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In: Statistics and Probability

Discuss why correlations does not necessarily means causality. After performing some research using JSU library and...

Discuss why correlations does not necessarily means causality. After performing some research using JSU library and other online resources, identify some pertinent variables that may be highly correlated, and then discuss using actual data citations and references about their causality or lack of it. Under what circumstances correlation leads to causality? Your response should be comprehensive using up-to-date information and scholarly references.

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Expert Solution

Answer:-

Under what circumstances correlation leads to causality:-

  • Relationship does not really implies casuality.
  • Since, it might so happen that two factors might be connected however it isn't essential that one variable causes the other.
  • For model: in different epidemiological investigations, it has been seen that ladies.
  • Who under go hormone substitution hypothesis CHRT process an underneath normal indence of Congenital coronary illness (CHD).
  • Which makes doetors recommend that HRT is defensive against CHD.
  • Connection can prompt casuality when we control or set an incentive for one of the associated variable
  • . at the point when the two factors demonstrated relationship .
  • For instance: In certain observational investigations , it has been discovered that ocupunactur is related with fix of malignant growth in the meantime.
  • It is additionally seen in a randomized and controlled test that occupunture is the reason for disease.

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