| Software | ||||
| My software is written in Fortran and uses gnuplot for "interactive visualization." Given are links to the reference paper (I appreciate your citations) and the code with installation hints. | ||||
| 2SAMPLES | ||||
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2SAMPLES estimates differences in location (mean, median) and scale (standard deviation, MAD) between two samples and gives bootstrap confidence intervals. [Text (PDF)] [Code] |
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| BREAKFIT | ||||
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BREAKFIT fits a break function (trend-change model) to time series and determines standard errors by means of block bootstrap resampling. [Text (PDF)] [Code] |
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| CLIM-X-DETECT | ||||
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CLIM-X-DETECT robustly detects extremes against a time-dependent background in climate and weather time series. [Text (PDF)] [Code] |
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| Exceedance Product | ||||
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A collection of programs to calculate the exceedance product with bootstrap confidence levels. Program written by Karsten Kürbis (University of Leipzig, Germany). (Kürbis et al. 2009 Theoretical and Applied Climatology 98:187) [Code] |
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| PearsonT | ||||
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PearsonT calculates Pearson's correlation coefficient between two climate time series. This program gives bootstrap confidence intervals that are valid also in the presence of autocorrelation. |
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| RAMPFIT | ||||
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RAMPFIT quantifies a climate transition using a nonlinear regression and a search for a global optimum. The bootstrap error bars for the transition parameters take autocorrelation into account. [Text (PDF)] [Code] |
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| REDFIT | ||||
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REDFIT estimates the spectrum using the Lomb-Scargle periodogram. It uses Monte Carlo simulations for bias correction. REDFIT performs a test of the AR(1) red-noise alternative by employing a routine from TAUEST (see below). This method can be directly used for unevenly spaced climate and weather time series. Program written by Michael Schulz (University of Bremen, Germany). [Text (PDF)] [Code] |
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| TAUEST | ||||
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TAUEST fits an AR(1) model to unevenly spaced climate time series with bootstrap confidence interval. [Text (PDF)] [Code] |
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| Manfred Mudelsee Climate Risk Analysis |
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