Table 1.

Generalized linear mixed models Equations 1–12

VariableCoded asGLMM seriesDependent variableFigureBeta Coeff.P value
dist_mm∼sex×state+(state|mouseID),
(state|mouseID)RandomEuclideandist_mm1e10.426323.52 × 10−11
SexCategoricalEuclideandist_mm1e2.6684320.012418
StateCategoricalEuclideandist_mm1e4.4793420.000118
Sex × stateInteractionEuclideandist_mm1e−1.636850.112654
mahalanobis∼state+(state|mouseID),
(state|mouseID)RandomMahalanobismahalanobis1g42.470321.27 × 10−29
StateCategoricalMahalanobismahalanobis1g6.1322012.03 × 10−6
center_dist_mm∼sextimesstate+(state|mouseID),
(state|mouseID)RandomDistance From Centercent_dist_mm1i24.757771.70 × 10−21
SexCategoricalDistance From Centercent_dist_mm1i0.2995440.766587
StateCategoricalDistance From Centercent_dist_mm1i−4.725465.15 × 10−5
Sex × stateInteractionDistance From Centercent_dist_mm1i0.7671970.448969
dist_mm∼reward+(reward|mouseID)+(state|mouseID)+sextimesstate,
(state|mouseID)RandomEuclideandist_mm2a,b11.74351.04 × 10−12
SexCategoricalEuclideandist_mm2b2.7793540.009519
StateCategoricalEuclideandist_mm2a−0.302980.764276
RewardCategoricalEuclideandist_mm2a,b−6.961199.88 × 10−8
Sex × stateInteractionEuclideandist_mm2a,b−2.171840.038554
mahalanobis∼reward+state+(state|mouseID)+(reward|mouseID),
(reward|mouseID)RandomMahalanobismahalanobis2c,d29.751933.78 × 10−38
StateCategoricalMahalanobismahalanobis2c4.3836630.000181
RewardCategoricalMahalanobismahalanobis2c,d−4.010220.000364
loc_dist2_lastLoc∼statetimessextimes(1|mouseID),
(1|mouseID)RandomLocal centroid distanceloc_dist2_lastLoc3g10.738841.18 × 10−11
SexCategoricalLocal centroid distanceloc_dist2_lastLoc3g−0.011490.99088
StateCategoricalLocal centroid distanceloc_dist2_lastLoc3g8.9642874.03 × 10−19
State × sexInteractionLocal centroid distanceloc_dist2_lastLoc3g2.0783140.03772
contour_area∼statetimessex+(1|mouseID),
(1|mouseID)RandomAverage Bout Areacontour_area3d5.0587011.95 × 10−5
SexCategoricalAverage Bout Areacontour_area3d4.7310834.57 × 10−5
StateCategoricalAverage Bout Areacontour_area3d−2.6610.00781
State × sexInteractionAverage Bout Areacontour_area3d−2.875230.004051
contour_perimeter∼statetimessex×+(1|mouseID),
(1|mouseID)RandomAverage Bout Perimetercontour_perimeter3e13.831091.05 × 10−14
SexCategoricalAverage Bout Perimetercontour_perimeter3e3.6434660.000928
StateCategoricalAverage Bout Perimetercontour_perimeter3e−7.160558.93 × 10−13
State × sexInteractionAverage Bout Perimetercontour_perimeter3e−1.535370.124742
RT∼(state|mouseID)+state+sex,
(state|mouseID)RandomResponse LatencyRT1k8.7310391.23 × 10−9
SexCategoricalResponse LatencyRT1k3.8915230.000528
StateCategoricalResponse LatencyRT1k4.543628.54 × 10−5
distance∼alpha+sex+(1|mouseID),
(1|mouseID)RandomLearning RatealphaN/A11.520811.76 × 10−14
SexCategoricalLearning RatealphaN/A2.5121880.017736
AlphaContinuousLearning RatealphaN/A−2.010350.045508
num_explore∼sex+(1|mouseID),
(1|mouseID)RandomBout numbernum_explore3b12.129886.87 × 10−13
SexCategoricalBout numbernum_explore3b−2.17840.037647
num_exploit∼sex+(1|mouseID),
(1|mouseID)RandomBout numbernum_exploit3b10.750281.23 × 10−11
SexCategoricalBout numbernum_exploit3b−2.367330.024802

  • Table including equations, variables, figure references, beta coefficients, and p values for all included statistics.