Toolbox for Model Building and Forecasting


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Documentation for package ‘greybox’ version 0.4.1

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greybox-package Grey box
AICc Corrected Akaike's Information Criterion and Bayesian Information Criterion
alm Advanced Linear Model
assoc Measures of association
association Measures of association
BICc Corrected Akaike's Information Criterion and Bayesian Information Criterion
cramer Calculate Cramer's V for categorical variables
dalaplace Asymmetric Laplace Distribution
determ Determination coefficients
determination Determination coefficients
dfnorm Folded Normal Distribution
dlaplace Laplace Distribution
ds S Distribution
dtplnorm Three Parameter Log Normal Distribution
errorType Functions that extracts type of error from the model
forecast Forecasting using greybox functions
forecast.greybox Forecasting using greybox functions
graphmaker Linear graph construction function
greybox Grey box
is.alm Greybox classes checkers
is.greybox Greybox classes checkers
is.greyboxC Greybox classes checkers
is.greyboxD Greybox classes checkers
is.rmc Greybox classes checkers
is.rollingOrigin Greybox classes checkers
lmCombine Combine regressions based on information criteria
lmDynamic Combine regressions based on point information criteria
mcor Multiple correlation
nParam Number of parameters in the model
pAIC Point AIC
pAICc Point AIC
palaplace Asymmetric Laplace Distribution
pBIC Point AIC
pBICc Point AIC
pfnorm Folded Normal Distribution
plaplace Laplace Distribution
pointLik Point likelihood values
predict.alm Forecasting using greybox functions
predict.greybox Forecasting using greybox functions
ps S Distribution
ptplnorm Three Parameter Log Normal Distribution
qalaplace Asymmetric Laplace Distribution
qfnorm Folded Normal Distribution
qlaplace Laplace Distribution
qs S Distribution
qtplnorm Three Parameter Log Normal Distribution
ralaplace Asymmetric Laplace Distribution
rfnorm Folded Normal Distribution
rlaplace Laplace Distribution
rmc Regression for Multiple Comparison
ro Rolling Origin
rs S Distribution
rtplnorm Three Parameter Log Normal Distribution
spread Construct scatterplot / boxplots for the data
stepwise Stepwise selection of regressors
tableplot Construct a plot for categorical variable
xregExpander Exogenous variables expander
xregMultiplier Exogenous variables cross-products
xregTransformer Exogenous variables transformer