Introduction: As of November 14, 2021 the age breakdown of the COVID-19 cases in Marin County by age was as follows: Age Group (years) Age 0-4 Age - 5-11 Age - 12-18 Age -19-34 Age - 35-49 Age - 50-64 Age - 65-74 Age - 75-89 Age - 90+ Number of Total Cases Number Hospitalized Number of Deaths 546 3 1,139 0 1,212 1 0 4,132 28 0 3,808 68 52 2,806 118 9 969 86 31 723 102 82 272 35 69 https://coronavirus.marinhhs.org (https://coronavirus.marinhhs.org) The age distribution for the population in Marin County is as follows: Age Percent of the total Category in population years 0-11 years 13 12-18 7 19-34 16 35-49 16 50-64 23 65-74 14 75-89 10 1 90+ Using this information, answer the following questions. Create tables with the relevant data values as part of your submission. Back up your conclusions with an appropriate test. To receive full credit, include the Ho and Ha, test statistic, p-value, expected counts, reject or fail to reject and conclusion in plain English. 1. Does the age distribution of COVID-19 statistically differ from the age distribution of the county? (10 points). 2. Is being hospitalized for COVID associated with age? (10 points)