ciCalculationsParallel: A parallel-processing version of EGRETci's bootAnnual

In troyhill/SFNRC: APIs and Tools for Processing Data from DataForEver and DBHYDRO

A parallel-processing version of EGRETci's bootAnnual

Description

Runs EGRETci::bootAnnual in parallel.

Usage

ciCalculationsParallel(eList, probs, clusterObject, nBoot = 100, 
    blockLength = 200, widthCI = 90, seed_var = 23, ...)

Arguments

eList	eList object returned from EGRET's WRTDS
probs	a vector of probabilities
clusterObject	name of cluster object
nBoot	number of bootstrap replicates to run
blockLength	length of block used to identify neighboring water quality samples
widthCI	width of confidence interval (percentiles)
seed_var	seed to use for replicable results
...	placeholder. Additional arguments are not used at this time,

Value

list ciCalculationsParallel returns a list of dataframes

Examples

## Not run: 
registerDoParallel(cl)
nitro <- lapply(targStns, function(stnSelect)  
  modelEstimation(convertToEgret(stn = stnSelect, target_analyte = targAnalyte,  
                                   wq_data = wqTemp, flow_data = hydDat)))
                                   stopCluster(cl)
nitro <- lapply(nitro, setPA, paStart = WaterYearStart, paLong = 12)

caseSetUp.tkn <- mapLists(trendSetUp, nitro, list2 = NULL, 
    year2 = list(2017, 2017, 2015, 2015, 2007, 2013), year1 = startDate, 
    nBoot = nBoot_var, min = 100, blockLength = blockLength_var, bootBreak = 100)

eBoot.tkn <- mapLists(wBT, nitro, caseSetUp.tkn)

closeAllConnections()
CIAnnualResults.tkn <- lapply(nitro, ciCalculations, nBoot = nBoot_CI, 
    blockLength = blockLength_var, widthCI = 90)
closeAllConnections()

## End(Not run)

troyhill/SFNRC documentation built on Dec. 30, 2024, 4:32 p.m.