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bdots (version 1.2.5)

Bootstrapped Differences of Time Series

Description

Analyze differences among time series curves with p-value adjustment for multiple comparisons introduced in Oleson et al (2015) .

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Version

Install

install.packages('bdots')

Monthly Downloads

444

Version

1.2.5

License

GPL-3 | file LICENSE

Issues

3

Pull Requests

0

Stars

2

Forks

2

Maintainer

Collin Nolte

Last Published

January 6th, 2023

Functions in bdots (1.2.5)

effectiveAlpha_f

Effective Alpha Functional
expCurve

Exponential curve function
cohort_unrelated

cohort_unrelated dataset
curveFitter

Curve Fitter
doubleGauss

Double Gauss curve function for nlme
df_cohort_unrelated

df_cohort_unrelated dataset
df_target

df_target dataset
parTest2

Parameter t-test
p_adjust

Adjust P-values for Multiple Comparisons
linear

Linear curve function
logistic

Logistic curve function for nlme
print.bdotsBootObj

Print `bdotsBootObj`
print.bdotsBootSummary

Print bdotsBoot Summary
plot.bdotsObj

Plot a bdotsFit object
polynomial

Polynomial curve function for nlme
fwerAlpha

fwerAlpha
subset.bdotsBootObj

Subset a nested group bdotsBoot objects
summary.bdotsBootObj

Summary for bdotsBootObj
findModifiedAlpha

Find modified alpha
getSubCurveValues

Return fitted values
getFitCorforGroups

Get Fit Correlations
split.bdotsObj

Split object of class bdotsObj
rbindlist.bdObjList

rbindlist for bdotsObjects
plot.bdotsCorrObj

Plots for bdotsCorr
plot.bdotsBootObj

Plot for object of class bdotsBootObj
doubleGauss2

DoubleGauss2 curve function for nlme
print.bdotsPars_ttest2

Print Parameter Test Summary
print.bdotsSummary

Print bdotsObj Summary
writeCSV

Write fits from bdotsBoot to csv file
summary.bdotsObj

Summary for bdotsObj
target

target dataset
coef.bdotsObj

Extract bdotsFit Moedel Coefficients
coefWriteout

Create data.table with bdotsObj parameters
ar1Solver

Compute AR1 correlation coefficient
bdotsBoot

Create bootstrapped curves from bdotsObj
bdotsCorr

Correlation with fixed value in bdots
bdRemove

bdots Remove Function
bdotsRefit

Refit Observations Returned from bdotsFit
ci

ci dataset
bdotsFitter

Fits Individual Subject Curve
bdotsFit

Fit nlme curves to grouped observations