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Please answer these questions based off the data attached below. This data is from a test where I played a videogame 20 times to see

Please answer these questions based off the data attached below. This data is from a test where I played a videogame 20 times to see which variable had the greatest influence on my gaming skills. I need to get other's opinion on what they think about project,

Reflecting on this data...

1.Discuss some limitations of the linear regression model.

y=1.0576+0.5418(Wins)?0.013(Level of difficult)?0.0352(Accolades)

2.In your opinion, what would you do differently if you had the chance to start this videogame skill project over? Be specific (ex. different variable, different topic idea)

3.Given more resources (i.e. time, money, research assistants), in your opinion how might you approach this project differently?

4.Are there any possible ways to make this data more accurate?

5.Are there any possible way's to apply this data to a larger population? Given this data, what additional questions do you have about the topic that would warrant further study? Why would you like to study these questions?

image text in transcribedimage text in transcribed
SUMMARY OUTPUT Regression Statistics Multiple R 0.69084873 R Square 0.47727196 Adjusted R Square 0.37926046 Standard Error 0.58708926 Observations 20 ANOVA df SS MS F Significance F Regression 3 5.035219209 1.678406 4.8695503 0.013601638 Residual 16 5.514780791 0.344674 Total 19 10.55 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0% Intercept 1.05758605 0.517381409 2.044113 0.0577631 -0.039213541 2.1543856 -0.039213541 2.154385642 Wins 0.54177486 0.15288837 3.543598 0.0027028 0.217665993 0.8658837 0.217665993 0.865883724 Level of difficult 0.0129685 0.169409643 -0.07655 0.9399297 -0.3721009 0.3461639 -0.3721009 0.346163902 Acolades -0.0351936 0.061144962 -0.57558 0.572908 -0.16481516 0.0944279 -0.16481516 0.094427899Date How long I played Wins Level of difficulty Acolades 3-24-21 2 hours 3-24-21 1 hour 3-24-21 3 hours 3-24-21 2 hours 3-25-21 1 hour 3-25-21 1 hour 3-25-21 1 hour 3-25-21 2 hours 3-26-21 1 hour 3-26-21 2 hours 3-26-21 2 hours 3-26-21 3 hours 3-27-21 3 hours 3-27-21 2 hours 3-27-21 2 hours 3-27-21 2 hours 3-28-21 1 hour 3-28-21 1 hour 3-28-21 2 hours 3-28-21 3 hours

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