Suppose a local university researcher wants to build a linear model that predicts the freshman year GPA of incoming students based on high school SAT scores. The researcher randomly selects a sample...


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Suppose a local university researcher wants to build a linear model that predicts the freshman year GPA of incoming<br>students based on high school SAT scores. The researcher randomly selects a sample of 40 sophomore students at the<br>university and gathers their freshman year GPA data and the high school SAT score reported on each of their college<br>applications. He produces a scatterplot with SAT scores on the horizontal axis and GPA on the vertical axis. The data has<br>a linear correlation coefficient of 0.501301. Additional sample statistics are summarized in the table below.<br>Variable<br>Sample<br>Sample standard<br>Variable<br>description<br>mean<br>deviation<br>high school SAT score<br>x = 1489.712407<br>= 103.172601<br>y<br>freshman year GPA<br>y = 3.283911<br>Sy = 0.453608<br>r = 0.501301<br>slope = 0.002204<br>Determine the y-intercept, a, of the least-squares regression line for this data. Give your answer precise to at least four<br>decimal places.<br>а %—<br>

Extracted text: Suppose a local university researcher wants to build a linear model that predicts the freshman year GPA of incoming students based on high school SAT scores. The researcher randomly selects a sample of 40 sophomore students at the university and gathers their freshman year GPA data and the high school SAT score reported on each of their college applications. He produces a scatterplot with SAT scores on the horizontal axis and GPA on the vertical axis. The data has a linear correlation coefficient of 0.501301. Additional sample statistics are summarized in the table below. Variable Sample Sample standard Variable description mean deviation high school SAT score x = 1489.712407 = 103.172601 y freshman year GPA y = 3.283911 Sy = 0.453608 r = 0.501301 slope = 0.002204 Determine the y-intercept, a, of the least-squares regression line for this data. Give your answer precise to at least four decimal places. а %—

Jun 09, 2022
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