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    Monya Baker said:

    Also, here are more online tools to help plan experiments.
    We profiled the Experimental Design Assistant previously.

    Here are some other tools.
    The g-power program:

    The JASP program for Bayesian analysis.

    A program to estimate effects subject to publication bias.

    Hat tip to Jelte Wicherts