To cite the climatestatsr package in publications, please use: Islam S (2026). _climatestatsr: Statistical Tools for Climate Change Analysis_. R package version 0.1.0. A BibTeX entry for LaTeX users is @Manual{, title = {{climatestatsr}: Statistical Tools for Climate Change Analysis}, author = {Sadikul Islam}, year = {2026}, note = {R package version 0.1.0}, } Mann H (1945). “Nonparametric tests against trend.” _Econometrica_, *13*(3), 245-259. doi:10.2307/1907187 . A BibTeX entry for LaTeX users is @Article{, title = {Nonparametric tests against trend}, author = {Henry B. Mann}, journal = {Econometrica}, year = {1945}, volume = {13}, number = {3}, pages = {245--259}, doi = {10.2307/1907187}, } Sen P (1968). “Estimates of the regression coefficient based on Kendall's tau.” _Journal of the American Statistical Association_, *63*(324), 1379-1389. doi:10.2307/2285891 . A BibTeX entry for LaTeX users is @Article{, title = {Estimates of the regression coefficient based on {Kendall}'s tau}, author = {Pranab K. Sen}, journal = {Journal of the American Statistical Association}, year = {1968}, volume = {63}, number = {324}, pages = {1379--1389}, doi = {10.2307/2285891}, } Pettitt A (1979). “A nonparametric approach to the change-point problem.” _Applied Statistics_, *28*(2), 126-135. doi:10.2307/2346729 . A BibTeX entry for LaTeX users is @Article{, title = {A nonparametric approach to the change-point problem}, author = {Anthony N. Pettitt}, journal = {Applied Statistics}, year = {1979}, volume = {28}, number = {2}, pages = {126--135}, doi = {10.2307/2346729}, } Alexandersson H (1986). “A homogeneity test applied to precipitation data.” _International Journal of Climatology_, *6*(6), 661-675. doi:10.1002/joc.3370060607 . A BibTeX entry for LaTeX users is @Article{, title = {A homogeneity test applied to precipitation data}, author = {Hans Alexandersson}, journal = {International Journal of Climatology}, year = {1986}, volume = {6}, number = {6}, pages = {661--675}, doi = {10.1002/joc.3370060607}, } Yue S, Wang C (2002). “Applicability of prewhitening to eliminate the influence of serial correlation on the Mann-Kendall test.” _Water Resources Research_, *38*(6), 4-1-4-7. doi:10.1029/2001WR000861 . A BibTeX entry for LaTeX users is @Article{, title = {Applicability of prewhitening to eliminate the influence of serial correlation on the {Mann-Kendall} test}, author = {Sheng Yue and Chun Y. Wang}, journal = {Water Resources Research}, year = {2002}, volume = {38}, number = {6}, pages = {4-1--4-7}, doi = {10.1029/2001WR000861}, } Moran P (1950). “Notes on continuous stochastic phenomena.” _Biometrika_, *37*(1), 17-23. doi:10.2307/2332142 . A BibTeX entry for LaTeX users is @Article{, title = {Notes on continuous stochastic phenomena}, author = {Patrick A. P. Moran}, journal = {Biometrika}, year = {1950}, volume = {37}, number = {1}, pages = {17--23}, doi = {10.2307/2332142}, } Getis A, Ord J (1992). “The analysis of spatial association by use of distance statistics.” _Geographical Analysis_, *24*(3), 189-206. doi:10.1111/j.1538-4632.1992.tb00261.x . A BibTeX entry for LaTeX users is @Article{, title = {The analysis of spatial association by use of distance statistics}, author = {Arthur Getis and J. Keith Ord}, journal = {Geographical Analysis}, year = {1992}, volume = {24}, number = {3}, pages = {189--206}, doi = {10.1111/j.1538-4632.1992.tb00261.x}, } Coles S (2001). _An Introduction to Statistical Modeling of Extreme Values_. Springer-Verlag, London. doi:10.1007/978-1-4471-3675-0 . A BibTeX entry for LaTeX users is @Book{, title = {An Introduction to Statistical Modeling of Extreme Values}, author = {Stuart Coles}, year = {2001}, publisher = {Springer-Verlag}, address = {London}, doi = {10.1007/978-1-4471-3675-0}, } Davison A, Smith R (1990). “Models for exceedances over high thresholds.” _Journal of the Royal Statistical Society: Series B_, *52*(3), 393-442. doi:10.1111/j.2517-6161.1990.tb01796.x . A BibTeX entry for LaTeX users is @Article{, title = {Models for exceedances over high thresholds}, author = {Anthony C. Davison and Richard L. Smith}, journal = {Journal of the Royal Statistical Society: Series B}, year = {1990}, volume = {52}, number = {3}, pages = {393--442}, doi = {10.1111/j.2517-6161.1990.tb01796.x}, } Hill B (1975). “A simple general approach to inference about the tail of a distribution.” _Annals of Statistics_, *3*(5), 1163-1174. doi:10.1214/aos/1176343247 . A BibTeX entry for LaTeX users is @Article{, title = {A simple general approach to inference about the tail of a distribution}, author = {Bruce M. Hill}, journal = {Annals of Statistics}, year = {1975}, volume = {3}, number = {5}, pages = {1163--1174}, doi = {10.1214/aos/1176343247}, } McKee T, Doesken N, Kleist J (1993). “The relationship of drought frequency and duration to time scales.” In _Proceedings of the 8th Conference on Applied Climatology_, 179-184. A BibTeX entry for LaTeX users is @InProceedings{, title = {The relationship of drought frequency and duration to time scales}, author = {Thomas B. McKee and Nolan J. Doesken and John Kleist}, booktitle = {Proceedings of the 8th Conference on Applied Climatology}, year = {1993}, pages = {179--184}, publisher = {American Meteorological Society}, address = {Anaheim, California}, } Vicente-Serrano S, Begueria S, Lopez-Moreno J (2010). “A Multiscalar Drought Index Sensitive to Global Warming: The Standardized Precipitation Evapotranspiration Index.” _Journal of Climate_, *23*(7), 1696-1718. doi:10.1175/2009JCLI2909.1 . A BibTeX entry for LaTeX users is @Article{, title = {A Multiscalar Drought Index Sensitive to Global Warming: The Standardized Precipitation Evapotranspiration Index}, author = {Sergio M. Vicente-Serrano and Santiago Begueria and Juan I. Lopez-Moreno}, journal = {Journal of Climate}, year = {2010}, volume = {23}, number = {7}, pages = {1696--1718}, doi = {10.1175/2009JCLI2909.1}, } Benjamini Y, Hochberg Y (1995). “Controlling the false discovery rate: a practical and powerful approach to multiple testing.” _Journal of the Royal Statistical Society: Series B_, *57*(1), 289-300. doi:10.1111/j.2517-6161.1995.tb02031.x . A BibTeX entry for LaTeX users is @Article{, title = {Controlling the false discovery rate: a practical and powerful approach to multiple testing}, author = {Yoav Benjamini and Yosef Hochberg}, journal = {Journal of the Royal Statistical Society: Series B}, year = {1995}, volume = {57}, number = {1}, pages = {289--300}, doi = {10.1111/j.2517-6161.1995.tb02031.x}, } Allen M, Tett S (1999). “Checking for model consistency in optimal fingerprinting.” _Climate Dynamics_, *15*(6), 419-434. doi:10.1007/s003820050291 . A BibTeX entry for LaTeX users is @Article{, title = {Checking for model consistency in optimal fingerprinting}, author = {Myles R. Allen and Simon F. B. Tett}, journal = {Climate Dynamics}, year = {1999}, volume = {15}, number = {6}, pages = {419--434}, doi = {10.1007/s003820050291}, } Thornthwaite C (1948). “An approach toward a rational classification of climate.” _Geographical Review_, *38*(1), 55-94. doi:10.2307/210739 . A BibTeX entry for LaTeX users is @Article{, title = {An approach toward a rational classification of climate}, author = {Charles W. Thornthwaite}, journal = {Geographical Review}, year = {1948}, volume = {38}, number = {1}, pages = {55--94}, doi = {10.2307/210739}, } Steadman R (1979). “The assessment of sultriness. Part I: A temperature-humidity index based on human physiology and clothing science.” _Journal of Applied Meteorology_, *18*(7), 861-873. doi:10.1175/1520-0450(1979)018<0861:TAOSPI>2.0.CO;2 . A BibTeX entry for LaTeX users is @Article{, title = {The assessment of sultriness. Part I: A temperature-humidity index based on human physiology and clothing science}, author = {Robert G. Steadman}, journal = {Journal of Applied Meteorology}, year = {1979}, volume = {18}, number = {7}, pages = {861--873}, doi = {10.1175/1520-0450(1979)018<0861:TAOSPI>2.0.CO;2}, } von Storch H, Zwiers F (1999). _Statistical Analysis in Climate Research_. Cambridge University Press, Cambridge. doi:10.1017/CBO9780511612336 . A BibTeX entry for LaTeX users is @Book{, title = {Statistical Analysis in Climate Research}, author = {Hans {von Storch} and Francis W. Zwiers}, year = {1999}, publisher = {Cambridge University Press}, address = {Cambridge}, doi = {10.1017/CBO9780511612336}, } Hegerl G, Zwiers F (2011). “Use of models in detection and attribution of climate change.” _Wiley Interdisciplinary Reviews: Climate Change_, *2*(4), 570-591. doi:10.1002/wcc.121 . A BibTeX entry for LaTeX users is @Article{, title = {Use of models in detection and attribution of climate change}, author = {Gabriele C. Hegerl and Francis Zwiers}, journal = {Wiley Interdisciplinary Reviews: Climate Change}, year = {2011}, volume = {2}, number = {4}, pages = {570--591}, doi = {10.1002/wcc.121}, } The following key references underpin the methods implemented in this package: