MOCK: an Algorithm for Learning Nonparametric Differential Equations via Multivariate Occupation ...

Victor William Rielly, Kamel Lahouel, Ethan Lew et al.

Action editor: Tongliang Liu

https://openreview.net/forum?id=fjVIp2Z9RS

#nonparametric #kernel #dimensional

Four decades of spatio-temporal trends in Miankaleh Wetland´s water body and vegetation as revealed by remote sensing time series Coastal wetlands offer essential ecosystem services, but are increasingly threatened by anthropogenic activities and climate change. These disrupt reg…

Don’t miss #rseec newly-published paper if you’re interested in #trend analysis of #timeseries earth observation data. It showcases one of the most thorough collections of #nonparametric trend methods applied for wetland assessment.
#EarthObservation #wetland
www.sciencedirect.com/science/arti...

#Stats Q: Is there a package that does Bayesian partial non-parametric (kendall tau) correlations?

#bayesian #monotonic #nonparametric #correlation #kendall

We'd like to benchmark our #rust DPMM sampler against some alternatives. What's the fastest you know of?
#nonparametric #bayes #MCMC

A Semi-Bayesian Nonparametric Estimator of the Maximum Mean Discrepancy Measure: Applications in ...

Forough Fazeli-Asl, Michael Minyi Zhang, Lizhen Lin

Action editor: Brian Kulis

https://openreview.net/forum?id=lUnlHS1FYT

#nonparametric #generative #likelihood

#statstab #214 Two-sample Mann–Whitney U Test

Thoughts: Less about the non-parametric test and more about this awesome site. It covers the test hypothesis , checking assumptions, AND full reporting, with plots and effects!

#r #tutorial #nonparametric

rcompanion.org/handbook/F_0...

#statstab #210 Effect Sizes for ANOVAs {effectsize}

Thoughts: ANOVAs are rarely what ppl want to report, but if it is then report an effect size! Just mind the % for the CIs 😉

#ANOVA #effectsize #APA #reporting #nonparametric #eta2 #ordinal

easystats.github.io/effectsize/a...

#statstab #89 Estimating Monotonic Effects with {brms}

Thoughts: Super simple syntax change to ensure your predictors are treated a monotonic instead of linear; just as mo()

#brms #nonlinear #monitonic #rstats #nonparametric #statistics

cran.r-project.org/web/packages...

How do you interpret the Cliff's delta & 95% Confidence Interval (2−tailed) graph? I've recently just completed a cliff's delta on a data set containing ordinal data (Strongly disagree to strongly agree), and have graphed the results. I'm just a little wary over how to exactly

#statstab #53 How to interpret Cliff's delta

Thoughts: Simply switching to a nonparametric test comes with big differences in inference, including effect size.

#NHST #nonparametric #cliffsdelta #effectsize

stats.stackexchange.com/questions/36...

More #ISOQOL #HRQL content for your conference motivation:

In Jan-2021 we published a special section on #nonparametric #IRT models. Read the excellent intro by Sijtsma & van der Ark here:

and the editor's comments:


#Psychometrics

Another study showing that Mokken Scale analysis is of limited value in the detection of dimensionality:


Two previously published classics of this genre:



#psychometrics #nonparametric #irt #geneticalgorithm