An Interface for Microclimate Time Series Analysis | KarsTS-package |
aboutKTS: opens information file about KarsTS version | aboutKTS |
aggregateKTS: creation of time series of aggregated values | aggregateKTS |
anaSamper: analyzing sampling periods and gaps | anaSamPer |
applyGap2TSer: apply a gap set to a time series | applyGap2TSer |
applyTheiler: apply Theiler's window | applyTheiler |
are2TsTimeCompatible: test time compatibility between two time series | are2TsTimeCompatible |
areTsGapTimeCompatible: tests time compatibility between a time series and a gap set | areTsGapTimeCompatible |
areTsRmTimeCompatible: test time compatibility between a time series and a recurrence matrix | areTsRmTimeCompatible |
arimaKalman: ARIMA + Kalman smoother | arimaKalman |
arimaXKalman: ARIMAX + Kalman smoother | arimaXKalman |
assignMultiple: assign multiple | assignMultiple |
buttons1: create the buttons corresponding to the Time Series Menu | buttons1 |
buttons2: create the buttons corresponding to the Gap Sets Menu | buttons2 |
buttons3: create the buttons corresponding to the Analysis Menu | buttons3 |
buttons4: create the buttons corresponding to the Plots Menu | buttons4 |
buttons5: create the buttons corresponding to the Filling Menu | buttons5 |
checkIfAny: check if there are any data sets in the environment | checkIfAny |
checkIfAny: check if there are any time series or gap sets in the environment | checkIfAnyGapOrTs |
checkIfAny: check if there are any time series and gap sets in the environment | checkIfAnyGapTs |
checkIfAny: check if there is some recurrence matrix in the environment | checkIfAnyRm |
checkIfAnyRmTs: check if there is some recurrence matrix and some time series in the environment | checkIfAnyRmTs |
checkIfAnyTs: check if there is some time series in the environment | checkIfAnyTs |
cleanEnvir: removes a list of variables from KTSEnv | cleanEnvir |
compareVecVec: compare the elements of two vectors | compareVecVec |
composeKTS: perform operations on time series | composeKTS |
createChb: creates a check box on the main screen | createChb |
createChbChb: two column check box | createChbChb |
createChbEntry: creates a check box with associated text entries | createChbEntry |
createCrossRM: creates a cross recurrence matrix | createCrossRM |
createCrossRMPlot: creates a cross recurrence plot | createCrossRMPlot |
createDistMatrix: creates distance matrix | createDistMatrix |
createEachRb: creates a radiobutton on the main screen | createEachRb |
createChb: creates a text entry on the main screen | createEntry |
createFAN: creates a fixed amount of neighbors (FAN) matrix. | createFAN |
createFANplot: creates a plot from a fixed amount of neighbors (FAN) recurrence matrix | createFANplot |
createGapChb: creates a check box of gap sets | createGapChb |
createGapRb: creates a radio button of gap sets | createGapRb |
createJointRM: creates a joint recurrence matrix | createJointRM |
createJointRMPlot: creates a cross recurrence plot | createJointRMPlot |
createNote: creates a note on the input panel | createNote |
createOK: creates the OK or NEXT button on the input panel | createOK |
createRandGaps: create random gaps in a time series | createRandGaps |
createRandName: creates a random name | createRandName |
createRb: creates a radio button | createRb |
createRmChb: creates a check box of recurrence matrices | createRmChb |
createRmRb: creates a radiobutton of recurrence matrices | createRmRb |
createSimpleRM: creates a recurrence matrix | createSimpleRM |
createSimpleRMPlot: creates a recurrence plot | createSimpleRMPlot |
createSpecGaps: creates a specific gap in a time series | createSpecGaps |
createSubPanR4C1: creates the input panel on the main screen | createSubPanR4C1 |
createTitle: creates a title in the input panel | createTitle |
createTITLE: create a title on the input panel | createTITLE |
createTsChb: creates a check box of time series | createTsChb |
createTsRb: creates a radiobutton of time series | createTsRb |
cumuKTS: creates a cumulated time series | cumuKTS |
A function to destroy KarsTS main screen | destroyMainScreen |
destroyWelcome: destroys KarsTS welcome screen | destroyWelcome |
determinismKTS: estimate determinism | determinismKTS |
diffKTS: calculate differences of a time series | diffKTS |
E1dAndE2d: invariants E1(d) and E2(d) | E1dAndE2d |
embedData: embeds a time series | embedData |
endingLines: add three lines of asterisks on the output panel | endingLines |
exportall: exports all types of data sets | exportall |
fillWithTwins: fills missing values using twin points | fillWithTwins |
findDateFormat: finds the format of a set of dates | findDateFormat |
findTwins: finds twin points in a recurrence matrix | findTwins |
fnn: plots embedding dimendion vs false nearest neighbors | fnnKTS |
functToExport: functions to export | functToExport KTSEnv makeGlobal |
A function to fill values by means of a generalized additive model | gamKTS |
gapCheckedTF: identifies checked gap sets | gapCheckedTF |
gapDetect: identifies the gap sets currently loaded | gapDetect |
gapForSelMethod: gap set to fill | gapForSelMethod |
A function to generate a gap set example | genGapExample |
A function to generate a recurrence matrix example | genRmExample |
A function to generate an example time series | genTSExample |
getClassEnvir: get objects of a class from an environment | getClassEnvir |
getCoordsKTS: get coordinates from a plot | getCoordsKTS |
getCRP: gets the correlation probability of recurrence | getCRP |
getDelayCharTimes: transforms dates from character to numeric. | getDelayCharTimes |
getFANRM2: creates a fixed amount of neighbours (FAN) matrix via console. | getFANRM2 |
getGapsAfterFill: get the remaining gaps | getGapsAfterFill |
getMaxNegSlope: get the maximum negative slope | getMaxNegSlope |
getMaxPosSlope: get the maximum negative slope | getMaxPosSlope |
getNAsGaps: get the gaps in a time series | getNAsGaps |
A function to create random gaps | getNewGapsInd |
getOtherErrEstim: get some error estimates from a linear fit | getOtherErrEstim |
getProTaos:calculate the probability of recurrence | getProTaos |
A function to get recurrent points in a time series | getRecurrencePoints |
getRollStatistics: get rolling statistics It is used internally | getRollStatistics |
getSamPerTable: get sampling periods table | getSamPerTable |
getSamPerTable.1Freq: get sampling periods table (time series with one frequency) | getSamPerTable.1Freq |
getScreenSize: gets the computer screen size | getScreenSize |
getStatistics: calculates the statistics of a time series | getStatistics |
getUniqueSampPer: get unique sampling periods | getUniqueSampPer |
goodnessFilling: estimate the goodness of the filling | goodnessFilling |
groupDates: groups dates | groupDates |
groupIndices: group indices | groupIndices |
histKTS: plots histogram | histKTS |
invariantsKTS: invariant plots | invariantsKTS |
isTimeAlright: checks whether a set of dates fits KarsTS format | isTimeAlright |
KarsTS: launches KarsTS | KarsTS |
laminarityKTS: estimate laminarity | laminarityKTS |
linCorrKTS: linear correlation plot | linCorrKTS |
linearityKTS: linearity tests | linearityKTS |
loadAllTypes: load all types of data sets | loadAllTypes |
loadKarsTSFonts: load KarsTS fonts | loadKarsTSFonts |
loess: loess smoothing | loessKTS |
mainScreen: launches the main screen | mainScreen |
meanValue: mean value filling | meanValue |
mergeTsOrGap: merges time series or gap sets | mergeTsOrGap |
missForestKTS: filling missing values with random forest algorithm | missForestKTS |
modeKTS: computes the mode | modeKTS |
mutInf: mutual information | mutInf |
mutualKTS: plots the mutual information | mutualKTS |
myApplyVector: apply type function | myApplyVector |
myLinModel: performs a linear fit | myLinModel |
myScale: scaling function | myScale |
naApproxKTS: filling by linear interpolation | naApproxKTS |
NAs4Resamp: upsamples a time series. | NAs4Resamp |
naSplinesKTS: filling by spline interpolation | naSplinesKTS |
normalityKTS: normality tests | normalityKTS |
packagesToImport: packages to import to KarsTS | packagesToImport |
pcaKTS: principal component analysis | pcaKTS |
plotTimeSeries: plot time series | plotTimeSeries |
readMultEntryvalues: verifies multiple entry values | readMultEntryvalues |
refreshDataSetsList: refreshes KarsTS data set list | refreshDataSetsList |
removeAllTypes: removes data sets | removeAllTypes |
removeIfExists: remove if exists | removeIfExists |
removePoints: graphically remove points from a time series | removePoints |
renameAllTypes: rename all types of data sets | renameAllTypes |
rmCheckedTF: identifies checked recurrence matrices | rmCheckedTF |
rmDetect: identifies the recurrence matrices currently loaded | rmDetect |
rmSlopeOutliers: slope filter | rmSlopeOutliers |
rollStatisticsKTS: rolling statistics | rollStatisticsKTS |
roundKTS: rounding | roundKTS |
Recurrence of probability | RPKTS |
saveAllTypes: saves all types of data sets. | saveAllTypes |
saveReport: saves report | saveReport |
scaleKTS: scale time series | scaleKTS |
A function for plotting time series in the phase space | scattTimeSeries |
selectionGaps: select gaps in a time series | selectionGaps |
selectionTS | selectionTS |
separateEntry: separates and checks comma-separated entry values | separateEntry |
setCorrectDate: verifies date entry and returns proper output | setCorrectDate |
setwdKTS: set working directory | setwdKTS |
showHelp: shows KarsTS help | showHelp |
slopeOutliersBut: remove slope outliers | slopeOutliersBut |
stationarityKTS: stationarity tests | stationarityKTS |
statisticsKTS: calculates the statistics of one or more time series | statisticsKTS |
stinemannKTS: filling by Stinemann's interpolation | stinemannKTS |
stlplusKTS: loess seasonal decomposition | stlplusKTS |
theilerKTS: apply Theiler's window via interface | theilerKTS |
tsCheckedTF: identifies checked time series | tsCheckedTF |
tsDetect: identifies the time series currently loaded | tsDetect |
verifyCharEntry: verify character entries | verifyCharEntry |
verifyDateEntry: verify date entries | verifyDateEntry |
verifyIntEntry: verify integer entries | verifyIntEntry |
verifyRealEntry: verify character entries | verifyRealEntry |
welcomeScreen: launches the welcome screen | welcomeScreen |
windRoseKTS: wind rose | windRoseKTS |
writeMethodSummary: writes a summary of the filling method | writeMethodSummary |
writeMethodTitle: writes a title on KarsTS output window | writeMethodTitle |