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The market value of water is central to allocational efficiency but there will always be instances where governments must make distributional decisions.
Note that because the distribution of the count of messages sent is skewed, we report medians and significance tests are done with a non-parametric test that does not make distributional assumptions.
As a practical demonstration we make distributional forecasts at different time horizons for solar photovoltaic modules, and show how our method can be used to estimate the probability that a given technology will outperform another technology at a given point in the future.
Since it does not make distributional assumptions about the response, inferences are quite robust to outliers in the response observations [ 23].
We used an exact binomial approach to meta-analysis, which does not make distributional assumptions or rely on the normal approximation.
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The Mann-Whitney U test avoids making distributional assumptions other than requiring group distributions of identical shape.
Bootstrapping is a general procedure for computing CIs without making distributional assumptions [62].
But breakdown of continuous covariates into subcategories often changes the nature of the covariates and makes distributional balance unattainable.
Given the relatively small bipolar disorder sample size and uneven distribution of some variables, we estimated the variance in the regression models with non-parametric bootstrap with replacement (1000 replications) to obtain empirical standard error estimates without making distributional assumptions.
A 95% interval calculated from bootstrapped datasets will have 95% coverage without making distributional assumptions.
Because the PCB exposure indicator has missing values it cannot be included without making distributional assumptions.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com