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In a study, researchers randomly assigned 500 people to the “treatment group” and the other 500 to the “control (or placebo) group”. A statistically significant difference was reported between the res...

In a study, researchers randomly assigned 500 people to the “treatment group” and the other 500 to the “control (or placebo) group”. A statistically significant difference was reported between the responses of the two groups with p-value < 0.005. What is the best conclusion?

  • A. There is little evidence that the treatment has any effect.

  • B. Here is strong evidence that the treatment is effective.

  • C. Using a 5% significance level, we can conclude that the treatment was not effective, but there is a 5% chance this conclusion is wrong.

  • D. There is a 99.5% chance that the null hypothesis is correct.

  • E. There is only a 0.5% chance that the observed differences are real, and so only a 0.5% chance that the treatment was effective.

  • F. The observed differences in means could be due to chance.

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Answer #1
  • B. Here is strong evidence that the treatment is effective

Because, p level is < 0.005

We can say null is rjected

Hence, strong evidence that the treatment is effective

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