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Simple Nonparametric Techniques for Exploring Changing Probability Distributions of Weather
2005
Journal of Climate
Anthropogenic influences are expected to cause the probability distribution of weather variables to change in non-trivial ways. This study presents simple non-parametric methods for exploring and comparing differences in pairs of probability distribution functions. The methods are based on quantiles and allow changes in all parts of the probability distribution to be investigated, including the extreme tails. Adjusted quantiles are used to investigate whether changes are simply due to shifts in
doi:10.1175/jcli3518.1
fatcat:4dwdspl2qbhxzeqfjrqmabifkq