Question
Perform a simple linear regression test using two of the variables. Use ana (or alpha) = .05. (insert SPSS output here) Variables Entered/Removed a Model
- Perform a simple linear regression test using two of the variables. Use ana (or "alpha") = .05.
(insert SPSS output here)
Variables Entered/Removeda | |||
Model | Variables Entered | Variables Removed | Method |
1 | How much does that cell phone plan cost per month?b | . | Enter |
a. Dependent Variable: How many devices are on your cell phone plan? | |||
b. All requested variables entered. |
Model Summary | ||||
Model | R | R Square | Adjusted R Square | Std. Error of the Estimate |
1 | .774a | .599 | .586 | .82197 |
a. Predictors: (Constant), How much does that cell phone plan cost per month? |
ANOVAa | ||||||
Model | Sum of Squares | df | Mean Square | F | Sig. | |
1 | Regression | 33.247 | 1 | 33.247 | 49.208 | <.001b |
Residual | 22.296 | 33 | .676 | |||
Total | 55.543 | 34 | ||||
a. Dependent Variable: How many devices are on your cell phone plan? | ||||||
b. Predictors: (Constant), How much does that cell phone plan cost per month? |
Coefficientsa | ||||||
Model | Unstandardized Coefficients | Standardized Coefficients | t | Sig. | ||
B | Std. Error | Beta | ||||
1 | (Constant) | .327 | .290 | 1.126 | .268 | |
How much does that cell phone plan cost per month? | .015 | .002 | .774 | 7.015 | <.001 | |
a. Dependent Variable: How many devices are on your cell phone plan? |
Is your regression significant and why? (Note you do NOT have to do 7 steps to tell me whether or not it is significant! You may use the p-value method if desired - it is much easier.)
(insert answer here)
Write out the equation for the regression line.
(insert answer here)
What is the r2?
(insert answer here)
Assume you have significant results (even if you do not)and explain what the r2 means in plain English. Hint:if your results are not significant r2 is meaningless so say the following, "If my regression were significant my r2 would mean ________but actually r2 is meaningless."
(insert answer here)
Correlation
Provide the SPSS correlation output for your two variables.
(insert SPSS output here)
Correlations | |||
How much does that cell phone plan cost per month? | How many devices are on your cell phone plan? | ||
How much does that cell phone plan cost per month? | Pearson Correlation | 1 | .774** |
Sig. (2-tailed) | <.001 | ||
N | 35 | 35 | |
How many devices are on your cell phone plan? | Pearson Correlation | .774** | 1 |
Sig. (2-tailed) | <.001 | ||
N | 35 | 35 | |
**. Correlation is significant at the 0.01 level (2-tailed). |
Is your correlation significant and why? (Note you do NOT have to do 7 steps to tell me whether or not it is significant! You may use the p-value method if desired - it is much easier.)
(insert answer here)
What is your r (or coefficient of correlation)?
(insert answer here)
Assume you have significant results (even if you do not)and explain what the r means in plain English. Hint: if your results are not significant r is actually meaningless so say the following, "If my correlation were significant my r would mean ________but actually r is meaningless."
(insert answer here)
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