DTW
## Linear mixed model fit by REML. t-tests use Satterthwaite's method [
## lmerModLmerTest]
## Formula: PA_avg ~ dissimilarity + dow + (1 | subject)
## Data: df
##
## REML criterion at convergence: 67692.5
##
## Scaled residuals:
## Min 1Q Median 3Q Max
## -3.5639 -0.5432 0.0341 0.5838 3.7588
##
## Random effects:
## Groups Name Variance Std.Dev.
## subject (Intercept) 110.2 10.50
## Residual 305.3 17.47
## Number of obs: 7842, groups: subject, 222
##
## Fixed effects:
## Estimate Std. Error df t value Pr(>|t|)
## (Intercept) 5.495e+01 9.638e-01 6.465e+02 57.016 < 2e-16 ***
## dissimilarity -1.290e-02 2.609e-03 7.805e+03 -4.943 7.85e-07 ***
## dowMonday -2.803e+00 7.477e-01 7.624e+03 -3.748 0.000179 ***
## dowSaturday 2.879e+00 7.819e-01 7.623e+03 3.681 0.000234 ***
## dowSunday 8.079e-01 7.790e-01 7.622e+03 1.037 0.299745
## dowThursday -2.699e+00 7.473e-01 7.624e+03 -3.611 0.000307 ***
## dowTuesday -4.466e+00 7.438e-01 7.623e+03 -6.005 2.01e-09 ***
## dowWednesday -2.296e+00 7.579e-01 7.624e+03 -3.030 0.002455 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Correlation of Fixed Effects:
## (Intr) dssmlr dwMndy dwStrd dwSndy dwThrs dwTsdy
## dissimilrty -0.369
## dowMonday -0.419 -0.011
## dowSaturday -0.398 -0.016 0.521
## dowSunday -0.398 -0.020 0.523 0.501
## dowThursday -0.429 0.016 0.546 0.522 0.523
## dowTuesday -0.450 0.069 0.547 0.523 0.524 0.550
## dowWednesdy -0.424 0.020 0.537 0.514 0.516 0.538 0.540
## Linear mixed model fit by REML. t-tests use Satterthwaite's method [
## lmerModLmerTest]
## Formula: PA_avg ~ dissimilarity * lockdown + dow + (1 | subject)
## Data: df
##
## REML criterion at convergence: 56508.9
##
## Scaled residuals:
## Min 1Q Median 3Q Max
## -3.6527 -0.5435 0.0466 0.5866 4.1869
##
## Random effects:
## Groups Name Variance Std.Dev.
## subject (Intercept) 115.3 10.74
## Residual 280.2 16.74
## Number of obs: 6602, groups: subject, 222
##
## Fixed effects:
## Estimate Std. Error df t value Pr(>|t|)
## (Intercept) 5.366e+01 1.002e+00 6.781e+02 53.529 < 2e-16 ***
## dissimilarity 6.242e-03 4.182e-03 6.592e+03 1.493 0.135602
## lockdown -2.582e+00 2.185e+00 6.404e+03 -1.182 0.237203
## dowMonday -3.760e+00 7.876e-01 6.383e+03 -4.774 1.85e-06 ***
## dowSaturday 2.511e+00 8.332e-01 6.382e+03 3.013 0.002594 **
## dowSunday 1.009e+00 8.245e-01 6.381e+03 1.224 0.221101
## dowThursday -1.420e+00 7.841e-01 6.383e+03 -1.811 0.070242 .
## dowTuesday -2.963e+00 7.783e-01 6.381e+03 -3.807 0.000142 ***
## dowWednesday -3.475e+00 8.004e-01 6.383e+03 -4.342 1.43e-05 ***
## dissimilarity:lockdown -1.686e-02 1.179e-02 6.442e+03 -1.430 0.152628
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Correlation of Fixed Effects:
## (Intr) dssmlr lckdwn dwMndy dwStrd dwSndy dwThrs dwTsdy dwWdns
## dissimilrty -0.319
## lockdown -0.079 0.095
## dowMonday -0.430 -0.001 0.015
## dowSaturday -0.405 0.017 0.001 0.526
## dowSunday -0.409 -0.024 0.005 0.530 0.500
## dowThursday -0.451 0.047 0.014 0.558 0.528 0.531
## dowTuesday -0.471 0.059 0.030 0.559 0.527 0.534 0.566
## dowWednesdy -0.438 0.021 0.032 0.545 0.515 0.520 0.548 0.552
## dssmlrty:lc 0.110 -0.311 -0.957 -0.019 -0.017 0.001 -0.026 -0.031 -0.032
## Linear mixed model fit by REML. t-tests use Satterthwaite's method [
## lmerModLmerTest]
## Formula: PA_avg ~ diss_two + dow + (1 | subject)
## Data: df
##
## REML criterion at convergence: 67622.2
##
## Scaled residuals:
## Min 1Q Median 3Q Max
## -3.6678 -0.5327 0.0377 0.5814 3.7933
##
## Random effects:
## Groups Name Variance Std.Dev.
## subject (Intercept) 110.5 10.51
## Residual 303.1 17.41
## Number of obs: 7840, groups: subject, 222
##
## Fixed effects:
## Estimate Std. Error df t value Pr(>|t|)
## (Intercept) 51.28413 0.92110 543.18686 55.677 < 2e-16 ***
## diss_two 0.02229 0.00252 7751.43445 8.848 < 2e-16 ***
## dowMonday -2.47605 0.74620 7622.22842 -3.318 0.00091 ***
## dowSaturday 3.30690 0.78105 7621.88055 4.234 2.32e-05 ***
## dowSunday 0.67110 0.77615 7619.43348 0.865 0.38726
## dowThursday -2.11250 0.74708 7622.30961 -2.828 0.00470 **
## dowTuesday -3.84392 0.74088 7619.66442 -5.188 2.18e-07 ***
## dowWednesday -1.93595 0.75577 7622.08142 -2.562 0.01044 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Correlation of Fixed Effects:
## (Intr) dss_tw dwMndy dwStrd dwSndy dwThrs dwTsdy
## diss_two -0.235
## dowMonday -0.453 0.055
## dowSaturday -0.437 0.071 0.523
## dowSunday -0.421 -0.009 0.522 0.499
## dowThursday -0.458 0.079 0.548 0.525 0.521
## dowTuesday -0.457 0.059 0.550 0.527 0.525 0.552
## dowWednesdy -0.444 0.042 0.539 0.516 0.515 0.539 0.541
## Linear mixed model fit by REML. t-tests use Satterthwaite's method [
## lmerModLmerTest]
## Formula: PA_avg ~ diss_two * lockdown + dow + (1 | subject)
## Data: df
##
## REML criterion at convergence: 56496.4
##
## Scaled residuals:
## Min 1Q Median 3Q Max
## -3.6607 -0.5441 0.0445 0.5848 4.1923
##
## Random effects:
## Groups Name Variance Std.Dev.
## subject (Intercept) 115.2 10.74
## Residual 280.3 16.74
## Number of obs: 6600, groups: subject, 222
##
## Fixed effects:
## Estimate Std. Error df t value Pr(>|t|)
## (Intercept) 5.392e+01 9.951e-01 6.622e+02 54.183 < 2e-16 ***
## diss_two 2.809e-03 4.160e-03 6.568e+03 0.675 0.499563
## lockdown -5.032e+00 5.431e-01 6.472e+03 -9.265 < 2e-16 ***
## dowMonday -3.730e+00 7.891e-01 6.381e+03 -4.727 2.33e-06 ***
## dowSaturday 2.550e+00 8.370e-01 6.381e+03 3.047 0.002319 **
## dowSunday 1.035e+00 8.245e-01 6.378e+03 1.255 0.209427
## dowThursday -1.399e+00 7.872e-01 6.382e+03 -1.777 0.075535 .
## dowTuesday -3.000e+00 7.797e-01 6.380e+03 -3.847 0.000121 ***
## dowWednesday -3.477e+00 8.012e-01 6.381e+03 -4.340 1.44e-05 ***
## diss_two:lockdown 9.585e-04 6.050e-03 6.521e+03 0.158 0.874110
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Correlation of Fixed Effects:
## (Intr) dss_tw lckdwn dwMndy dwStrd dwSndy dwThrs dwTsdy dwWdns
## diss_two -0.295
## lockdown -0.286 0.496
## dowMonday -0.438 0.008 -0.040
## dowSaturday -0.407 0.012 -0.077 0.528
## dowSunday -0.416 -0.013 -0.009 0.529 0.499
## dowThursday -0.459 0.065 -0.002 0.560 0.530 0.530
## dowTuesday -0.478 0.075 0.071 0.559 0.527 0.534 0.567
## dowWednesdy -0.444 0.027 0.010 0.546 0.516 0.520 0.549 0.552
## dss_tw:lckd 0.170 -0.670 -0.604 0.040 0.062 0.018 0.010 -0.026 0.014
## Linear mixed model fit by REML. t-tests use Satterthwaite's method [
## lmerModLmerTest]
## Formula: PA_avg ~ diss_one + dow + (1 | subject)
## Data: df
##
## REML criterion at convergence: 67243.2
##
## Scaled residuals:
## Min 1Q Median 3Q Max
## -3.7803 -0.5327 0.0437 0.5846 3.8250
##
## Random effects:
## Groups Name Variance Std.Dev.
## subject (Intercept) 109.2 10.45
## Residual 300.4 17.33
## Number of obs: 7804, groups: subject, 222
##
## Fixed effects:
## Estimate Std. Error df t value Pr(>|t|)
## (Intercept) 5.131e+01 9.083e-01 5.258e+02 56.486 < 2e-16 ***
## diss_one 3.154e-02 2.712e-03 7.699e+03 11.632 < 2e-16 ***
## dowMonday -2.755e+00 7.438e-01 7.586e+03 -3.704 0.000214 ***
## dowSaturday 2.743e+00 7.785e-01 7.585e+03 3.524 0.000428 ***
## dowSunday 6.460e-01 7.752e-01 7.584e+03 0.833 0.404682
## dowThursday -2.334e+00 7.441e-01 7.586e+03 -3.137 0.001715 **
## dowTuesday -3.899e+00 7.395e-01 7.584e+03 -5.272 1.38e-07 ***
## dowWednesday -2.062e+00 7.545e-01 7.586e+03 -2.733 0.006296 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Correlation of Fixed Effects:
## (Intr) diss_n dwMndy dwStrd dwSndy dwThrs dwTsdy
## diss_one -0.188
## dowMonday -0.450 0.015
## dowSaturday -0.429 0.008 0.522
## dowSunday -0.429 -0.001 0.524 0.501
## dowThursday -0.455 0.042 0.547 0.523 0.524
## dowTuesday -0.459 0.052 0.550 0.525 0.527 0.552
## dowWednesdy -0.446 0.027 0.539 0.515 0.517 0.539 0.541
## Linear mixed model fit by REML. t-tests use Satterthwaite's method [
## lmerModLmerTest]
## Formula: PA_avg ~ diss_one * lockdown + dow + (1 | subject)
## Data: df
##
## REML criterion at convergence: 56189.6
##
## Scaled residuals:
## Min 1Q Median 3Q Max
## -3.6759 -0.5425 0.0485 0.5881 4.1996
##
## Random effects:
## Groups Name Variance Std.Dev.
## subject (Intercept) 114.2 10.69
## Residual 279.3 16.71
## Number of obs: 6567, groups: subject, 222
##
## Fixed effects:
## Estimate Std. Error df t value Pr(>|t|)
## (Intercept) 5.389e+01 9.793e-01 6.347e+02 55.034 < 2e-16 ***
## diss_one 5.954e-03 4.550e-03 6.510e+03 1.309 0.190717
## lockdown -5.164e+00 5.101e-01 6.425e+03 -10.124 < 2e-16 ***
## dowMonday -3.868e+00 7.888e-01 6.349e+03 -4.903 9.65e-07 ***
## dowSaturday 2.253e+00 8.356e-01 6.347e+03 2.697 0.007019 **
## dowSunday 1.008e+00 8.258e-01 6.346e+03 1.220 0.222487
## dowThursday -1.448e+00 7.849e-01 6.348e+03 -1.845 0.065127 .
## dowTuesday -3.033e+00 7.797e-01 6.346e+03 -3.890 0.000101 ***
## dowWednesday -3.570e+00 8.022e-01 6.348e+03 -4.451 8.71e-06 ***
## diss_one:lockdown 1.239e-02 7.868e-03 6.474e+03 1.574 0.115427
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Correlation of Fixed Effects:
## (Intr) diss_n lckdwn dwMndy dwStrd dwSndy dwThrs dwTsdy dwWdns
## diss_one -0.250
## lockdown -0.277 0.454
## dowMonday -0.440 -0.006 -0.018
## dowSaturday -0.401 -0.033 -0.065 0.526
## dowSunday -0.424 -0.014 -0.009 0.530 0.501
## dowThursday -0.456 0.032 0.001 0.559 0.527 0.533
## dowTuesday -0.478 0.059 0.067 0.559 0.524 0.535 0.567
## dowWednesdy -0.452 0.042 0.034 0.545 0.513 0.520 0.548 0.553
## dss_n:lckdw 0.132 -0.544 -0.498 -0.020 0.015 0.020 -0.004 -0.011 -0.031
DTW Home
## Linear mixed model fit by REML. t-tests use Satterthwaite's method [
## lmerModLmerTest]
## Formula: PA_avg ~ dissimilarity_home + dow + (1 | subject)
## Data: df
##
## REML criterion at convergence: 59540.7
##
## Scaled residuals:
## Min 1Q Median 3Q Max
## -3.5953 -0.5420 0.0402 0.5842 3.7524
##
## Random effects:
## Groups Name Variance Std.Dev.
## subject (Intercept) 108.7 10.43
## Residual 301.6 17.37
## Number of obs: 6903, groups: subject, 221
##
## Fixed effects:
## Estimate Std. Error df t value Pr(>|t|)
## (Intercept) 5.580e+01 1.181e+00 1.271e+03 47.256 < 2e-16 ***
## dissimilarity_home -2.101e-03 8.718e-04 6.883e+03 -2.410 0.015983 *
## dowMonday -3.281e+00 7.894e-01 6.689e+03 -4.157 3.27e-05 ***
## dowSaturday 2.509e+00 8.295e-01 6.688e+03 3.025 0.002499 **
## dowSunday 2.512e-01 8.229e-01 6.685e+03 0.305 0.760145
## dowThursday -3.099e+00 7.951e-01 6.689e+03 -3.898 9.81e-05 ***
## dowTuesday -4.939e+00 7.819e-01 6.687e+03 -6.317 2.84e-10 ***
## dowWednesday -3.012e+00 7.979e-01 6.688e+03 -3.775 0.000161 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Correlation of Fixed Effects:
## (Intr) dssml_ dwMndy dwStrd dwSndy dwThrs dwTsdy
## dssmlrty_hm -0.634
## dowMonday -0.370 0.012
## dowSaturday -0.328 -0.026 0.517
## dowSunday -0.338 -0.015 0.520 0.495
## dowThursday -0.372 0.020 0.540 0.513 0.516
## dowTuesday -0.407 0.064 0.548 0.519 0.523 0.546
## dowWednesdy -0.381 0.035 0.536 0.509 0.513 0.532 0.542
## Linear mixed model fit by REML. t-tests use Satterthwaite's method [
## lmerModLmerTest]
## Formula: PA_avg ~ dissimilarity_home * lockdown + dow + (1 | subject)
## Data: df
##
## REML criterion at convergence: 49922.2
##
## Scaled residuals:
## Min 1Q Median 3Q Max
## -3.6920 -0.5361 0.0405 0.5839 4.2491
##
## Random effects:
## Groups Name Variance Std.Dev.
## subject (Intercept) 114.5 10.70
## Residual 276.9 16.64
## Number of obs: 5836, groups: subject, 221
##
## Fixed effects:
## Estimate Std. Error df t value Pr(>|t|)
## (Intercept) 5.482e+01 1.229e+00 1.266e+03 44.594 < 2e-16
## dissimilarity_home -2.833e-04 1.024e-03 5.768e+03 -0.277 0.7821
## lockdown -1.859e+00 4.005e+00 5.780e+03 -0.464 0.6425
## dowMonday -4.219e+00 8.352e-01 5.619e+03 -5.052 4.52e-07
## dowSaturday 1.988e+00 8.878e-01 5.618e+03 2.239 0.0252
## dowSunday 6.050e-01 8.711e-01 5.616e+03 0.694 0.4874
## dowThursday -1.733e+00 8.283e-01 5.618e+03 -2.092 0.0364
## dowTuesday -3.761e+00 8.150e-01 5.616e+03 -4.615 4.01e-06
## dowWednesday -4.115e+00 8.439e-01 5.617e+03 -4.876 1.11e-06
## dissimilarity_home:lockdown -3.597e-03 4.103e-03 5.785e+03 -0.877 0.3807
##
## (Intercept) ***
## dissimilarity_home
## lockdown
## dowMonday ***
## dowSaturday *
## dowSunday
## dowThursday *
## dowTuesday ***
## dowWednesday ***
## dissimilarity_home:lockdown
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Correlation of Fixed Effects:
## (Intr) dssml_ lckdwn dwMndy dwStrd dwSndy dwThrs dwTsdy dwWdns
## dssmlrty_hm -0.616
## lockdown -0.088 0.101
## dowMonday -0.383 0.025 0.004
## dowSaturday -0.333 -0.016 0.000 0.519
## dowSunday -0.341 -0.026 -0.006 0.525 0.495
## dowThursday -0.386 0.019 0.011 0.556 0.522 0.529
## dowTuesday -0.414 0.039 0.019 0.561 0.525 0.538 0.568
## dowWednesdy -0.395 0.040 0.010 0.543 0.509 0.519 0.547 0.556
## dssmlrty_h: 0.110 -0.165 -0.991 -0.010 -0.005 0.008 -0.013 -0.015 -0.011
## Linear mixed model fit by REML. t-tests use Satterthwaite's method [
## lmerModLmerTest]
## Formula: PA_avg ~ diss_two_home + dow + (1 | subject)
## Data: df
##
## REML criterion at convergence: 59113.5
##
## Scaled residuals:
## Min 1Q Median 3Q Max
## -3.6934 -0.5388 0.0403 0.5917 3.8996
##
## Random effects:
## Groups Name Variance Std.Dev.
## subject (Intercept) 108.0 10.39
## Residual 297.4 17.25
## Number of obs: 6864, groups: subject, 221
##
## Fixed effects:
## Estimate Std. Error df t value Pr(>|t|)
## (Intercept) 4.970e+01 9.991e-01 7.320e+02 49.740 < 2e-16 ***
## diss_two_home 6.179e-03 5.891e-04 6.845e+03 10.489 < 2e-16 ***
## dowMonday -2.685e+00 7.877e-01 6.650e+03 -3.408 0.000658 ***
## dowSaturday 2.800e+00 8.275e-01 6.649e+03 3.383 0.000720 ***
## dowSunday 2.716e-01 8.199e-01 6.646e+03 0.331 0.740493
## dowThursday -2.489e+00 7.941e-01 6.650e+03 -3.134 0.001732 **
## dowTuesday -4.393e+00 7.781e-01 6.648e+03 -5.646 1.71e-08 ***
## dowWednesday -2.519e+00 7.953e-01 6.649e+03 -3.167 0.001548 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Correlation of Fixed Effects:
## (Intr) dss_t_ dwMndy dwStrd dwSndy dwThrs dwTsdy
## diss_two_hm -0.413
## dowMonday -0.457 0.074
## dowSaturday -0.419 0.032 0.518
## dowSunday -0.410 0.003 0.519 0.494
## dowThursday -0.451 0.069 0.543 0.514 0.515
## dowTuesday -0.455 0.057 0.551 0.523 0.525 0.548
## dowWednesdy -0.441 0.047 0.539 0.511 0.514 0.533 0.543
## Linear mixed model fit by REML. t-tests use Satterthwaite's method [
## lmerModLmerTest]
## Formula: PA_avg ~ diss_two_home * lockdown + dow + (1 | subject)
## Data: df
##
## REML criterion at convergence: 49600.9
##
## Scaled residuals:
## Min 1Q Median 3Q Max
## -3.7027 -0.5362 0.0393 0.5879 4.2707
##
## Random effects:
## Groups Name Variance Std.Dev.
## subject (Intercept) 113.5 10.65
## Residual 277.4 16.65
## Number of obs: 5797, groups: subject, 221
##
## Fixed effects:
## Estimate Std. Error df t value Pr(>|t|)
## (Intercept) 5.452e+01 1.181e+00 1.154e+03 46.153 < 2e-16 ***
## diss_two_home 5.518e-05 9.491e-04 5.782e+03 0.058 0.9536
## lockdown -6.268e+00 8.881e-01 5.767e+03 -7.058 1.88e-12 ***
## dowMonday -4.139e+00 8.397e-01 5.581e+03 -4.929 8.51e-07 ***
## dowSaturday 2.097e+00 8.946e-01 5.579e+03 2.344 0.0191 *
## dowSunday 6.559e-01 8.752e-01 5.577e+03 0.749 0.4537
## dowThursday -1.666e+00 8.337e-01 5.580e+03 -1.999 0.0457 *
## dowTuesday -3.743e+00 8.197e-01 5.579e+03 -4.567 5.06e-06 ***
## dowWednesday -4.022e+00 8.489e-01 5.579e+03 -4.738 2.22e-06 ***
## diss_two_home:lockdown 1.881e-03 1.317e-03 5.770e+03 1.428 0.1533
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Correlation of Fixed Effects:
## (Intr) dss_t_ lckdwn dwMndy dwStrd dwSndy dwThrs dwTsdy dwWdns
## diss_two_hm -0.573
## lockdown -0.480 0.718
## dowMonday -0.408 0.039 -0.016
## dowSaturday -0.347 -0.021 -0.064 0.520
## dowSunday -0.367 -0.013 -0.012 0.526 0.494
## dowThursday -0.412 0.034 -0.003 0.558 0.522 0.529
## dowTuesday -0.447 0.067 0.063 0.564 0.524 0.538 0.570
## dowWednesdy -0.417 0.051 0.029 0.546 0.508 0.519 0.548 0.558
## dss_tw_hm:l 0.377 -0.690 -0.817 0.014 0.051 0.018 0.012 -0.024 -0.012
## Linear mixed model fit by REML. t-tests use Satterthwaite's method [
## lmerModLmerTest]
## Formula: PA_avg ~ diss_one_home + dow + (1 | subject)
## Data: df
##
## REML criterion at convergence: 58624.2
##
## Scaled residuals:
## Min 1Q Median 3Q Max
## -3.7293 -0.5276 0.0464 0.5849 3.8935
##
## Random effects:
## Groups Name Variance Std.Dev.
## subject (Intercept) 106.8 10.33
## Residual 296.7 17.23
## Number of obs: 6809, groups: subject, 221
##
## Fixed effects:
## Estimate Std. Error df t value Pr(>|t|)
## (Intercept) 4.989e+01 9.726e-01 6.773e+02 51.298 < 2e-16 ***
## diss_one_home 6.901e-03 5.731e-04 6.779e+03 12.041 < 2e-16 ***
## dowMonday -2.922e+00 7.881e-01 6.595e+03 -3.708 0.000211 ***
## dowSaturday 2.262e+00 8.303e-01 6.594e+03 2.725 0.006451 **
## dowSunday 1.138e-01 8.227e-01 6.591e+03 0.138 0.889982
## dowThursday -2.909e+00 7.943e-01 6.594e+03 -3.662 0.000252 ***
## dowTuesday -4.568e+00 7.794e-01 6.592e+03 -5.862 4.8e-09 ***
## dowWednesday -2.602e+00 7.987e-01 6.594e+03 -3.257 0.001131 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Correlation of Fixed Effects:
## (Intr) dss_n_ dwMndy dwStrd dwSndy dwThrs dwTsdy
## diss_one_hm -0.358
## dowMonday -0.457 0.045
## dowSaturday -0.410 -0.023 0.516
## dowSunday -0.419 -0.006 0.520 0.494
## dowThursday -0.446 0.026 0.542 0.513 0.516
## dowTuesday -0.460 0.041 0.551 0.521 0.526 0.547
## dowWednesdy -0.449 0.041 0.538 0.508 0.513 0.532 0.542
## Linear mixed model fit by REML. t-tests use Satterthwaite's method [
## lmerModLmerTest]
## Formula: PA_avg ~ diss_one_home * lockdown + dow + (1 | subject)
## Data: df
##
## REML criterion at convergence: 49207.6
##
## Scaled residuals:
## Min 1Q Median 3Q Max
## -3.7117 -0.5352 0.0387 0.5890 4.2584
##
## Random effects:
## Groups Name Variance Std.Dev.
## subject (Intercept) 113.1 10.64
## Residual 277.7 16.67
## Number of obs: 5750, groups: subject, 221
##
## Fixed effects:
## Estimate Std. Error df t value Pr(>|t|)
## (Intercept) 5.415e+01 1.123e+00 9.918e+02 48.213 < 2e-16 ***
## diss_one_home 8.991e-04 8.883e-04 5.737e+03 1.012 0.3115
## lockdown -5.747e+00 8.002e-01 5.699e+03 -7.182 7.77e-13 ***
## dowMonday -4.256e+00 8.418e-01 5.534e+03 -5.055 4.44e-07 ***
## dowSaturday 1.832e+00 8.996e-01 5.533e+03 2.037 0.0417 *
## dowSunday 4.891e-01 8.798e-01 5.530e+03 0.556 0.5783
## dowThursday -1.862e+00 8.357e-01 5.532e+03 -2.228 0.0259 *
## dowTuesday -3.825e+00 8.219e-01 5.531e+03 -4.654 3.34e-06 ***
## dowWednesday -4.188e+00 8.547e-01 5.532e+03 -4.900 9.84e-07 ***
## diss_one_home:lockdown 1.177e-03 1.375e-03 5.712e+03 0.856 0.3918
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Correlation of Fixed Effects:
## (Intr) dss_n_ lckdwn dwMndy dwStrd dwSndy dwThrs dwTsdy dwWdns
## diss_one_hm -0.505
## lockdown -0.435 0.672
## dowMonday -0.427 0.040 0.008
## dowSaturday -0.353 -0.050 -0.052 0.517
## dowSunday -0.386 -0.019 -0.010 0.526 0.494
## dowThursday -0.414 -0.002 -0.005 0.557 0.521 0.530
## dowTuesday -0.458 0.051 0.063 0.564 0.522 0.538 0.568
## dowWednesdy -0.443 0.069 0.055 0.545 0.503 0.517 0.545 0.557
## dss_n_hm:lc 0.311 -0.613 -0.756 -0.030 0.012 0.011 -0.003 -0.027 -0.044
