climtrends: Statistical Methods for Climate Sciences

Absolute homogeneity tests SNHT absolute 1-breaks, 1-break, SD different from 1, 2-breaks, Buishand, Pettitt, von Neumann ratio and ratio-rank, Worsley, and Craddock, Relative homogeneity tests SNHT absolute 1-breaks, 1-break SD different from 1, 2-breaks, Peterson and Easterling, and Vincent, Differences in scale between two groups Siegel–Tukey, Create reference time series mean, weights/correlation, finding outliers Grubbs, ESD, MAD, Tietjen Moore, Hampel, etc.

AuthorJose Gama [aut, cre]
Date of publication2016-05-25 15:46:30
MaintainerJose Gama <rxprtgama@gmail.com>
LicenseGPL (>= 3)
Version1.0.6

View on R-Forge

Man pages

adjHomogenization: Homogenization adjustment within a certain window

allfilesIEObyPathPattern: Read multiple IEO files

allfileUSGS2timeseries: Read multiple USGS files

annual.precipitation.totals.Madison: Annual precipitation totals in inches Madison (Wisconsin)

BSXFUN: Apply a function to each element of 2 arrays with singleton...

Buishand.Critical.Values: Critical values for the Buishand test

Buishand.range.test: Buishand range absolute homogeneity test

climtrends-internal: Internal RAHRS functions

completeMissingValues.daily.mean: complete missing values on a time series of daily values...

craddock.test: Craddock test

CreateReferenceSeriesFromFiles.mean: Create a reference series (averaging)

create.reference.series.fromfiles.mean.correlations: Create a reference series (averaging weights/correlations)

cumulative.deviations: cumulative deviations test (parametric test for step jump in...

Cumulative.Deviations.Test.Critical.Values: Critical values for Worsley's likelihood ratio test

daily.climatology.from.daily.data: Daily climatology

distribution.free.CUSUM: Distribution Free CUSUM (non-parametric test for step jump in...

ESDstatistic: ESD statistic

fileUSGS2timeseries: Read a a USGS discharge file

FillDailyGapsWithSomeValue: fill missing days with some value

FillYearlyGapsWithSomeValue: fill missing days with some value

findCommonPeriod: Find the common period between several time series

findOutliers.ESD.test: Find outliers based on the ESD test

findOutliers.Grubbs.twosided: Find outliers based on the Grubbs test

findOutliers.hampel: Find outliers based on quantiles

findOutliers.MAD: Find outliers based on the absolute deviation around the...

findOutliers.quant: Find outliers based on quantiles

findOutliers.sd: Find outliers based on quantiles

findOutliers.Tietjen.Moore.test: Find outliers based on the Tietjen Moore test

findOutliers.trimmed.means: Find outliers based on trimmed means

findOutliers.zscore: Find outliers based on the z-score

FirstMonthOfSeason: Get the first/last month of a season

getInfoHomogenization: Useful info from an homogenization test

getNDP: Read data from a Numeric Data Package (NDP) file from GCMD

getshiftvalue: Get peak value and its sign

IsLeapYear: Determine if a year is a leap year

lastDayOfTheMonth: Get the last day of a month

levelSignifMarks: Use symbols to represent the level of significance

list.continuous.days: List the days with continuous data

listHomogStats: List with the years of a probable shift and other info

listHomogTZ: Useful info from an homogenization test

medianCrossing.test: Median Crossing (non-parametric test for randomness)

monthly.anomalies.from.daily.data: Monthly anomalies

monthly.climatology.from.daily.data: Monthly climatology

MonthlyFuncFromDay: Monthly values converted from daily values

MonthTrendYearsFuncFromDay: Monthly values converted from daily values

peaksP: Use symbols to represent the level of significance

Pettitt.Critical.Values: Critical values for the Pettitt test

Pettitt.test: Pettitt test

plotHomog: Plot the graphics for many homogenization methods

plotSeriesAndRefSimple: Plot a series and one or more reference series

plotSeriesDifference: Plot the difference between 2 series

rank.difference.test: Rank Difference test (non-parametric test for randomness)

rank.sum.test: Rank Sum test

Rank.Von.Neumann.Ratio.Test.Critical.Values: Critical values for the Rank Von-Neumann Ratio Test

readclimexp.knmi.nl: Read KNMI Climate Explorer files

readclimexp.knmi.nl.12month: Read monthly values KNMI Climate Explorer files

readCRDEC: Read GHCN-D files

readECAdata: Read data from a ECA data file

readEtmgegFile: Read USHCN files

readGHCNymd: Read GHCN-Daily files

readHERTTAdailyCSV: Read HERTTA files

readHERTTAdmyQdaily: Read HERTTA month+year+Q files

readMeteoSwiss: Read MeteoSwiss files

readndp040stationDat: Read data from a CDIAC data file

readPSMSLmonthly: Read PSMSL files

readUSHCN: Read USHCN files

ReadYearAnd12MonthsData: Read a TAB delimited data file with year and months in...

siegel.tukey: annual mean of the absolute day-to-day differences of DTR...

SNHTabsolute: standard normal homogeneity test (SNHT) absolute homogeneity...

SNHTabsolute2SDs: standard normal homogeneity test (SNHT) absolute homogeneity...

SNHTabsoluteDoubleShift: standard normal homogeneity test (SNHT) absolute homogeneity...

SNHTabsoluteII: standard normal homogeneity test (SNHT) absolute homogeneity...

SNHTabsoluteTrend: standard normal homogeneity test (SNHT) absolute homogeneity...

SNHT.Critical.Values: Critical values for the Pettitt test

SNHTrelative: standard normal homogeneity test (SNHT) relative homogeneity...

SNHTrelative2SDs: standard normal homogeneity test (SNHT) relative homogeneity...

SNHTrelativeDoubleShift: standard normal homogeneity test (SNHT) relative homogeneity...

SNHTrelativeII: standard normal homogeneity test (SNHT) relative homogeneity...

SNHTrelativeTrend: standard normal homogeneity test (SNHT) relative homogeneity...

SNHT.TwoDifferentSDs.Critical.Values: Critical values for the standard normal homogeneity test...

SNHT.TwoShifts.Critical.Values: Critical values for the standard normal homogeneity test...

sqplot: Number of elements for a plot to be nearly square

Tietjen.Moore: Tietjen Moore statistic

trimmed.mean: trimmed mean

turning.points.test: Turning Points (non-parametric test for randomness)

ValuesBetween2Dates: Get values between two dates

ValuesBetween2years: Get values between two years

vDTR: annual mean of the absolute day-to-day differences of DTR...

Von.Neumann.ratio: Pettitt test

Von.Neumann.ratio.rank: Von Neumann ratio rank test

Von.Neumann.Ratio.Test.Critical.Values: Critical values for the Von Neumann ratio test

wetDayCount: Get number of wet days

woOp: x without y

Worsley.Likelihood.Ratio: Worsley's Likelihood Ratio test

Worsley.Likelihood.Ratio.Test.Critical.Values: Critical values for Worsley's likelihood ratio test

YearFuncFromDay: Annual values converted from daily values

yearly.average.temperature.Turin.Milan: Yearly average temperature in Turin, Milan

Files in this package

climtrends/DESCRIPTION
climtrends/NAMESPACE
climtrends/R
climtrends/R/climtrends.R
climtrends/data
climtrends/data/Buishand.Critical.Values.rda
climtrends/data/Cumulative.Deviations.Test.Critical.Values.rda
climtrends/data/Pettitt.Critical.Values.rda
climtrends/data/Rank.Von.Neumann.Ratio.Test.Critical.Values.rda
climtrends/data/SNHT.Critical.Values.Alexandersson1997.rda
climtrends/data/SNHT.Critical.Values.rda
climtrends/data/SNHT.TwoDifferentSDs.Critical.Values.rda
climtrends/data/SNHT.TwoShifts.Critical.Values.rda
climtrends/data/Von.Neumann.Ratio.Test.Critical.Values.rda
climtrends/data/Worsley.Likelihood.Ratio.Test.Critical.Values.rda
climtrends/data/annual.precipitation.totals.Madison.rda
climtrends/data/yearly.average.temperature.Turin.Milan.rda
climtrends/demo
climtrends/demo/00Index
climtrends/demo/Hampel1.R
climtrends/demo/Hampel2.R
climtrends/demo/Hampel3.R
climtrends/demo/demoCraddockTest.R
climtrends/demo/demoCumulativeDeviations.R
climtrends/demo/demoWijngaard2003.R
climtrends/demo/demoWorsleyLR.R
climtrends/inst
climtrends/inst/extdata
climtrends/inst/extdata/RR_SOUID101991.txt
climtrends/inst/extdata/SD_SOUID101992.txt
climtrends/inst/extdata/c_As00_o.txt
climtrends/inst/extdata/c_Casl_3.txt
climtrends/inst/extdata/c_Casl_3_ref.txt
climtrends/inst/extdata/c_Hori2.txt
climtrends/inst/extdata/c_Kada2.txt
climtrends/inst/extdata/c_casl_O_3_REF.TXT
climtrends/inst/extdata/etmgeg_280.txt
climtrends/inst/extdata/xgdcnCA008201000.dat
climtrends/man
climtrends/man/BSXFUN.Rd climtrends/man/Buishand.Critical.Values.Rd climtrends/man/Buishand.range.test.Rd climtrends/man/CreateReferenceSeriesFromFiles.mean.Rd climtrends/man/Cumulative.Deviations.Test.Critical.Values.Rd climtrends/man/ESDstatistic.Rd climtrends/man/FillDailyGapsWithSomeValue.Rd climtrends/man/FillYearlyGapsWithSomeValue.Rd climtrends/man/FirstMonthOfSeason.Rd climtrends/man/IsLeapYear.Rd climtrends/man/MonthTrendYearsFuncFromDay.Rd climtrends/man/MonthlyFuncFromDay.Rd climtrends/man/Pettitt.Critical.Values.Rd climtrends/man/Pettitt.test.Rd climtrends/man/Rank.Von.Neumann.Ratio.Test.Critical.Values.Rd climtrends/man/ReadYearAnd12MonthsData.Rd climtrends/man/SNHT.Critical.Values.Rd climtrends/man/SNHT.TwoDifferentSDs.Critical.Values.Rd climtrends/man/SNHT.TwoShifts.Critical.Values.Rd climtrends/man/SNHTabsolute.Rd climtrends/man/SNHTabsolute2SDs.Rd climtrends/man/SNHTabsoluteDoubleShift.Rd climtrends/man/SNHTabsoluteII.Rd climtrends/man/SNHTabsoluteTrend.Rd climtrends/man/SNHTrelative.Rd climtrends/man/SNHTrelative2SDs.Rd climtrends/man/SNHTrelativeDoubleShift.Rd climtrends/man/SNHTrelativeII.Rd climtrends/man/SNHTrelativeTrend.Rd climtrends/man/Tietjen.Moore.Rd climtrends/man/ValuesBetween2Dates.Rd climtrends/man/ValuesBetween2years.Rd climtrends/man/Von.Neumann.Ratio.Test.Critical.Values.Rd climtrends/man/Von.Neumann.ratio.Rd climtrends/man/Von.Neumann.ratio.rank.Rd climtrends/man/Worsley.Likelihood.Ratio.Rd climtrends/man/Worsley.Likelihood.Ratio.Test.Critical.Values.Rd climtrends/man/YearFuncFromDay.Rd climtrends/man/adjHomogenization.Rd climtrends/man/allfileUSGS2timeseries.Rd climtrends/man/allfilesIEObyPathPattern.Rd climtrends/man/annual.precipitation.totals.Madison.Rd climtrends/man/climtrends-internal.Rd climtrends/man/completeMissingValues.daily.mean.Rd climtrends/man/craddock.test.Rd climtrends/man/create.reference.series.fromfiles.mean.correlations.Rd climtrends/man/cumulative.deviations.Rd climtrends/man/daily.climatology.from.daily.data.Rd climtrends/man/distribution.free.CUSUM.Rd climtrends/man/fileUSGS2timeseries.Rd climtrends/man/findCommonPeriod.Rd climtrends/man/findOutliers.ESD.test.Rd climtrends/man/findOutliers.Grubbs.twosided.Rd climtrends/man/findOutliers.MAD.Rd climtrends/man/findOutliers.Tietjen.Moore.test.Rd climtrends/man/findOutliers.hampel.Rd climtrends/man/findOutliers.quant.Rd climtrends/man/findOutliers.sd.Rd climtrends/man/findOutliers.trimmed.means.Rd climtrends/man/findOutliers.zscore.Rd climtrends/man/getInfoHomogenization.Rd climtrends/man/getNDP.Rd climtrends/man/getshiftvalue.Rd climtrends/man/lastDayOfTheMonth.Rd climtrends/man/levelSignifMarks.Rd climtrends/man/list.continuous.days.Rd climtrends/man/listHomogStats.Rd climtrends/man/listHomogTZ.Rd climtrends/man/medianCrossing.test.Rd climtrends/man/monthly.anomalies.from.daily.data.Rd climtrends/man/monthly.climatology.from.daily.data.Rd climtrends/man/peaksP.Rd climtrends/man/plotHomog.Rd climtrends/man/plotSeriesAndRefSimple.Rd climtrends/man/plotSeriesDifference.Rd climtrends/man/rank.difference.test.Rd climtrends/man/rank.sum.test.Rd climtrends/man/readCRDEC.Rd climtrends/man/readECAdata.Rd climtrends/man/readEtmgegFile.Rd climtrends/man/readGHCNymd.Rd climtrends/man/readHERTTAdailyCSV.Rd climtrends/man/readHERTTAdmyQdaily.Rd climtrends/man/readMeteoSwiss.Rd climtrends/man/readPSMSLmonthly.Rd climtrends/man/readUSHCN.Rd climtrends/man/readclimexp.knmi.nl.12month.Rd climtrends/man/readclimexp.knmi.nl.Rd climtrends/man/readndp040stationDat.Rd climtrends/man/siegel.tukey.Rd climtrends/man/sqplot.Rd climtrends/man/trimmed.mean.Rd climtrends/man/turning.points.test.Rd climtrends/man/vDTR.Rd climtrends/man/wetDayCount.Rd climtrends/man/woOp.Rd climtrends/man/yearly.average.temperature.Turin.Milan.Rd

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