecast.
Wald Tests and the test of overidentifying restrictions are implemented. Plotting of the estimated specification model is possible.
The package contains two data sets with forecasts and realizations: the daily accumulated precipitation at London, UK from the high-resolution model of the
European Centre for Medium-Range Weather Forecasts (ECMWF, <https://www.ecmwf.int/>) and GDP growth Greenbook data by the US Federal Reserve.
See Schmidt, Katzfuss and Gneiting (2015) <arXiv:1506.01917> for more details on the identification and estimation of a directive behind a point forecast.
License: CC0
Imports:
gmm,
boot,
car,
ggplot2,
MASS,
stats,
lubridate,
sandwich
Depends: R (>= 3.2.0)
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.1
Suggests:
knitr,
rmarkdown,
testthat,
spelling
VignetteBuilder: knitr
Language: en-US