WRTDStidal: Weighted Regression for Water Quality Evaluation in Tidal Waters

An adaptation for estuaries (tidal waters) of weighted regression on time, discharge, and season to evaluate trends in water quality time series.

Install the latest version of this package by entering the following in R:
AuthorMarcus W. Beck [aut, cre]
Date of publication2016-11-08 00:59:19
MaintainerMarcus W. Beck <mbafs2012@gmail.com>

View on CRAN

Man pages

aiccrq: Akaike's Information Criterion for weighted quantile...

all_sims: Simulate a response variable time series using all functions

annual_agg: Create annual aggregations of WRTDS output

chldat: Monthly chlorophyll time series for Hillsborough Bay

chllab: Chlorophyll axis label

chngest: Get trend for a single time period

createsrch: Create a grid of half-window widths to evaluate

daydat: Daily chlorophyll, salinity, and discharge time series for...

dec_time: Create decimal time from time vector

dynaplot: Plot model response to salinity or flow as a lineplot for all...

fill_grd: Add date columns and fill missing values in the interpolation...

fillpo: Fill the 'predonobs' attribute

fitmoplot: Plot the fitted results for a tidal object by month

fitplot: Plot the fitted results for a tidal object

getwts: Get weights for regression

goodfit: Quantile regression goodness of fit

gradcols: Get colors for plots

gridplot: Plot variable response to salinity/flow as a gridded surface...

lnQ_sim: Simulate a discharge time series

lnres_err: Simulate random errors from a time series

lnres_sim: Simulate a water quality time series

modfit: Fit weighted regression and get predicted/normalized response...

nobsplot: Plot number of observations in a WRTDS interpolation grid

obsplot: Plot observed response variable and salinity/flow data

prdnrmplot: Plot combined predicted and normalized results from a tidal...

resnorm: Get salinity/flow normalized WRTDS predictions from...

respred: Get WRTDS predictions from interpolation grids

resscls: Get the scale parameters for predicted values

samp_sim: Sample a daily time series at a set frequency

seasplot: Plot seasonal trends across all years

seasyrplot: Plot seasonal model response by years

sliceplot: Plot time slices within a tidal object

tidal: Create a tidal class object

tidalmean: Create a tidalmean class object

tidfit: Monthly chlorophyll time series for Hillsborough Bay as a...

tidfitmean: Monthly chlorophyll time series for Hillsborough Bay as a...

tidobj: Monthly chlorophyll time series for Hillsborough Bay as a...

tidobjmean: Monthly chlorophyll time series for Hillsborough Bay as a...

winsrch_constrOptim: Find the optimal half-window width combination

winsrch_grid: Evaluate half-window width combinations

winsrch_optim: Find the optimal half-window width combination

wrtds: Get WRTDS prediction grid

wrtdscv: Use k-fold cross-validation to evaluate WRTDS model fit

wrtdsperf: Get WRTDS peformance metrics

wrtdsrsd: Get WRTDS residuals

wrtdstrnd: Get WRTDS trends

wtsplot: Plot the weights for an observation


aiccrq Man page
all_sims Man page
annual_agg Man page
annual_agg.default Man page
chldat Man page
chllab Man page
chngest Man page
createsrch Man page
daydat Man page
dec_time Man page
dec_time.Date Man page
dynaplot Man page
dynaplot.tidal Man page
dynaplot.tidalmean Man page
fill_grd Man page
fillpo Man page
fillpo.tidal Man page
fillpo.tidalmean Man page
fitmoplot Man page
fitmoplot.tidal Man page
fitmoplot.tidalmean Man page
fitplot Man page
fitplot.tidal Man page
fitplot.tidalmean Man page
getwts Man page
getwts.default Man page
goodfit Man page
gradcols Man page
gridplot Man page
gridplot.tidal Man page
gridplot.tidalmean Man page
lnQ_sim Man page
lnres_err Man page
lnres_sim Man page
modfit Man page
modfit.data.frame Man page
modfit.default Man page
modfit.tidal Man page
modfit.tidalmean Man page
nobsplot Man page
nobsplot.default Man page
nobsplot.tidal Man page
nobsplot.tidalmean Man page
obsplot Man page
obsplot.default Man page
obsplot.tidal Man page
obsplot.tidalmean Man page
prdnrmplot Man page
prdnrmplot.tidal Man page
prdnrmplot.tidalmean Man page
resnorm Man page
resnorm.tidal Man page
resnorm.tidalmean Man page
respred Man page
respred.tidal Man page
respred.tidalmean Man page
resscls Man page
resscls.tidalmean Man page
samp_sim Man page
seasplot Man page
seasplot.tidal Man page
seasplot.tidalmean Man page
seasyrplot Man page
seasyrplot.tidal Man page
seasyrplot.tidalmean Man page
sliceplot Man page
sliceplot.tidal Man page
sliceplot.tidalmean Man page
tidal Man page
tidalmean Man page
tidfit Man page
tidfitmean Man page
tidobj Man page
tidobjmean Man page
winsrch_constrOptim Man page
winsrch_constrOptim.default Man page
winsrch_grid Man page
winsrch_grid.default Man page
winsrch_optim Man page
winsrch_optim.default Man page
wrtds Man page
wrtdscv Man page
wrtdscv.default Man page
wrtdsperf Man page
wrtdsperf.tidal Man page
wrtdsperf.tidalmean Man page
wrtdsrsd Man page
wrtdsrsd.tidal Man page
wrtdsrsd.tidalmean Man page
wrtds.tidal Man page
wrtds.tidalmean Man page
wrtdstrnd Man page
wrtdstrnd.default Man page
wrtdstrnd.tidal Man page
wrtdstrnd.tidalmean Man page
wtsplot Man page
wtsplot.default Man page
wtsplot.tidal Man page
wtsplot.tidalmean Man page


R/respred.R R/tidobjmean.R R/globalVariables.R R/wrtdsperf.R R/lnres_err.R R/dynaplot.R R/resnorm.R R/aiccrq.R R/tidobj.R R/annual_agg.R R/fitmoplot.R R/seasplot.R R/wrtdstrnd.R R/chldat.R R/sliceplot.R R/wrtdscv.R R/daydat.R R/lnres_sim.R R/seasyrplot.R R/tidfitmean.R R/getwts.R R/prdnrmplot.R R/gridplot.R R/winsrch_constrOptim.R R/wrtdsrsd.R R/gradcols.R R/modfit.R R/resscls.R R/createsrch.R R/chllab.R R/winsrch_grid.R R/lnQ_sim.R R/tidalmean.R R/chngest.R R/fillpo.R R/fitplot.R R/winsrch_optim.R R/wtsplot.R R/obsplot.R R/tidfit.R R/nobsplot.R R/dec_time.R R/fill_grd.R R/samp_sim.R R/tidal.R R/goodfit.R R/wrtds.R R/all_sims.R
man/tidobj.Rd man/fillpo.Rd man/chldat.Rd man/winsrch_optim.Rd man/sliceplot.Rd man/wrtdstrnd.Rd man/samp_sim.Rd man/chllab.Rd man/resnorm.Rd man/nobsplot.Rd man/respred.Rd man/fill_grd.Rd man/dec_time.Rd man/wtsplot.Rd man/wrtdsrsd.Rd man/prdnrmplot.Rd man/tidfit.Rd man/winsrch_constrOptim.Rd man/resscls.Rd man/wrtdsperf.Rd man/tidalmean.Rd man/dynaplot.Rd man/tidobjmean.Rd man/annual_agg.Rd man/winsrch_grid.Rd man/seasplot.Rd man/fitmoplot.Rd man/tidfitmean.Rd man/gridplot.Rd man/chngest.Rd man/obsplot.Rd man/tidal.Rd man/goodfit.Rd man/all_sims.Rd man/fitplot.Rd man/modfit.Rd man/seasyrplot.Rd man/lnres_sim.Rd man/wrtdscv.Rd man/lnres_err.Rd man/gradcols.Rd man/daydat.Rd man/createsrch.Rd man/wrtds.Rd man/lnQ_sim.Rd man/getwts.Rd man/aiccrq.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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