What is the relationship between the number of minutes per day a woman spends talking on the phone and the woman's weight? The time on the phone and weight for 8 women are shown in the table below. Time 31 18 59 50 25 58 41 69 Pounds 128 123 174 147 112 149 129 190 a. Find the correlation coefficient: r=r= Round to 2 decimal places. b. The null and alternative hypotheses for correlation are: H0:H0: ? r ρ μ == 0 H1:H1: ? r ρ μ ≠≠ 0 The p-value is: (Round to four decimal places) d. r2r2 = (Round to two decimal places) f. The equation of the linear regression line is: ˆyy^ = + xx (Please show your answers to two decimal places) g. Use the model to predict the weight of a woman who spends 41 minutes on the phone. Weight = (Please round your answer to the nearest whole number.)
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.
What is the relationship between the number of minutes per day a woman spends talking on the phone and the woman's weight? The time on the phone and weight for 8 women are shown in the table below.
Time | 31 | 18 | 59 | 50 | 25 | 58 | 41 | 69 |
---|---|---|---|---|---|---|---|---|
Pounds | 128 | 123 | 174 | 147 | 112 | 149 | 129 | 190 |
a. Find the
b. The null and alternative hypotheses for correlation are:
H0:H0: ? r ρ μ == 0
H1:H1: ? r ρ μ ≠≠ 0
The p-value is: (Round to four decimal places)
d. r2r2 = (Round to two decimal places)
f. The equation of the linear regression line is:
ˆyy^ = + xx (Please show your answers to two decimal places)
g. Use the model to predict the weight of a woman who spends 41 minutes on the phone.
Weight = (Please round your answer to the nearest whole number.)
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