The National Park Service, as part of their educational outreach, writes materials forstudents to use while in the parks. In a study of the effectiveness of some of thesematerials, a random sample of students was selected to take a short quiz about oaktrees based on these materials. A random sample of professionals also took the quiz.Investigators compared classifications of the "crown shapes" - the general shapes ofthe leafy parts of the trees -- made by students in grades 6 - 12 with classificationsmade by professionals.The observed and expected counts are summarized in the table below along with thevalue of the chi-square statistic and the associated P-value.
a) State the null and alternative hypotheses for this test.
b) Discuss whether the conditions for a chi-square inference procedure are met forthese data.
c) What should the investigators conclude based on the results of the chi-square test?
d) It is possible that an error (Type I or Type II) could occur. Which error might theinvestigators make, based on your answer in part (c)?
Describe this error in thecontext of the question.
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