plotRegressEns: Plot ensemble regression results

In nickmckay/GeoChronR: Tools to Analyze and Visualize Time-Uncertain Data

Plot ensemble regression results

Description

Creates a suite of plots to characterize the results of an ensemble regression.

Usage

plotRegressEns(
  reg.ens,
  alp = 0.2,
  quantiles = c(0.025, 0.5, 0.975),
  font.size = 10
)

Arguments

reg.ens	output of regressEns()
alp	Transparency of the scatter plot.
quantiles	quantiles to calculate and plot
font.size	Font size

Value

A list of ggplot objects

• YPlot - ribbon plot of the prectictand timeseries over the interval of overlap

• XPlot - ribbon plot of the predictor timeseries over the interval of overlap

• scatterplot - ensemble scatter plot of the predictor and predictand timeseries over the interval of overlap

• mHist - distribution of ensemble regression slopes

• bHist - distribution of ensemble regression intercepts

• modeledYPlot - ribbon plot of values modeled by the ensemble regression, incorporating age uncertainty in both the regression and the predictor timeseries

• summaryPlot - grid.arrange object of all the regression plots

Author(s)

Nick McKay

See Also

Other plot: plotChron(), plotChronEns(), plotChronEnsDiff(), plotCorEns(), plotHistEns(), plotLine(), plotModelDistributions(), plotPcaEns(), plotPvalsEnsFdr(), plotScatterEns(), plotScreeEns(), plotSpectraEns(), plotSpectrum(), plotSummary(), plotSummaryTs(), plotTimeseriesEnsLines(), plotTimeseriesEnsRibbons(), plotTimeseriesStack(), plotTrendLinesEns()

Other regress: plotScatterEns(), plotTrendLinesEns(), regress(), regressEns()

nickmckay/GeoChronR documentation built on April 9, 2024, 5:26 a.m.