OLS Update with individual fixed effect

Top Common Before & After

• Tipping Before Guard

summary(peer_ols_AvgTip_top_common_2weeks_withmanagers_update_beforeguard)$coefficients

                      Estimate  Std. Error   t value     Pr(>|t|)
toptargetAvgTip     0.01119303 0.001835291  6.098781 1.069550e-09
commontargetAvgTip -0.02446005 0.002750610 -8.892591 5.988343e-19

• Tipping After Guard

summary(peer_ols_AvgTip_top_common_2weeks_withmanagers_update_afterguard)$coefficients

                        Estimate   Std. Error    t value     Pr(>|t|)
toptargetAvgTip    -0.0008096056 0.0009001521 -0.8994098 3.684345e-01
commontargetAvgTip  0.0063079573 0.0011395016  5.5357160 3.099972e-08

• Stealcnt Before Guard

summary(peer_ols_stealcnt_top_common_2weeks_withmanagers_update_beforeguard)$coefficients

                                        Estimate  Std. Error   t value   Pr(>|t|)
log(toptargetTotalStealCount + 1)    -0.01283264 0.008902737 -1.441426 0.14946500
log(commontargetTotalStealCount + 1) -0.02869437 0.012167232 -2.358332 0.01835765

• Stealcnt After Guard

summary(peer_ols_stealcnt_top_common_2weeks_withmanagers_update_afterguard)$coefficients

                                        Estimate  Std. Error   t value     Pr(>|t|)
log(toptargetTotalStealCount + 1)    -0.03051376 0.001975952 -15.44256 8.526712e-54
log(commontargetTotalStealCount + 1) -0.04387314 0.002519685 -17.41215 6.748474e-68

• Stealamt Before Guard

summary(peer_ols_stealamt_top_common_2weeks_withmanagers_update_beforeguard)$coefficients

                                        Estimate Std. Error   t value    Pr(>|t|)
log(toptargetTotalStealAmount + 1)    -0.3514566  0.1181749 -2.974039 0.002939213
log(commontargetTotalStealAmount + 1) -0.2423280  0.1377196 -1.759575 0.078480397

• Stealamt After Guard

summary(peer_ols_stealamt_top_common_2weeks_withmanagers_update_afterguard)$coefficients

                                         Estimate Std. Error    t value     Pr(>|t|)
log(toptargetTotalStealAmount + 1)    -0.20995516 0.01415316 -14.834512 8.816291e-50
log(commontargetTotalStealAmount + 1) -0.06670231 0.01505933  -4.429301 9.454379e-06

Star VS Normal in Tip OLS

• Tipping

summary(peer_ols_AvgTip_star_normal_in_tip_withmanagers_update)$coefficients

                       Estimate  Std. Error   t value     Pr(>|t|)
startargetAvgTip   -0.002007107 0.000459154 -4.371316 1.235033e-05
normaltargetAvgTip  0.011394154 0.001692405  6.732520 1.667742e-11

• Tipping Before Guard

summary(peer_ols_AvgTip_star_normal_in_tip_withmanagers_update_beforeguard)$coefficients

                        Estimate  Std. Error   t value  Pr(>|t|)
startargetAvgTip   -0.0007652771 0.001060978 -0.721294 0.4707289
normaltargetAvgTip  0.0054802425 0.003952199  1.386631 0.1655547

• Tipping After Guard

summary(peer_ols_AvgTip_star_normal_in_tip_withmanagers_update_afterguard)$coefficients

                     Estimate   Std. Error  t value     Pr(>|t|)
startargetAvgTip   0.00582948 0.0004842996 12.03693 2.276825e-33
normaltargetAvgTip 0.01549182 0.0012272198 12.62351 1.570378e-36

• Stealcnt

summary(peer_ols_stealcnt_star_normal_in_tip_withmanagers_update)$coefficients

                                        Estimate  Std. Error    t value
log(startargetTotalStealCnt + 1)   -0.0003293075 0.002873902 -0.1145855
log(normaltargetTotalStealCnt + 1) -0.0242771404 0.002453812 -9.8936433
                                       Pr(>|t|)
log(startargetTotalStealCnt + 1)   9.087737e-01
log(normaltargetTotalStealCnt + 1) 4.438888e-23

• Stealcnt Before Guard

summary(peer_ols_stealcnt_star_normal_in_tip_withmanagers_update_beforeguard)$coefficients

                                      Estimate  Std. Error   t value     Pr(>|t|)
log(startargetTotalStealCnt + 1)    0.01708757 0.010857505  1.573803 1.155335e-01
log(normaltargetTotalStealCnt + 1) -0.06430587 0.009718573 -6.616802 3.673185e-11

• Stealcnt After Guard

summary(peer_ols_stealcnt_star_normal_in_tip_withmanagers_update_afterguard)$coefficients

                                      Estimate  Std. Error    t value
log(startargetTotalStealCnt + 1)   -0.01416089 0.002439339  -5.805216
log(normaltargetTotalStealCnt + 1) -0.03548624 0.002066585 -17.171441
                                       Pr(>|t|)
log(startargetTotalStealCnt + 1)   6.428993e-09
log(normaltargetTotalStealCnt + 1) 4.378312e-66

• Stealamt

summary(peer_ols_stealamt_star_normal_in_tip_withmanagers_update)$coefficients

                                         Estimate Std. Error    t value
log(startargetTotalStealAmount + 1)   -0.02998823 0.03937948 -0.7615193
log(normaltargetTotalStealAmount + 1) -0.10126809 0.02616867 -3.8698226
                                          Pr(>|t|)
log(startargetTotalStealAmount + 1)   0.4463470269
log(normaltargetTotalStealAmount + 1) 0.0001089165

• Stealamt Before Guard

summary(peer_ols_stealamt_star_normal_in_tip_withmanagers_update_beforeguard)$coefficients

                                        Estimate Std. Error   t value
log(startargetTotalStealAmount + 1)   -0.2755067  0.1669024 -1.650705
log(normaltargetTotalStealAmount + 1) -0.3597150  0.1104388 -3.257142
                                         Pr(>|t|)
log(startargetTotalStealAmount + 1)   0.098799186
log(normaltargetTotalStealAmount + 1) 0.001125454

• Stealamt After Guard

summary(peer_ols_stealamt_star_normal_in_tip_withmanagers_update_afterguard)$coefficients

                                         Estimate Std. Error      t value
log(startargetTotalStealAmount + 1)    0.00114095 0.01970906   0.05788963
log(normaltargetTotalStealAmount + 1) -0.13194068 0.01317145 -10.01717536
                                          Pr(>|t|)
log(startargetTotalStealAmount + 1)   9.538365e-01
log(normaltargetTotalStealAmount + 1) 1.282270e-23

Star VS Normal in Steal OLS

• Tipping

summary(peer_ols_AvgTip_star_normal_in_stealcnt_withmanagers_update)$coefficients

                       Estimate   Std. Error   t value     Pr(>|t|)
startargetAvgTip   -0.004002011 0.0006591231 -6.071720 1.265599e-09
normaltargetAvgTip -0.006744944 0.0011258568 -5.990943 2.086477e-09

• Tipping Before Guard

summary(peer_ols_AvgTip_star_normal_in_stealcnt_withmanagers_update_beforeguard)$coefficients

                      Estimate  Std. Error   t value     Pr(>|t|)
startargetAvgTip    0.01284813 0.001780584  7.215686 5.371940e-13
normaltargetAvgTip -0.02280600 0.002492768 -9.148869 5.768742e-20

• Tipping After Guard

summary(peer_ols_AvgTip_star_normal_in_stealcnt_withmanagers_update_afterguard)$coefficients

                      Estimate   Std. Error   t value     Pr(>|t|)
startargetAvgTip   0.009147259 0.0007797018 11.731740 8.778555e-32
normaltargetAvgTip 0.004333941 0.0009095109  4.765133 1.887383e-06

• Stealcnt

summary(peer_ols_stealcnt_star_normal_in_stealcnt_withmanagers_update)$coefficients

                                       Estimate  Std. Error    t value
log(startargetTotalStealCnt + 1)   -0.016989117 0.001721268 -9.8701177
log(normaltargetTotalStealCnt + 1)  0.002101216 0.003698151  0.5681801
                                       Pr(>|t|)
log(startargetTotalStealCnt + 1)   5.613692e-23
log(normaltargetTotalStealCnt + 1) 5.699127e-01

• Stealcnt Before Guard

summary(peer_ols_stealcnt_star_normal_in_stealcnt_withmanagers_update_beforeguard)$coefficients

                                      Estimate  Std. Error   t value
log(startargetTotalStealCnt + 1)   -0.03803199 0.006212819 -6.121535
log(normaltargetTotalStealCnt + 1)  0.07410601 0.015712717  4.716307
                                       Pr(>|t|)
log(startargetTotalStealCnt + 1)   9.272943e-10
log(normaltargetTotalStealCnt + 1) 2.402118e-06

• Stealcnt After Guard

summary(peer_ols_stealcnt_star_normal_in_stealcnt_withmanagers_update_afterguard)$coefficients

                                      Estimate  Std. Error    t value
log(startargetTotalStealCnt + 1)   -0.02380787 0.001491094 -15.966709
log(normaltargetTotalStealCnt + 1) -0.01905798 0.003065515  -6.216894
                                       Pr(>|t|)
log(startargetTotalStealCnt + 1)   2.192385e-57
log(normaltargetTotalStealCnt + 1) 5.071626e-10

• Stealamt

summary(peer_ols_stealamt_star_normal_in_stealcnt_withmanagers_update)$coefficients

                                         Estimate Std. Error   t value
log(startargetTotalStealAmount + 1)   -0.15589325 0.02437997 -6.394316
log(normaltargetTotalStealAmount + 1)  0.03158858 0.03146228  1.004015
                                          Pr(>|t|)
log(startargetTotalStealAmount + 1)   1.612872e-10
log(normaltargetTotalStealAmount + 1) 3.153717e-01

• Stealamt Before Guard

summary(peer_ols_stealamt_star_normal_in_stealcnt_withmanagers_update_beforeguard)$coefficients

                                        Estimate Std. Error   t value
log(startargetTotalStealAmount + 1)   -0.4139609 0.09524611 -4.346224
log(normaltargetTotalStealAmount + 1)  0.1548867 0.13353087  1.159932
                                          Pr(>|t|)
log(startargetTotalStealAmount + 1)   1.385217e-05
log(normaltargetTotalStealAmount + 1) 2.460771e-01

• Stealamt After Guard

summary(peer_ols_stealamt_star_normal_in_stealcnt_withmanagers_update_afterguard)$coefficients

                                         Estimate Std. Error   t value
log(startargetTotalStealAmount + 1)   -0.07807046 0.01274206 -6.126990
log(normaltargetTotalStealAmount + 1) -0.08349274 0.01586519 -5.262638
                                          Pr(>|t|)
log(startargetTotalStealAmount + 1)   8.956898e-10
log(normaltargetTotalStealAmount + 1) 1.420135e-07