MATLAB: An Introduction with Applications
6th Edition
ISBN: 9781119256830
Author: Amos Gilat
Publisher: John Wiley & Sons Inc
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- Which of the following relates to the rejection of the null hypothesis when it is actually true? 1. Type I error2. Type II error 3. Power 4. Statistical significancearrow_forwardExplain, in nontechnical terms, the concepts of statistical significance and Type I and Type II error. Type I Error: Rejecting the null hypothesis when it is in fact a correct hypothesis. Type II Error: Failing to reject the null hypothesis when it is in fact an incorrect hypothesis.arrow_forwardA study was done using a treatment group and a placebo group. The results are shown in the table. Assume that the two samples are independent simple random samples selected from normally distributed populations, and do not assume that the population standard deviations are equal. Complete parts (a) and (b) below. Use a 0.05 significance level for both parts. a. Test the claim that the two samples are from populations with the same mean. What are the null and alternative hypotheses? O A. Ho: M#H2 H₁: H₁ H₂ OC. Ho: H1arrow_forwardState why a non-significant outcome does not mean the null hypothesis is probably true?arrow_forward2. Can hypothesis testing ever prove a hypothesis true? How should we interpret an experiment where we fail to reject the null hypothesis?arrow_forwardWhat does it mean when sample results are statistically significant?arrow_forwardHelp me!!arrow_forwardIn Chapter 17 Data Set 5, you will find entries for two variables: age category (young, middle-aged, and old) and strength following weight training (weak, moderate, and strong). Are these two factors independent of one another? Strength Weak Moderate Strong Age Young 12 18 22 Middle 20 22 20 Old 9 10 5 What is the null hypothesis in words? (You will need to get this from lecture and/or the lecture notes. It is not covered in your text). What is the alternative hypothesis in words? (See note in a. above) What is your degrees of freedom for the test? How did you arrive at this answer? Based on c. above and using an alpha =.05, what is the critical value for the test? Use PSPP/SPSS to calculate the Chi Square value. Use the instructions on pages 304-305. Copy/paste the output table. (result in the pictures) What is the Chi Square value? What is the p-value? Based on f., do…arrow_forwardWhat does it mean when we reject the null hypothesis? What conclusion do we make, etc.? Explain in as much detail as you canarrow_forwardThe smaller the observed p-value, the more evidence you have against the null hypothesis. Select one: True Falsearrow_forward16arrow_forwardWhich of the following relates to the rejection of the null hypothesis when it is actually false? 1. Type I error 2. Type II error 3. Power 4. Statistical significancearrow_forwardarrow_back_iosSEE MORE QUESTIONSarrow_forward_ios
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