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Jun 13th, 2018
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  1. library(lsr)
  2. pairedSamplesTTest(formula = ~ WB_T2 + WB_T1,
  3. data = prepost)
  4.  
  5. Paired samples t-test
  6.  
  7. Variables: WB_Avg2 , WB_Avg
  8.  
  9. Descriptive statistics:
  10. WB_Avg2 WB_Avg difference
  11. mean 3.169 3.006 0.162
  12. std dev. 0.468 0.465 0.383
  13.  
  14. Hypotheses:
  15. null: population means equal for both measurements
  16. alternative: different population means for each measurement
  17.  
  18. Test results:
  19. t-statistic: 4.892
  20. degrees of freedom: 132
  21. p-value: <.001
  22.  
  23. Other information:
  24. two-sided 95% confidence interval: [0.097, 0.228]
  25. estimated effect size (Cohen's d): 0.424
  26.  
  27. fit <- lm(WB_Avg ~ WB_Avg2*BF_Conscientiousness, data = prepost)
  28. summary(fit)
  29.  
  30. Call:
  31. lm(formula = WB_Avg ~ WB_Avg2 * BF_Conscientiousness, data = prepost)
  32.  
  33. Residuals:
  34. Min 1Q Median 3Q Max
  35. -0.97588 -0.24927 -0.02415 0.23182 0.82299
  36.  
  37. Coefficients:
  38. Estimate Std. Error t value Pr(>|t|)
  39. (Intercept) -1.16709 0.85387 -1.367 0.17406
  40. WB_Avg2 1.23733 0.27272 4.537 1.29e-05 ***
  41. BF_Conscientiousness 0.62495 0.23760 2.630 0.00957 **
  42. WB_Avg2:BF_Conscientiousness -0.17303 0.07442 -2.325 0.02162 *
  43. ---
  44. Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
  45.  
  46. Residual standard error: 0.3397 on 129 degrees of freedom
  47. Multiple R-squared: 0.4788, Adjusted R-squared: 0.4667
  48. F-statistic: 39.51 on 3 and 129 DF, p-value: < 2.2e-16
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