Questions 22-25 A linear regression model was fitted to esti…
Questions 22-25 A linear regression model was fitted to estimate the response variable Cirrhosis.Death.Rate using the percentage of the population who was urban, and wine and liquor consumption per capita. There are 46 data points in this model. Using the following R output from a fitted multiple linear regression model, answer the following multiple-choice questions. Call:lm(formula = Cirrhosis.Death.Rate ~ ., data = data)Residuals: Min 1Q Median 3Q Max -28.5939 -5.0002 0.7397 7.2051 18.1331 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) 3.8706 7.1618 0.540 0.591738 Percent_Population_Urban 0.4965 0.1414 3.512 0.001078 ** Wine_Consumption_per_capita 1.6008 0.3919 A 0.000194 ***Liquor_Consumption_per_capita 0.2286 0.1002 2.281 0.027702 * —Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1Residual standard error: 10.96 on C degrees of freedomMultiple R-squared: 0.796, Adjusted R-squared: B F-statistic: 54.62 on 3 and C DF, p-value: 1.503e-14