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7 of 8 - 16 E . . . Part 2 (b) Use the fitted model to predict the GPA of a person with a
7 of 8 - 16 E . . . Part 2 (b) Use the fitted model to predict the GPA of a person with a score on the Verbal SAT exam of 630 . Round your answer to two decimal places. GPA =7 of 8 > - / 6 WIN - . . . Verbal SAT as a Predictor of GPA A scatterplot with regression line is shown below for a regression model using Verbal SAT score, VerbalSAT, to predict grade point average in college, GPA, using the data in StudentSurvey. We also show computer output of the regression analysis below. The regression equation is GPA = 2.03 + 0.00189 VerbalSAT. r Coef SE Coef T P t 2.0336 0.1621 12.54 0.000 AT 0.0018929 0.0002709 6.99 0.000 R - Sq = 12.5% R - Sq (adj) = 12.2% 4.0 3.5 GPA 3.0 2.570f8 -/6 i: Part 1 (a) Use the scatterplot to determine: Are the conditions reasonably met for using a linear model with this data? 0 Yes O No 60f8 -/6 i: Part 2 What is the correlation and p-value between these variables? The correlation is The pvalue is L O"! M II I 80f8 L Ch "- II to. NBA Players: Correlation Matrix The dataset NBAPIayersZOlS contains information on many variables for players in the NBA (National Basketball Association) during the 201415 season. The dataset includes information for all players who averaged more than 24 minutes per game (n = 182) and 25 variables, includingAge, Points (number of points for the season per game), FTPct (free throw shooting percentage), Rebounds (number of rebounds for the season), and Steals (number of steals for the season). A correlation matrix for these five variables is shown. A correlation matrix allows us to see lots of correlations at once, between many pairs of variables. For any pair of variables (indicated by the row and the column), we are given two values: the correlation as the top number and the pvalue for a twotail test of the correlation right beneath it. Correlations: Age, Points, FTPct, Rebounds, Gaels Age Points FTPct Rel: \f7 of 8 - 16 = . . . WIN - Part 4 (d) What is the test statistic for a test of the slope? What is the p-value? The test statistic is HI The p-value is What is the conclusion of the test? C Ho .7 of 8 > - 16 WIN - . . . Verbal SAT as a Predictor of GPA A scatterplot with regression line is shown below for a regression model using Verbal SAT score, VerbalSAT, to predict grade point average in college, GPA, using the data in StudentSurvey. We also show computer output of the regression analysis below. The regression equation is GPA = 2.03 + 0.00189 VerbalSAT. r Coef SE Coef P t 2.0336 0.1621 12.54 0.000 AT 0.0018929 0.0002709 6.99 0.000 S = 0.373214 R - Sq = 12.5% R - Sq 4.0 .. 3.5 GPA 3.0 2.5\f60f8 ( > -/6 ;= Part 4 What is the correlation and pvalue between these variables? The correlation is The pvalue is 7 of 8 - 16 E . . . Verbal SAT as a Predictor of GPA A scatterplot with regression line is shown below for a regression model using Verbal SAT score, VerbalSAT, to predict grade point average in college, GPA, using the data in StudentSurvey. We also show computer output of the regression analysis below. The regression equation is GPA = 2.03 + 0.00189 VerbalSAT. Predictor Coef SE Coef T Constant 2.0336 0.1621 12.54 VerbalSAT 0.0018929 0.0002709 6.99 S = 0.373214 R - Sq = 12.5% R - Sq 4.0 . . .. 3.5 GPA 3.0 2.58of8 -/6 E 5 Part 3 (c) What is the estimated slope in this regression model? Round your answer to ve decimal places. b1: Interpret the slope in context. 0 80f8 -/6 ;= Part 4 (d) What is the test statistic for a test of the slope? What is the p-value? The test statistic is The pvalue is What is the conclusion of the test? Reject Do not reject 6 of 8 - 16 E . . . Cell Contents: Pearson correlation P-Value Click here for the dataset associated with this question. Part 1 (a) Select the two variables that are most strongly positively correlated. O Age O Points O FTPct Rebounds O Steals6of8 -/6 5 E ' Save for Later ' Attempts: unlimited Part 3 (b) Select the two variables that are most strongly negatively correlated. C3 A38 O Points 0 FTPct O Rebounds O Steals
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