| Multiple Linear Regression - Estimated Regression Equation |
| Placebo[t] = -0.905429 + 0.710485Slaappil[t] + e[t] |
| Multiple Linear Regression - Ordinary Least Squares | |||||
| Variable | Parameter | S.D. | T-STAT H0: parameter = 0 | 2-tail p-value | 1-tail p-value |
| (Intercept) | -0.9054 | 0.5758 | -1.5720e+00 | 0.1545 | 0.07726 |
| Slaappil | +0.7105 | 0.1916 | +3.7090e+00 | 0.005965 | 0.002982 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.7952 |
| R-squared | 0.6323 |
| Adjusted R-squared | 0.5863 |
| F-TEST (value) | 13.76 |
| F-TEST (DF numerator) | 1 |
| F-TEST (DF denominator) | 8 |
| p-value | 0.005965 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 1.151 |
| Sum Squared Residuals | 10.59 |
| Menu of Residual Diagnostics | |
| Description | Link |
| Histogram | Compute |
| Central Tendency | Compute |
| QQ Plot | Compute |
| Kernel Density Plot | Compute |
| Skewness/Kurtosis Test | Compute |
| Skewness-Kurtosis Plot | Compute |
| Harrell-Davis Plot | Compute |
| Bootstrap Plot -- Central Tendency | Compute |
| Blocked Bootstrap Plot -- Central Tendency | Compute |
| (Partial) Autocorrelation Plot | Compute |
| Spectral Analysis | Compute |
| Tukey lambda PPCC Plot | Compute |
| Box-Cox Normality Plot | Compute |
| Summary Statistics | Compute |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 0.7 | 0.4445 | 0.2555 |
| 2 | -1.6 | -0.337 | -1.263 |
| 3 | -0.2 | -0.1239 | -0.0761 |
| 4 | -1.2 | -0.8344 | -0.3656 |
| 5 | -0.1 | -0.9765 | 0.8765 |
| 6 | 3.4 | 2.221 | 1.179 |
| 7 | 3.7 | 3.002 | 0.6978 |
| 8 | 0.8 | 0.2313 | 0.5687 |
| 9 | 0 | 2.363 | -2.363 |
| 10 | 2 | 1.51 | 0.4898 |
| Ramsey RESET F-Test for powers (2 and 3) of fitted values |
> reset_test_fitted RESET test data: mylm RESET = 0.0054112, df1 = 2, df2 = 6, p-value = 0.9946 |
| Ramsey RESET F-Test for powers (2 and 3) of regressors |
> reset_test_regressors RESET test data: mylm RESET = 0.0054112, df1 = 2, df2 = 6, p-value = 0.9946 |
| Ramsey RESET F-Test for powers (2 and 3) of principal components |
> reset_test_principal_components RESET test data: mylm RESET = 0.0054112, df1 = 2, df2 = 6, p-value = 0.9946 |









