actions/theta-rhythmicity/

actions/theta-rhythmicity/attributes.yaml

@@ -0,0 +1,5 @@
+registered: '2021-01-24T10:30:29'
+data:
+  notebook: 20-theta-rhythmicity.ipynb
+  html: 20-theta-rhythmicity.html
+  results: results.csv

actions/theta-rhythmicity/data/statistics/statistics_bs.csv

@@ -0,0 +1,11 @@
+,Theta score,Theta bandpower,Theta relpower,Theta relpeak,Theta peak,Theta freq,Theta half width,Stim bandpower,Stim relpower,Stim relpeak,Stim half width,Stim p max,Stim strength
+Baseline I,7.7e-02 ± 1.0e-02 (268),1.1e+02 ± 7.1e+00 (270),2.2e-01 ± 3.1e-03 (270),1.5e+00 ± 1.1e-01 (269),6.2e+01 ± 5.2e+00 (269),7.8e+00 ± 3.4e-02 (269),9.6e-01 ± 3.5e-02 (263),,,,,,
+11 Hz,3.1e-02 ± 9.7e-03 (280),6.8e+01 ± 3.8e+00 (283),1.7e-01 ± 1.3e-03 (282),2.3e-01 ± 1.8e-02 (282),2.3e+01 ± 1.4e+00 (282),7.6e+00 ± 5.4e-02 (282),7.4e-01 ± 6.7e-02 (281),5.5e+01 ± 3.9e+00 (285),1.1e-01 ± 2.5e-03 (284),3.6e+00 ± 2.5e-01 (284),4.3e-01 ± 1.9e-02 (282),9.5e+01 ± 8.8e+00 (285),2.9e+00 ± 1.5e-01 (284)
+Baseline II,8.9e-02 ± 1.4e-02 (197),1.2e+02 ± 1.1e+01 (197),2.2e-01 ± 3.6e-03 (197),1.3e+00 ± 9.0e-02 (197),6.0e+01 ± 7.0e+00 (197),7.9e+00 ± 3.9e-02 (197),9.8e-01 ± 5.1e-02 (190),,,,,,
+30 Hz,7.6e-02 ± 9.7e-03 (190),6.5e+01 ± 4.2e+00 (191),1.7e-01 ± 1.7e-03 (190),2.8e-01 ± 2.9e-02 (190),2.3e+01 ± 2.0e+00 (190),7.4e+00 ± 6.8e-02 (190),6.2e-01 ± 5.4e-02 (183),2.5e+00 ± 2.0e-01 (193),5.9e-03 ± 1.9e-04 (192),4.4e+00 ± 3.0e-01 (192),1.4e+00 ± 2.0e-01 (187),4.6e+00 ± 4.6e-01 (193),1.8e-01 ± 1.0e-02 (192)
+LMM Baseline I - 11 Hz,"1.2e-01, 4.8e-02","3.1e-11, 4.4e+01","3.4e-58, 5.5e-02","4.0e-13, 1.2e+00","2.0e-07, 3.6e+01","3.4e-01, 2.1e-01","1.4e-01, 1.8e-01",,,,,,
+LMM Baseline I - Baseline II,"5.3e-01, 1.0e-02","1.6e-02, 1.9e+01","2.9e-01, 4.7e-03","9.5e-01, 6.5e-03","6.0e-02, 8.5e+00","9.4e-02, 8.1e-02","7.7e-01, 2.4e-02",,,,,,
+LMM Baseline I - 30 Hz,"7.3e-01, 7.8e-03","2.7e-06, 4.4e+01","4.7e-19, 5.6e-02","4.8e-11, 1.2e+00","2.3e-04, 3.7e+01","5.6e-02, 3.4e-01","1.0e-02, 3.2e-01",,,,,,
+LMM 11 Hz - Baseline II,"5.3e-04, 6.7e-02","6.4e-04, 5.3e+01","1.2e-08, 5.3e-02","7.8e-14, 1.1e+00","1.0e-03, 3.8e+01","1.1e-01, 3.1e-01","5.8e-02, 2.1e-01",,,,,,
+LMM 11 Hz - 30 Hz,"1.0e-01, 3.7e-02","5.5e-01, -3.8e+00","5.8e-01, -2.1e-03","5.8e-02, 5.1e-02","9.1e-01, -2.7e-01","3.4e-01, -1.4e-01","3.4e-01, -1.2e-01","1.9e-07, -5.1e+01","1.8e-209, -1.0e-01","1.2e-02, 9.4e-01","7.0e-10, 8.8e-01","2.5e-06, -8.0e+01","7.7e-54, -2.6e+00"
+LMM Baseline II - 30 Hz,"4.7e-01, 2.2e-02","7.3e-07, 5.3e+01","1.9e-06, 5.4e-02","2.8e-05, 1.0e+00","2.1e-04, 3.8e+01","1.2e-03, 4.4e-01","7.6e-04, 4.0e-01",,,,,,

actions/theta-rhythmicity/data/statistics/statistics_bs.tex

@@ -0,0 +1,16 @@
+\begin{tabular}{llllllllllllll}
+\toprule
+{} &              Theta score &          Theta bandpower &           Theta relpower &            Theta relpeak &               Theta peak &               Theta freq &         Theta half width &           Stim bandpower &            Stim relpower &             Stim relpeak &          Stim half width &               Stim p max &            Stim strength \\
+\midrule
+Baseline I                   &  7.7e-02 ± 1.0e-02 (268) &  1.1e+02 ± 7.1e+00 (270) &  2.2e-01 ± 3.1e-03 (270) &  1.5e+00 ± 1.1e-01 (269) &  6.2e+01 ± 5.2e+00 (269) &  7.8e+00 ± 3.4e-02 (269) &  9.6e-01 ± 3.5e-02 (263) &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN \\
+11 Hz                        &  3.1e-02 ± 9.7e-03 (280) &  6.8e+01 ± 3.8e+00 (283) &  1.7e-01 ± 1.3e-03 (282) &  2.3e-01 ± 1.8e-02 (282) &  2.3e+01 ± 1.4e+00 (282) &  7.6e+00 ± 5.4e-02 (282) &  7.4e-01 ± 6.7e-02 (281) &  5.5e+01 ± 3.9e+00 (285) &  1.1e-01 ± 2.5e-03 (284) &  3.6e+00 ± 2.5e-01 (284) &  4.3e-01 ± 1.9e-02 (282) &  9.5e+01 ± 8.8e+00 (285) &  2.9e+00 ± 1.5e-01 (284) \\
+Baseline II                  &  8.9e-02 ± 1.4e-02 (197) &  1.2e+02 ± 1.1e+01 (197) &  2.2e-01 ± 3.6e-03 (197) &  1.3e+00 ± 9.0e-02 (197) &  6.0e+01 ± 7.0e+00 (197) &  7.9e+00 ± 3.9e-02 (197) &  9.8e-01 ± 5.1e-02 (190) &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN \\
+30 Hz                        &  7.6e-02 ± 9.7e-03 (190) &  6.5e+01 ± 4.2e+00 (191) &  1.7e-01 ± 1.7e-03 (190) &  2.8e-01 ± 2.9e-02 (190) &  2.3e+01 ± 2.0e+00 (190) &  7.4e+00 ± 6.8e-02 (190) &  6.2e-01 ± 5.4e-02 (183) &  2.5e+00 ± 2.0e-01 (193) &  5.9e-03 ± 1.9e-04 (192) &  4.4e+00 ± 3.0e-01 (192) &  1.4e+00 ± 2.0e-01 (187) &  4.6e+00 ± 4.6e-01 (193) &  1.8e-01 ± 1.0e-02 (192) \\
+LMM Baseline I - 11 Hz       &         1.2e-01, 4.8e-02 &         3.1e-11, 4.4e+01 &         3.4e-58, 5.5e-02 &         4.0e-13, 1.2e+00 &         2.0e-07, 3.6e+01 &         3.4e-01, 2.1e-01 &         1.4e-01, 1.8e-01 &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN \\
+LMM Baseline I - Baseline II &         5.3e-01, 1.0e-02 &         1.6e-02, 1.9e+01 &         2.9e-01, 4.7e-03 &         9.5e-01, 6.5e-03 &         6.0e-02, 8.5e+00 &         9.4e-02, 8.1e-02 &         7.7e-01, 2.4e-02 &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN \\
+LMM Baseline I - 30 Hz       &         7.3e-01, 7.8e-03 &         2.7e-06, 4.4e+01 &         4.7e-19, 5.6e-02 &         4.8e-11, 1.2e+00 &         2.3e-04, 3.7e+01 &         5.6e-02, 3.4e-01 &         1.0e-02, 3.2e-01 &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN \\
+LMM 11 Hz - Baseline II      &         5.3e-04, 6.7e-02 &         6.4e-04, 5.3e+01 &         1.2e-08, 5.3e-02 &         7.8e-14, 1.1e+00 &         1.0e-03, 3.8e+01 &         1.1e-01, 3.1e-01 &         5.8e-02, 2.1e-01 &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN \\
+LMM 11 Hz - 30 Hz            &         1.0e-01, 3.7e-02 &        5.5e-01, -3.8e+00 &        5.8e-01, -2.1e-03 &         5.8e-02, 5.1e-02 &        9.1e-01, -2.7e-01 &        3.4e-01, -1.4e-01 &        3.4e-01, -1.2e-01 &        1.9e-07, -5.1e+01 &       1.8e-209, -1.0e-01 &         1.2e-02, 9.4e-01 &         7.0e-10, 8.8e-01 &        2.5e-06, -8.0e+01 &        7.7e-54, -2.6e+00 \\
+LMM Baseline II - 30 Hz      &         4.7e-01, 2.2e-02 &         7.3e-07, 5.3e+01 &         1.9e-06, 5.4e-02 &         2.8e-05, 1.0e+00 &         2.1e-04, 3.8e+01 &         1.2e-03, 4.4e-01 &         7.6e-04, 4.0e-01 &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN \\
+\bottomrule
+\end{tabular}

actions/theta-rhythmicity/data/statistics/statistics_bs_not_gridcell.csv

@@ -0,0 +1,11 @@
+,Theta score,Theta bandpower,Theta relpower,Theta relpeak,Theta peak,Theta freq,Theta half width,Stim bandpower,Stim relpower,Stim relpeak,Stim half width,Stim p max,Stim strength
+Baseline I,8.8e-02 ± 1.3e-02 (209),1.2e+02 ± 8.6e+00 (211),2.3e-01 ± 3.9e-03 (211),1.6e+00 ± 1.3e-01 (210),6.6e+01 ± 6.4e+00 (210),7.7e+00 ± 4.2e-02 (210),8.7e-01 ± 3.9e-02 (204),,,,,,
+11 Hz,3.6e-02 ± 1.2e-02 (226),6.9e+01 ± 4.4e+00 (229),1.7e-01 ± 1.3e-03 (228),2.5e-01 ± 2.1e-02 (228),2.4e+01 ± 1.7e+00 (228),7.5e+00 ± 5.7e-02 (228),6.8e-01 ± 6.5e-02 (227),5.7e+01 ± 4.7e+00 (229),1.1e-01 ± 2.9e-03 (228),3.7e+00 ± 2.9e-01 (228),4.3e-01 ± 2.3e-02 (226),1.0e+02 ± 1.0e+01 (229),3.0e+00 ± 1.8e-01 (228)
+Baseline II,1.0e-01 ± 1.8e-02 (155),1.2e+02 ± 1.2e+01 (155),2.3e-01 ± 4.2e-03 (155),1.4e+00 ± 1.1e-01 (155),6.3e+01 ± 8.1e+00 (155),7.9e+00 ± 4.8e-02 (155),8.8e-01 ± 5.7e-02 (150),,,,,,
+30 Hz,7.9e-02 ± 1.2e-02 (161),6.9e+01 ± 4.7e+00 (162),1.7e-01 ± 1.8e-03 (161),2.7e-01 ± 3.0e-02 (161),2.4e+01 ± 2.2e+00 (161),7.4e+00 ± 7.4e-02 (161),6.2e-01 ± 6.2e-02 (155),2.7e+00 ± 2.2e-01 (166),6.1e-03 ± 2.1e-04 (165),4.6e+00 ± 3.3e-01 (165),1.6e+00 ± 2.3e-01 (161),4.9e+00 ± 5.0e-01 (166),1.8e-01 ± 1.1e-02 (165)
+LMM Baseline I - 11 Hz,,"1.3e-06, 4.7e+01","4.9e-39, 5.6e-02","1.1e-09, 1.4e+00","4.4e-22, 4.2e+01","2.6e-01, 2.4e-01","1.2e-03, 2.9e-01",,,,,,
+LMM Baseline I - Baseline II,"4.5e-01, 1.7e-02","9.9e-06, 2.4e+01","1.9e-01, 6.5e-03","4.6e-01, 9.1e-02",,"1.7e-01, 8.0e-02","5.9e-01, 3.9e-02",,,,,,
+LMM Baseline I - 30 Hz,"7.6e-01, 1.1e-02","8.8e-05, 4.7e+01","2.1e-16, 5.7e-02","8.0e-11, 1.3e+00","1.7e-05, 4.2e+01","3.3e-02, 3.4e-01","1.1e-02, 2.1e-01",,,,,,
+LMM 11 Hz - Baseline II,"1.9e-32, 9.2e-02","1.1e-22, 5.5e+01","1.1e-14, 5.8e-02","2.4e-10, 1.1e+00","4.0e-03, 4.1e+01","2.1e-02, 3.9e-01","1.5e-03, 3.6e-01",,,,,,
+LMM 11 Hz - 30 Hz,"1.3e-01, 3.7e-02","8.7e-01, -1.1e+00","9.0e-01, -5.6e-04","2.9e-01, 2.2e-02","9.5e-01, 1.5e-01","6.2e-01, -9.8e-02","8.2e-01, -2.0e-02","4.3e-13, -5.4e+01","8.5e-227, -1.0e-01","1.4e-02, 1.1e+00","7.3e-04, 9.9e-01","3.6e-08, -9.0e+01","1.5e-46, -2.6e+00"
+LMM Baseline II - 30 Hz,"5.1e-01, 3.0e-02","4.8e-09, 6.0e+01","7.4e-05, 5.6e-02","5.5e-09, 1.1e+00","3.8e-07, 4.4e+01","1.5e-03, 4.6e-01","4.1e-03, 3.0e-01",,,,,,

actions/theta-rhythmicity/data/statistics/statistics_bs_not_gridcell.tex

@@ -0,0 +1,16 @@
+\begin{tabular}{llllllllllllll}
+\toprule
+{} &              Theta score &          Theta bandpower &           Theta relpower &            Theta relpeak &               Theta peak &               Theta freq &         Theta half width &           Stim bandpower &            Stim relpower &             Stim relpeak &          Stim half width &               Stim p max &            Stim strength \\
+\midrule
+Baseline I                   &  8.8e-02 ± 1.3e-02 (209) &  1.2e+02 ± 8.6e+00 (211) &  2.3e-01 ± 3.9e-03 (211) &  1.6e+00 ± 1.3e-01 (210) &  6.6e+01 ± 6.4e+00 (210) &  7.7e+00 ± 4.2e-02 (210) &  8.7e-01 ± 3.9e-02 (204) &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN \\
+11 Hz                        &  3.6e-02 ± 1.2e-02 (226) &  6.9e+01 ± 4.4e+00 (229) &  1.7e-01 ± 1.3e-03 (228) &  2.5e-01 ± 2.1e-02 (228) &  2.4e+01 ± 1.7e+00 (228) &  7.5e+00 ± 5.7e-02 (228) &  6.8e-01 ± 6.5e-02 (227) &  5.7e+01 ± 4.7e+00 (229) &  1.1e-01 ± 2.9e-03 (228) &  3.7e+00 ± 2.9e-01 (228) &  4.3e-01 ± 2.3e-02 (226) &  1.0e+02 ± 1.0e+01 (229) &  3.0e+00 ± 1.8e-01 (228) \\
+Baseline II                  &  1.0e-01 ± 1.8e-02 (155) &  1.2e+02 ± 1.2e+01 (155) &  2.3e-01 ± 4.2e-03 (155) &  1.4e+00 ± 1.1e-01 (155) &  6.3e+01 ± 8.1e+00 (155) &  7.9e+00 ± 4.8e-02 (155) &  8.8e-01 ± 5.7e-02 (150) &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN \\
+30 Hz                        &  7.9e-02 ± 1.2e-02 (161) &  6.9e+01 ± 4.7e+00 (162) &  1.7e-01 ± 1.8e-03 (161) &  2.7e-01 ± 3.0e-02 (161) &  2.4e+01 ± 2.2e+00 (161) &  7.4e+00 ± 7.4e-02 (161) &  6.2e-01 ± 6.2e-02 (155) &  2.7e+00 ± 2.2e-01 (166) &  6.1e-03 ± 2.1e-04 (165) &  4.6e+00 ± 3.3e-01 (165) &  1.6e+00 ± 2.3e-01 (161) &  4.9e+00 ± 5.0e-01 (166) &  1.8e-01 ± 1.1e-02 (165) \\
+LMM Baseline I - 11 Hz       &                      NaN &         1.3e-06, 4.7e+01 &         4.9e-39, 5.6e-02 &         1.1e-09, 1.4e+00 &         4.4e-22, 4.2e+01 &         2.6e-01, 2.4e-01 &         1.2e-03, 2.9e-01 &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN \\
+LMM Baseline I - Baseline II &         4.5e-01, 1.7e-02 &         9.9e-06, 2.4e+01 &         1.9e-01, 6.5e-03 &         4.6e-01, 9.1e-02 &                      NaN &         1.7e-01, 8.0e-02 &         5.9e-01, 3.9e-02 &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN \\
+LMM Baseline I - 30 Hz       &         7.6e-01, 1.1e-02 &         8.8e-05, 4.7e+01 &         2.1e-16, 5.7e-02 &         8.0e-11, 1.3e+00 &         1.7e-05, 4.2e+01 &         3.3e-02, 3.4e-01 &         1.1e-02, 2.1e-01 &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN \\
+LMM 11 Hz - Baseline II      &         1.9e-32, 9.2e-02 &         1.1e-22, 5.5e+01 &         1.1e-14, 5.8e-02 &         2.4e-10, 1.1e+00 &         4.0e-03, 4.1e+01 &         2.1e-02, 3.9e-01 &         1.5e-03, 3.6e-01 &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN \\
+LMM 11 Hz - 30 Hz            &         1.3e-01, 3.7e-02 &        8.7e-01, -1.1e+00 &        9.0e-01, -5.6e-04 &         2.9e-01, 2.2e-02 &         9.5e-01, 1.5e-01 &        6.2e-01, -9.8e-02 &        8.2e-01, -2.0e-02 &        4.3e-13, -5.4e+01 &       8.5e-227, -1.0e-01 &         1.4e-02, 1.1e+00 &         7.3e-04, 9.9e-01 &        3.6e-08, -9.0e+01 &        1.5e-46, -2.6e+00 \\
+LMM Baseline II - 30 Hz      &         5.1e-01, 3.0e-02 &         4.8e-09, 6.0e+01 &         7.4e-05, 5.6e-02 &         5.5e-09, 1.1e+00 &         3.8e-07, 4.4e+01 &         1.5e-03, 4.6e-01 &         4.1e-03, 3.0e-01 &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN &                      NaN \\
+\bottomrule
+\end{tabular}

actions/theta-rhythmicity/data/statistics/statistics_gridcell.csv

@@ -0,0 +1,11 @@
+,Theta score,Theta bandpower,Theta relpower,Theta relpeak,Theta peak,Theta freq,Theta half width,Stim bandpower,Stim relpower,Stim relpeak,Stim half width,Stim p max,Stim strength
+Baseline I,6.5e-02 ± 9.0e-03 (63),1.1e+02 ± 1.3e+01 (63),2.1e-01 ± 4.2e-03 (63),1.3e+00 ± 9.8e-02 (63),5.5e+01 ± 7.7e+00 (63),7.8e+00 ± 5.5e-02 (63),1.1e+00 ± 5.9e-02 (63),,,,,,
+11 Hz,2.0e-02 ± 8.5e-03 (56),6.2e+01 ± 5.9e+00 (56),1.6e-01 ± 2.3e-03 (56),1.9e-01 ± 2.3e-02 (56),2.0e+01 ± 2.0e+00 (56),7.6e+00 ± 1.3e-01 (56),8.9e-01 ± 1.8e-01 (56),4.8e+01 ± 5.9e+00 (58),1.1e-01 ± 4.7e-03 (58),3.8e+00 ± 5.0e-01 (58),4.3e-01 ± 2.7e-02 (58),7.8e+01 ± 1.3e+01 (58),3.1e+00 ± 3.1e-01 (58)
+Baseline II,9.9e-02 ± 1.3e-02 (46),1.2e+02 ± 1.3e+01 (46),2.2e-01 ± 6.4e-03 (46),1.3e+00 ± 1.3e-01 (46),5.4e+01 ± 6.2e+00 (46),8.0e+00 ± 5.0e-02 (46),1.2e+00 ± 5.4e-02 (44),,,,,,
+30 Hz,3.6e-02 ± 1.9e-02 (35),4.5e+01 ± 5.1e+00 (35),1.5e-01 ± 3.4e-03 (35),5.0e-01 ± 1.1e-01 (35),1.5e+01 ± 1.7e+00 (35),7.4e+00 ± 1.6e-01 (35),6.0e-01 ± 7.0e-02 (33),1.7e+00 ± 2.8e-01 (33),4.9e-03 ± 3.1e-04 (33),2.9e+00 ± 3.6e-01 (33),4.9e-01 ± 1.5e-01 (32),2.5e+00 ± 5.3e-01 (33),1.3e-01 ± 1.4e-02 (33)
+LMM Baseline I - 11 Hz,"5.0e-02, 4.2e-02","2.5e-02, 3.7e+01","5.3e-13, 5.8e-02","3.1e-10, 1.0e+00","2.1e-01, 2.9e+01","7.4e-01, 1.1e-01","8.1e-01, 9.4e-02",,,,,,
+LMM Baseline I - Baseline II,"4.6e-01, 1.7e-02","9.8e-01, 4.8e-01","6.8e-01, -2.2e-03","9.4e-01, -1.0e-01","3.8e-01, -9.2e+00","1.4e-01, 1.2e-01","6.7e-01, 7.2e-02",,,,,,
+LMM Baseline I - 30 Hz,,"1.7e-02, 5.9e+01","3.6e-06, 6.3e-02","8.5e-40, 8.3e-01","2.2e-06, 3.7e+01","3.1e-01, 3.4e-01","2.0e-11, 5.1e-01",,,,,,
+LMM 11 Hz - Baseline II,"9.7e-03, 8.3e-02","3.0e-02, 5.8e+01","9.3e-05, 6.6e-02","1.5e-03, 1.0e+00","2.1e-02, 3.3e+01","4.7e-01, 3.3e-01","9.8e-01, -1.5e-02",,,,,,
+LMM 11 Hz - 30 Hz,"7.4e-01, 1.7e-02","2.9e-01, -1.3e+01","4.8e-01, -5.4e-03","1.3e-01, 3.2e-01","2.9e-01, -4.2e+00","2.9e-01, -4.5e-01","4.7e-01, -5.2e-01","5.8e-04, -4.3e+01",,"6.4e-01, -3.0e-01","2.8e-01, 2.7e-01","2.2e-03, -6.5e+01","8.8e-02, -2.8e+00"
+LMM Baseline II - 30 Hz,"1.6e-03, 3.2e-02","1.1e-02, 6.1e+01","9.4e-04, 6.9e-02",,"3.8e-02, 3.8e+01","9.0e-02, 4.9e-01","5.1e-04, 7.3e-01",,,,,,

actions/theta-rhythmicity/data/statistics/statistics_gridcell.tex

@@ -0,0 +1,16 @@
+\begin{tabular}{llllllllllllll}
+\toprule
+{} &             Theta score &         Theta bandpower &          Theta relpower &           Theta relpeak &              Theta peak &              Theta freq &        Theta half width &          Stim bandpower &           Stim relpower &            Stim relpeak &         Stim half width &              Stim p max &           Stim strength \\
+\midrule
+Baseline I                   &  6.5e-02 ± 9.0e-03 (63) &  1.1e+02 ± 1.3e+01 (63) &  2.1e-01 ± 4.2e-03 (63) &  1.3e+00 ± 9.8e-02 (63) &  5.5e+01 ± 7.7e+00 (63) &  7.8e+00 ± 5.5e-02 (63) &  1.1e+00 ± 5.9e-02 (63) &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN \\
+11 Hz                        &  2.0e-02 ± 8.5e-03 (56) &  6.2e+01 ± 5.9e+00 (56) &  1.6e-01 ± 2.3e-03 (56) &  1.9e-01 ± 2.3e-02 (56) &  2.0e+01 ± 2.0e+00 (56) &  7.6e+00 ± 1.3e-01 (56) &  8.9e-01 ± 1.8e-01 (56) &  4.8e+01 ± 5.9e+00 (58) &  1.1e-01 ± 4.7e-03 (58) &  3.8e+00 ± 5.0e-01 (58) &  4.3e-01 ± 2.7e-02 (58) &  7.8e+01 ± 1.3e+01 (58) &  3.1e+00 ± 3.1e-01 (58) \\
+Baseline II                  &  9.9e-02 ± 1.3e-02 (46) &  1.2e+02 ± 1.3e+01 (46) &  2.2e-01 ± 6.4e-03 (46) &  1.3e+00 ± 1.3e-01 (46) &  5.4e+01 ± 6.2e+00 (46) &  8.0e+00 ± 5.0e-02 (46) &  1.2e+00 ± 5.4e-02 (44) &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN \\
+30 Hz                        &  3.6e-02 ± 1.9e-02 (35) &  4.5e+01 ± 5.1e+00 (35) &  1.5e-01 ± 3.4e-03 (35) &  5.0e-01 ± 1.1e-01 (35) &  1.5e+01 ± 1.7e+00 (35) &  7.4e+00 ± 1.6e-01 (35) &  6.0e-01 ± 7.0e-02 (33) &  1.7e+00 ± 2.8e-01 (33) &  4.9e-03 ± 3.1e-04 (33) &  2.9e+00 ± 3.6e-01 (33) &  4.9e-01 ± 1.5e-01 (32) &  2.5e+00 ± 5.3e-01 (33) &  1.3e-01 ± 1.4e-02 (33) \\
+LMM Baseline I - 11 Hz       &        5.0e-02, 4.2e-02 &        2.5e-02, 3.7e+01 &        5.3e-13, 5.8e-02 &        3.1e-10, 1.0e+00 &        2.1e-01, 2.9e+01 &        7.4e-01, 1.1e-01 &        8.1e-01, 9.4e-02 &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN \\
+LMM Baseline I - Baseline II &        4.6e-01, 1.7e-02 &        9.8e-01, 4.8e-01 &       6.8e-01, -2.2e-03 &       9.4e-01, -1.0e-01 &       3.8e-01, -9.2e+00 &        1.4e-01, 1.2e-01 &        6.7e-01, 7.2e-02 &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN \\
+LMM Baseline I - 30 Hz       &                     NaN &        1.7e-02, 5.9e+01 &        3.6e-06, 6.3e-02 &        8.5e-40, 8.3e-01 &        2.2e-06, 3.7e+01 &        3.1e-01, 3.4e-01 &        2.0e-11, 5.1e-01 &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN \\
+LMM 11 Hz - Baseline II      &        9.7e-03, 8.3e-02 &        3.0e-02, 5.8e+01 &        9.3e-05, 6.6e-02 &        1.5e-03, 1.0e+00 &        2.1e-02, 3.3e+01 &        4.7e-01, 3.3e-01 &       9.8e-01, -1.5e-02 &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN \\
+LMM 11 Hz - 30 Hz            &        7.4e-01, 1.7e-02 &       2.9e-01, -1.3e+01 &       4.8e-01, -5.4e-03 &        1.3e-01, 3.2e-01 &       2.9e-01, -4.2e+00 &       2.9e-01, -4.5e-01 &       4.7e-01, -5.2e-01 &       5.8e-04, -4.3e+01 &                     NaN &       6.4e-01, -3.0e-01 &        2.8e-01, 2.7e-01 &       2.2e-03, -6.5e+01 &       8.8e-02, -2.8e+00 \\
+LMM Baseline II - 30 Hz      &        1.6e-03, 3.2e-02 &        1.1e-02, 6.1e+01 &        9.4e-04, 6.9e-02 &                     NaN &        3.8e-02, 3.8e+01 &        9.0e-02, 4.9e-01 &        5.1e-04, 7.3e-01 &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN \\
+\bottomrule
+\end{tabular}

actions/theta-rhythmicity/data/statistics/statistics_ns_inhibited.csv

@@ -0,0 +1,11 @@
+,Theta score,Theta bandpower,Theta relpower,Theta relpeak,Theta peak,Theta freq,Theta half width,Stim bandpower,Stim relpower,Stim relpeak,Stim half width,Stim p max,Stim strength
+Baseline I,1.5e-01 ± 3.0e-02 (12),3.5e+02 ± 5.7e+01 (12),3.1e-01 ± 2.9e-02 (12),4.5e+00 ± 9.7e-01 (12),2.4e+02 ± 5.1e+01 (12),7.8e+00 ± 7.4e-02 (12),8.5e-01 ± 6.8e-02 (12),,,,,,
+11 Hz,9.1e-02 ± 1.9e-02 (25),9.1e+01 ± 1.4e+01 (25),1.7e-01 ± 4.4e-03 (25),2.2e-01 ± 2.5e-02 (25),2.9e+01 ± 4.5e+00 (25),7.8e+00 ± 1.7e-01 (25),7.5e-01 ± 2.3e-01 (25),9.1e+01 ± 2.1e+01 (25),1.4e-01 ± 9.5e-03 (25),6.4e+00 ± 1.2e+00 (25),3.3e-01 ± 1.8e-03 (25),1.9e+02 ± 5.3e+01 (25),4.7e+00 ± 6.6e-01 (25)
+Baseline II,1.9e-01 ± 3.8e-02 (17),4.1e+02 ± 6.8e+01 (17),3.2e-01 ± 2.6e-02 (17),4.5e+00 ± 8.2e-01 (17),2.8e+02 ± 5.7e+01 (17),8.0e+00 ± 4.1e-02 (17),9.5e-01 ± 3.9e-02 (17),,,,,,
+30 Hz,5.1e-02 ± 2.6e-02 (32),1.0e+02 ± 8.3e+00 (32),1.8e-01 ± 3.8e-03 (32),3.0e-01 ± 4.9e-02 (32),3.4e+01 ± 3.0e+00 (32),7.6e+00 ± 1.8e-01 (32),6.4e-01 ± 6.6e-02 (32),4.3e+00 ± 5.8e-01 (32),6.9e-03 ± 5.6e-04 (32),5.5e+00 ± 8.2e-01 (32),1.1e+00 ± 3.7e-01 (32),8.0e+00 ± 1.5e+00 (32),2.2e-01 ± 3.1e-02 (32)
+LMM Baseline I - 11 Hz,"2.1e-02, 6.5e-02","1.6e-04, 2.6e+02","6.6e-04, 1.4e-01","1.8e-02, 4.4e+00","1.7e-03, 2.2e+02","5.7e-02, -3.5e-01","7.9e-01, 6.7e-02",,,,,,
+LMM Baseline I - Baseline II,"3.7e-02, 5.7e-02","5.3e-02, 1.3e+02",,"6.9e-01, 8.3e-01","1.7e-01, 8.2e+01","2.1e-06, 1.6e-01","1.2e-01, 1.5e-01",,,,,,
+LMM Baseline I - 30 Hz,"5.3e-04, 1.1e-01","2.1e-04, 2.5e+02","7.3e-04, 1.3e-01","2.2e-03, 4.3e+00","1.2e-03, 2.2e+02",,"2.3e-01, 1.6e-01",,,,,,
+LMM 11 Hz - Baseline II,"3.1e-01, 1.0e-01","1.7e-07, 4.0e+02","3.6e-04, 1.6e-01","6.3e-04, 4.9e+00",,"9.0e-01, 3.1e-02","5.7e-01, 1.4e-01",,,,,,
+LMM 11 Hz - 30 Hz,"1.2e-01, -4.9e-02","8.9e-01, 2.4e+00","7.8e-01, -2.7e-03","9.6e-01, -4.3e-03","7.5e-01, 1.9e+00","7.3e-01, -1.3e-01","8.5e-01, -4.3e-02","1.9e-02, -9.1e+01","4.6e-14, -1.3e-01","7.4e-01, -8.3e-01","7.9e-01, 1.2e-01","7.0e-02, -1.9e+02","2.0e-04, -4.7e+00"
+LMM Baseline II - 30 Hz,"3.5e-03, 1.5e-01","7.1e-09, 3.8e+02","8.0e-04, 1.5e-01","2.9e-04, 4.6e+00","2.2e-02, 2.9e+02",,"3.2e-02, 2.7e-01",,,,,,

actions/theta-rhythmicity/data/statistics/statistics_ns_inhibited.tex

@@ -0,0 +1,16 @@
+\begin{tabular}{llllllllllllll}
+\toprule
+{} &             Theta score &         Theta bandpower &          Theta relpower &           Theta relpeak &              Theta peak &              Theta freq &        Theta half width &          Stim bandpower &           Stim relpower &            Stim relpeak &         Stim half width &              Stim p max &           Stim strength \\
+\midrule
+Baseline I                   &  1.5e-01 ± 3.0e-02 (12) &  3.5e+02 ± 5.7e+01 (12) &  3.1e-01 ± 2.9e-02 (12) &  4.5e+00 ± 9.7e-01 (12) &  2.4e+02 ± 5.1e+01 (12) &  7.8e+00 ± 7.4e-02 (12) &  8.5e-01 ± 6.8e-02 (12) &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN \\
+11 Hz                        &  9.1e-02 ± 1.9e-02 (25) &  9.1e+01 ± 1.4e+01 (25) &  1.7e-01 ± 4.4e-03 (25) &  2.2e-01 ± 2.5e-02 (25) &  2.9e+01 ± 4.5e+00 (25) &  7.8e+00 ± 1.7e-01 (25) &  7.5e-01 ± 2.3e-01 (25) &  9.1e+01 ± 2.1e+01 (25) &  1.4e-01 ± 9.5e-03 (25) &  6.4e+00 ± 1.2e+00 (25) &  3.3e-01 ± 1.8e-03 (25) &  1.9e+02 ± 5.3e+01 (25) &  4.7e+00 ± 6.6e-01 (25) \\
+Baseline II                  &  1.9e-01 ± 3.8e-02 (17) &  4.1e+02 ± 6.8e+01 (17) &  3.2e-01 ± 2.6e-02 (17) &  4.5e+00 ± 8.2e-01 (17) &  2.8e+02 ± 5.7e+01 (17) &  8.0e+00 ± 4.1e-02 (17) &  9.5e-01 ± 3.9e-02 (17) &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN \\
+30 Hz                        &  5.1e-02 ± 2.6e-02 (32) &  1.0e+02 ± 8.3e+00 (32) &  1.8e-01 ± 3.8e-03 (32) &  3.0e-01 ± 4.9e-02 (32) &  3.4e+01 ± 3.0e+00 (32) &  7.6e+00 ± 1.8e-01 (32) &  6.4e-01 ± 6.6e-02 (32) &  4.3e+00 ± 5.8e-01 (32) &  6.9e-03 ± 5.6e-04 (32) &  5.5e+00 ± 8.2e-01 (32) &  1.1e+00 ± 3.7e-01 (32) &  8.0e+00 ± 1.5e+00 (32) &  2.2e-01 ± 3.1e-02 (32) \\
+LMM Baseline I - 11 Hz       &        2.1e-02, 6.5e-02 &        1.6e-04, 2.6e+02 &        6.6e-04, 1.4e-01 &        1.8e-02, 4.4e+00 &        1.7e-03, 2.2e+02 &       5.7e-02, -3.5e-01 &        7.9e-01, 6.7e-02 &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN \\
+LMM Baseline I - Baseline II &        3.7e-02, 5.7e-02 &        5.3e-02, 1.3e+02 &                     NaN &        6.9e-01, 8.3e-01 &        1.7e-01, 8.2e+01 &        2.1e-06, 1.6e-01 &        1.2e-01, 1.5e-01 &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN \\
+LMM Baseline I - 30 Hz       &        5.3e-04, 1.1e-01 &        2.1e-04, 2.5e+02 &        7.3e-04, 1.3e-01 &        2.2e-03, 4.3e+00 &        1.2e-03, 2.2e+02 &                     NaN &        2.3e-01, 1.6e-01 &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN \\
+LMM 11 Hz - Baseline II      &        3.1e-01, 1.0e-01 &        1.7e-07, 4.0e+02 &        3.6e-04, 1.6e-01 &        6.3e-04, 4.9e+00 &                     NaN &        9.0e-01, 3.1e-02 &        5.7e-01, 1.4e-01 &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN \\
+LMM 11 Hz - 30 Hz            &       1.2e-01, -4.9e-02 &        8.9e-01, 2.4e+00 &       7.8e-01, -2.7e-03 &       9.6e-01, -4.3e-03 &        7.5e-01, 1.9e+00 &       7.3e-01, -1.3e-01 &       8.5e-01, -4.3e-02 &       1.9e-02, -9.1e+01 &       4.6e-14, -1.3e-01 &       7.4e-01, -8.3e-01 &        7.9e-01, 1.2e-01 &       7.0e-02, -1.9e+02 &       2.0e-04, -4.7e+00 \\
+LMM Baseline II - 30 Hz      &        3.5e-03, 1.5e-01 &        7.1e-09, 3.8e+02 &        8.0e-04, 1.5e-01 &        2.9e-04, 4.6e+00 &        2.2e-02, 2.9e+02 &                     NaN &        3.2e-02, 2.7e-01 &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN &                     NaN \\
+\bottomrule
+\end{tabular}