Statistical new approach

Mar 20, 2019The New Statistics approach, on the other hand, focuses the researcher's attention on uncertainty to help push back against these tendencies; we

Thus, the New Statistics approach emphasizes applying the same epistemic standards regardless of the result. Moreover, the New Statistics emphasizes synthesis, especially through meta-analysis, to help ensure that all evidence is weighed.

Is statistical analysis a one-size-fits-all process?

Statistical analysis can be valuable and effective, but it’s an imperfect approach.
Even if the analyst or researcher performs a thorough statistical analysis, there may still be known or unknown problems that can affect the results.
Therefore, statistical analysis is not a one-size-fits-all process.

What is a new approach to variable selection in regression?

We have presented a simple new approach to variable selection in regression.
Compared with existing methods, the main benefits of our approach are its computational efficiency, and its ability to provide credible sets summarizing uncertainty in which variables should be selected.

What is a new statistics approach?

[Crossref] [PubMed] [Web of Science ®] , [Google Scholar] The “New Statistics” emphasizes effect sizes, confidence intervals, meta-analysis, and the use of Open Science practices.
We present three specific ways in which a New Statistics approach can help ..

What is the summary statistic approach?

The summary statistic approach can be viewed as approximating inferences from the full data; see Lee et al. ( 2018) for discussion.
For SuSiE, we set L = 10 for all the data sets that were generated in the first simulation scenario, and L = 20 for the second scenario.

Categories