Exploring Multivariate Spaces with Probability Boxes

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Documentation for package ‘pbox’ version 0.1.8

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

.copula_families	Define Copula Families and Parameters
.fit_copula	Copula Fit
.fit_copula-method	Copula Fit
coefAll2	Extract Coefficients
coefAll2-method	Method for extracting coefficients from GAM-like models
coefAll2-method	Extract Coefficients
copula_families	Define Copula Families and Parameters
deltaCI	Compute Confidence Interval using Delta Method
deltaCI-method	Compute Confidence Interval using Delta Method
final_pbox	Build a Multivariate Distribution from Copula
final_pbox-method	Build a Multivariate Distribution from Copula
fit_copula	Copula Fit
fit_copula_pbox	Fit Copula Models to Data
fit_copula_pbox-method	Fit Copula Models to Data
fit_dist_pbox	Fit Marginal Distributions
fit_dist_pbox-method	Fit Marginal Distributions
fun_stats	Summary Statistics
fun_stats,numeric	Summary Statistics
fun_stats-method	Summary statistics method for numeric vectors
gen_scenario	Generate Scenarios
gen_scenario-method	Generate Scenarios
grid_pbox	Iterate Over a Grid of All Possible Quantiles and Calculate Probabilities
grid_pbox-method	Iterate Over a Grid of All Possible Quantiles and Calculate Probabilities
make_pbox	Create a Probability Box (Pbox) Object
make_pbox-method	Create a Probability Box (Pbox) Object
match_maker	Generate Query Vector
match_maker-method	Method for match_maker
modify_pbox	Modify Parameters Box
modify_pbox-method	Modify Parameters Box
param_dev	Compute Parameter Deviations
param_dev-method	Compute Parameter Deviations
pbox-class	Class "pbox": Main S4 class of the library *pbox*.
perProb	Compute Probability Using a Perturbed Copula
perProb-method	Compute Probability Using a Perturbed Copula
perturbate_params	Perturb Parameters
perturbate_params-method	Perturb Parameters Method
probCI	Probability Confidence Interval
probCI-method	Probability Confidence Interval
probCI-method	Method to calculate confidence intervals for a vector of probabilities
qpbox	Query the probabilistic space of a pbox object.
qpbox-method	Query the probabilistic space of a pbox object.
q_parser	Parse Query
q_parser-method	Method for Parsing Queries
scenario_pbox	Scenario Analysis
scenario_pbox-method	Scenario Analysis
SEAex	Maximum yearly temperature data from 1901 to 2022 (CRU TS v4)
set_pbox	Create a Probability Box from Data
set_pbox-method	Create a Probability Box from Data
show	Methods for 'show()' in Package 'pbox'
show-method	Methods for 'show()' in Package 'pbox'
show-pbox	Methods for 'show()' in Package 'pbox'
stats_calc	Calculate Basic Statistics
stats_calc-method	Calculate Basic Statistics