A random sample of non-industrialized countries was selected, and the life expectancy in years is listed for both men and women. Men, x 69.7 72.9 61.9 76.2 70.3 83.2 Women, y 73.8 77.8 64.5 78.3 64.0 73.5 a. Draw a scatter plot. How would you interpret the scatter plot? (3m) b. Compute the correlation coefficient. Explain your answer. (3m) c. At = 0.05, test the significance of the correlation coefficient. (5m) d. Is it significant to find a regression line equation? (1m) e. Compute the coefficient of determination and explain your answer. (2m) QUESTION 2 [10m] A survey reported that 39% of cardiologists said that they took vitamin E supplements. To see if this is still true, a researcher randomly selected 100 cardiologists and found that 36 said that they took vitamin E supplements. At = 0.1, test the claim reported by the survey is true. a. At = 0.1, test the claim reported by the survey is true. (5m) b. Construct a 90% confidence interval for the proportion of cardi
Correlation
Correlation defines a relationship between two independent variables. It tells the degree to which variables move in relation to each other. When two sets of data are related to each other, there is a correlation between them.
Linear Correlation
A correlation is used to determine the relationships between numerical and categorical variables. In other words, it is an indicator of how things are connected to one another. The correlation analysis is the study of how variables are related.
Regression Analysis
Regression analysis is a statistical method in which it estimates the relationship between a dependent variable and one or more independent variable. In simple terms dependent variable is called as outcome variable and independent variable is called as predictors. Regression analysis is one of the methods to find the trends in data. The independent variable used in Regression analysis is named Predictor variable. It offers data of an associated dependent variable regarding a particular outcome.
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