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In: Statistics and Probability

Please provide details how to solve it with excel.thank you! 1) Migraine and Acupuncture: A migraine...

Please provide details how to solve it with excel.thank you!

1) Migraine and Acupuncture: A migraine is a particularly painful type of headache, which patients sometimes wish to treat with acupuncture. To determine whether acupuncture relieves migraine pain, researchers conducted a randomized controlled study where 153 patients diagnosed with migraine headaches were randomly assigned to one of two groups: treatment or control. 68 patients in the treatment group received acupuncture that is specifically designed to treat migraines. 85 patients in the control group received placebo acupuncture (needle insertion at non-acupoint locations). 24 hours after patients received acupuncture, they were asked if they were pain free. Results are summarized in the contingency table below. Test to see if migraine pain relief is dependent on receiving acupuncture. Use αα = 0.01.

Pain Free: Yes Pain Free: No Total
Treatment 13 55 68
Control 4 81 85
Total 17 136 153

a) What is the correct null hypothesis?

  • H0H0: Migraine pain relief is independent on receiving acupuncture.
  • H0H0: Migraine pain relief is dependent on receiving acupuncture.
  • H0H0: p1=p2=p3=p4p1=p2=p3=p4
  • H0H0: p1≠p2≠p3≠p4p1≠p2≠p3≠p4

b) Fill in the expected values, round answers to at least 2 decimal places.

Expected Values Pain Free: Yes Pain Free: No
Treatment
Control


Answers show on last attempt Pain Free: Yes Pain Free: No
Treatment
Control


c) Find the test statistic, round answer to at least 3 decimal places.

d) What is the p-value? Round answer to at least 3 decimal places

e) What is the correct conclusion?

  • There is no statistical evidence that migraine pain relief is dependent on receiving acupuncture.
  • There is statistical evidence that migraine pain relief is dependent on receiving acupuncture

2)

The following data represent the level of happiness and level of health for a random sample of individuals from the General Social Survey. A researcher wants to determine whether health and happiness level are related. Test the researcher's claim at the αα = 0.05 level of significance.   

Health
Excellent Good Fair Poor
Happiness Very Happy 271 261 82 20
Pretty Happy 247 567 231 53
Not Too Happy 33 103 92 36

*Source: General Social Survey

  1. Determine the null and alternative hypotheses.
    • H0:H0:Health and happiness are independent.
      Ha:Ha: Health and happiness are dependent.
    • H0:H0: Health and happiness have the same distribution.
      Ha:Ha: Health and happiness follow a different distribution.
    Correct
  2. Determine the χ2 test statistic. Round to two decimal places.
    χ2 =
  3. Determine the pp-value. Round to four decimal places.
    p-value =
  4. Make a decision.
    • Fail to reject the null hypothesis.
    • Reject the null hypothesis.

  5. Make a conclusion.
    • There is sufficient evidence to support the claim that health and happiness are related.
    • There is not sufficient evidence to support the claim that health and happiness are related.

Solutions

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