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From The Embassy of Good Science
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- P-value hacking + (It’s difficult to address the issue of P-v … It’s difficult to address the issue of P-value hacking, especially since there aren’t many incentives to replicate research. However, some steps can be taken in order to prevent it. Cross-validation, or out-of-sample testing is a statistical method used to create two sets of data. The first set of data is then used for statistical analysis, to develop new models or hypotheses, and the other, independent set is then used to verify them.'"`UNIQ--ref-00000275-QINU`"' A number of statistical analyses is also available to check for p-value hacking, such as Bonferonni correction, Scheffé's method and false discovery rate. A lot of journals will now ask for raw data to be published, or shift their way of work to registered report format. That is a publication process in which journals accept the publications based on theoretical justification and methodology only, without looking at results. '"`UNIQ--ref-00000276-QINU`"'</br>'"`UNIQ--references-00000277-QINU`"'NU`"' '"`UNIQ--references-00000277-QINU`"')