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  1. How to choose the null and alternative hypothesis?

    The alternative hypothesis is what you offer to the world to replace the null hypothesis. It is one thing to go do experiments to poke at holes in other's models, but that doesn't promote science nearly as well …

  2. Does rejecting null hypothesis mean accepting the alternative ...

    Jul 22, 2025 · What extreme means is guided by the alternative hypothesis. If the alternative hypothesis is that the biased coins favour heads, then seeing a lot of tails is not extreme. If you are using a …

  3. Why do we need alternative hypothesis? - Cross Validated

    Jan 13, 2019 · If your alternative hypothesis is a complement of null hypothesis, there's no point in using at all. Nobody uses alternative hypothesis in practice for this reasons outside textbooks.

  4. hypothesis testing - Does p-value ever depend on the alternative ...

    Feb 2, 2020 · 16 The alternative hypothesis affects the test through the evidentiary ordering The p-value of a classical hypothesis test depends on the alternative hypothesis only through the evidentiary …

  5. Accepting the alternative hypothesis when it is not the complement of ...

    Apr 25, 2024 · One classical example of this would be a simple null and simple alternative but the underlying parameter space also contains other values. Here, I would say that we cannot conclude …

  6. Null vs Alternative hypothesis in practice - Cross Validated

    Jun 7, 2023 · I have always perceived the proposal of the null v. alternative as a teachable example of how to think of a study or experiment rather than a necessity (once you have an understanding of …

  7. Why can't we accept the null hypothesis, but we can accept the ...

    Sep 1, 2022 · Why do we need alternative hypothesis? Is it possible to accept the alternative hypothesis? Also check out the questions about two one-sided tests (TOST) which is about …

  8. Should the alternative hypothesis always be the research hypothesis ...

    Apr 16, 2023 · The scientist's aim would be to gather evidence that supports the alternative hypothesis and rejects the null hypothesis. It's worth noting that the null hypothesis is often stated as the …

  9. r - Which "alternative" option should I choose for a Wilcoxon rank sum ...

    Apr 30, 2022 · alternative="greater") Wilcoxon signed rank exact test data: x and y V = 40, p-value = 0.01953 alternative hypothesis: true location shift is greater than 0 > Note that for a one tailed test, …

  10. "Accept null hypothesis" or "fail to reject the null hypothesis"?

    "fail to reject the null hypothesis" (or something similar) is the way I generally put it on the rare occasions when I formally test a hypothesis and don't reject the null.