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    Monya Baker said:

    Also, here are more online tools to help plan experiments.
    We profiled the Experimental Design Assistant previously. http://www.nature.com/news/web-tool-aims-to-reduce-flaws-in-animal-studies-1.19459

    Here are some other tools.
    The g-power program: http://www.gpower.hhu.de/en.html

    The JASP program for Bayesian analysis. https://jasp-stats.org

    A program to estimate effects subject to publication bias. https://rvanaert.shinyapps.io/p-uniform/

    Hat tip to Jelte Wicherts