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When should researchers reject the null hypothesis?

Question

When should researchers reject the null hypothesis?
a) if the population mean and the sample

mean are not the same

b) if the test statistic is less than 5

c) if the values seem different to an expert

d) if the probability of obtaining the results by chance is lower than the nominal alpha level

 
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