indicators: Core Set of Statistical Indicators

In jobonaf/dartle: Air Quality Model Benchmarking

Description

RMSE: Root Mean Square Error

Usage

RMSE(obs, mod)

R(obs, mod)

BIAS(obs, mod)

NMB(obs, mod)

NMSD(obs, mod)

CRMSE(obs, mod)

Arguments

obs	numeric vector of observed values
mod	numeric vector of modelled values

Value

RMSE: Root Mean Square Error as in eq.1, tab.1, p.18 in Janssen et al., 2017

R: Correlation coefficient as in eq.2, tab.1, p.18 in Janssen et al., 2017

BIAS: bias as in eq.3, tab.1, p.18 in Janssen et al., 2017

NMB: Normalised Mean Bias as in eq.3, tab.1, p.18 in Janssen et al., 2017

NMSD: Normalised Mean Standard Deviation as in eq.4, tab.1, p.18 in Janssen et al., 2017

CRMSE: Centered Root Mean Square Error as in eq.31, p.29 in Janssen et al., 2017

References

Janssen et al., 2017. "Guidance Document on Modelling Quality Objectives and Benchmarking. Version 2.1"

jobonaf/dartle documentation built on May 29, 2019, 4:52 p.m.