Power of a statistical test and decision errors

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Reference no: EM13824146

1. What is the relationship between the power of a statistical test and decision errors?

  • Powerful tests minimize the risk of decision errors.
  • Powerful tests are more inclined to type II than type I errors.
  • Powerful tests compensate for decision errors with stronger effect sizes.
  • Powerful tests minimize type II errors.

2. If workers' productivity is analyzed in terms of whether or not they took a training course and which shift they work, how many Fs will be calculated?

  • 2
  • 3
  • 4
  • 5

3. Which is the symbol used for the test statistic in ANOVA?

  • M
  • z
  • t
  • F

4. The one-sample t-test differs from the z-test in which way?

  • There are no parameter values involved in a t-test.
  • The t-test is more sensitive to minor differences between sample and population.
  • With the t-test one can be confident of the normality of the data.
  • The t-test requires no parameter standard error of the mean.

5. If experience (yes/no) and department are independent variables in an analysis of productivity, where would variance related to experience have emerged beforehand?

  • It wouldn't have been present.
  • It would have emerged as an interactive effect.
  • It would have been error variance.
  • It would have been part of the SSbet..

6. How do statistical tests like the one sample t adjust for the absence of parameter values?

  • The values are estimated from sample data.
  • The values are assumed to have a constant value.
  • The test is reconstructed so that the values aren't needed.
  • The test is reformulated so that data are always normal.

7. What happens when independent variables interact?

  • Their independent effects become the point of focus.
  • They have a combined effect.
  • Their effects become unpredictable.
  • Their effects cannot be analyzed by an ANOVA model.

Reference no: EM13824146

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