Rigorous statistical methods

  • What is statistical rigor?

    Statistical rigor is needed to make valid conclusions from data. "Statistics means never having to say you are certain." If a statistical conclusion ever seems certain, you probably are misunderstanding something.
    The whole point of statistics is to quantify uncertainty..

May 28, 2019Developing statistical methods that produce valid P values requires thoughtful modeling and careful validation, but careful statistical analysis 
May 28, 2019The Statistical Diversity Lab develops rigorous statistical methods and statistical software for the analysis of microbiome and biodiversity 

How do I conduct a statistical analysis?

Conduct your statistical analyses if you are unsure of what you are doing—seek feedback (e.g. via preregistration) from a statistical specialist first.
In many fields, a statistical analysis forms the heart of both the methods and results sections of a manuscript.

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What is statistical research?

Statistical research is the rigorous development of improved or new statistical methods grounded in probability and statistical theory.
We focus on methods in eight areas of statistical research and maintain expertise in each. - Comparisons of A State with Each Other State (Data Visuals) .


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