qpbox {pbox} | R Documentation |
Query the probabilistic space of a pbox object.
Description
This function queries the probabilistic space of a pbox object to calculate probabilities associated with specific marginal or conditional distributions. It supports conditional probability calculations and can optionally estimate confidence intervals through bootstrapping.
This method processes the pbox
object to compute probabilities based on the specified marginal
and conditional parameters. It handles both simple probability calculations and complex queries involving
joint and conditional distributions, with an option for bootstrap confidence interval estimation.
Usage
qpbox(
pbx,
mj = "character",
co = "character",
lower.tail = TRUE,
fixed = FALSE,
CI = FALSE,
iter = 1000
)
## S4 method for signature 'pbox'
qpbox(
pbx,
mj = "character",
co = "character",
lower.tail = TRUE,
fixed = FALSE,
CI = FALSE,
iter = 1000
)
Arguments
pbx |
An object of class |
mj |
A character string specifying the marginal and or joint distribution of the variable. It must specify the variable and the value in the format 'Var:Val'. |
co |
A character string specifying the marginal and conditional distribution of the variable. It must specify the variable and the value in the format 'Var:Val'. |
lower.tail |
Logical; if TRUE (default), probabilities are calculated for the area to the right of the specified value. |
fixed |
Logical; if TRUE, calculates conditional probabilities with conditions treated as fixed. |
CI |
Logical; if TRUE, calculates bootstrap confidence intervals. |
iter |
Integer; the number of replications for the confidence interval calculation. Default is 1000. |
Value
Estimated probabilities as a numeric value or a named vector including confidence intervals if requested.
Examples
data("SEAex")
pbx <- set_pbox(SEAex)
# Get marginal distribution
qpbox(pbx, mj="Malaysia:33")
# Get conditional distribution
qpbox(pbx, mj="Malaysia:33 & Vietnam:31", co="avgRegion:26")