5. Below is output from a regression Coefficients Unstandardized Ccescients Coef

Question

5. Below is output from a regression Coefficients Unstandardized Ccescients Coeficients Lower Bound 6 027 243 4.027 073 192 Model 3 859 3 194 074 cconstand math score female social studies score reading score 2.325 389 3685.252 1.965 801 4607 051 424 .000 2010 1023 -101 054 050 335 062 073 a Dependent Variable: science score Which variable is the most important WITHOuT considering the differences in scales and why? (4 points) cores Which variable is the most important AFTER considering the differences in scales and why? (4 points) al P-Voluu Page 4 of s

Explanation / Answer

Here importance is calculated on beta coefficients and not on p-values. The hint is given in the question, the way the question has been asked. ( ie.questoin talks about differences in scale)

Female has highest beta coefficient in the list, hence notwithstanding scale of variables Female hs the most important ( see unstanadrized coefficients)

Math score is the most important, as it has the highest Beta coefficient amognst all variables

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