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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Statistics with Posterior Probability and a Phc Curve

Statistics with Posterior Probability and a Phc Curve

Toyoda, Hideki

Hardcover

General PsychologyGeneral SociologyProbability & Statistics

ISBN10: 9819730937
ISBN13: 9789819730933
Publisher: Springer
Published: Jun 15 2024
Pages: 404
Weight: 1.91
Height: 0.94 Width: 6.43 Depth: 9.35
Language: English

This textbook reconstructs the statistics curriculum from the perspective of posterior probability.

In recent years, there have been several reports that the results of studies using significant tests cannot be reproduced. It is a problem called a reproducibility crisis. For example, suppose we could reject the null hypothesis that the average number of days to recovery in patients who took a new drug was the same as that in the control group. However, rejecting the null hypothesis is only a necessary condition for the new drug to be effective. Even if the necessary conditions are met, it does not necessarily mean that the new drug is effective. In fact, there are many cases where the effect is not reproduced. Sufficient conditions should be presented, such as the average number of days until recovery in patients who take new drugs is sufficiently short compared to the control group, evaluated from a medical point of view, without paying attention to necessary conditions.

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