Report on Peer effect

Peer Effect in Strong Connection stores

peer_effect_AvgTip_lag_strong[2]

avg_lag_peerAvgTip 
        0.04719067 

peer_effect_stealamt_lag_strong[2]

avg_lag_peerTotalStealAmount 
                 -0.02529753 

peer_effect_stealcnt_lag_strong[2]

avg_lag_peerTotalStealCnt 
               0.04424686 

Peer Effect in Weak connection stores

peer_effect_AvgTip_lag_weak[2]

avg_lag_peerAvgTip 
        0.02233244 

peer_effect_stealamt_lag_weak[2]

avg_lag_peerTotalStealAmount 
                 -0.01245271 

peer_effect_stealcnt_lag_weak[2]

avg_lag_peerTotalStealCnt 
               0.01322256 

Peer effect of star tipping employees & normal tipping employees

 peer_effect_AvgTip_lag_star_tip$coefficients[2:3,1:2]

                              Estimate   Std. Error
avg_lag_peerAvgTip_normal -0.012682567 0.0026366186
avg_lag_peerAvgTip_star    0.001269753 0.0003333836

peer_effect_stealcnt_lag_star_tip$coefficients[2:3,1:2]

                                   Estimate  Std. Error
avg_lag_peerTotalStealCnt_star   0.01356233 0.001437181
avg_lag_peerTotalStealCnt_normal 0.01245776 0.001874040

peer_effect_stealamt_lag_star_tip$coefficients[2:3,1:2]

                                        Estimate  Std. Error
avg_lag_peerTotalStealAmount_star   -0.001297701 0.001228328
avg_lag_peerTotalStealAmount_normal -0.033050237 0.001518052

Peer effect of star stealing employees & normal stealing employees(by stealing cnt)

peer_effect_AvgTip_lag_star_stealcnt$coefficients[2:3,1:2]

                            Estimate  Std. Error
avg_lag_peerAvgTip_star   0.04732100 0.001494815
avg_lag_peerAvgTip_normal 0.02244665 0.001563827

peer_effect_stealcnt_lag_star_stealcnt$coefficients[2:3,1:2]

                                   Estimate   Std. Error
avg_lag_peerTotalStealCnt_star   0.00357310 0.0003313246
avg_lag_peerTotalStealCnt_normal 0.05424712 0.0024333600

peer_effect_stealamt_lag_star_stealcnt$coefficients[2:3,1:2]

                                        Estimate   Std. Error
avg_lag_peerTotalStealAmount_star   -0.002348424 0.0007267742
avg_lag_peerTotalStealAmount_normal -0.079557393 0.0019679266

Peer effect of star stealing employees & normal stealing employees(by stealing amt)

peer_effect_AvgTip_lag_star_stealamt$coefficients[2:3,1:2]

                             Estimate  Std. Error
avg_lag_peerAvgTip_normal 0.020642087 0.001256735
avg_lag_peerAvgTip_star   0.007218573 0.000479761

peer_effect_stealcnt_lag_star_stealamt$coefficients[2:3,1:2]

                                    Estimate   Std. Error
avg_lag_peerTotalStealCnt_star   0.002268362 0.0003708502
avg_lag_peerTotalStealCnt_normal 0.047842579 0.0019344308

peer_effect_stealamt_lag_star_stealamt$coefficients[2:3,1:2]

                                        Estimate   Std. Error
avg_lag_peerTotalStealAmount_star    0.001444932 0.0003530456
avg_lag_peerTotalStealAmount_normal -0.018311358 0.0043149071

Peer effect of different time period: first 60 days

peer_effect_AvgTip_lag_first60$coefficients[2,1:2]

   Estimate  Std. Error 
0.024781506 0.001529812 

peer_effect_stealcnt_lag_first60$coefficients[2,1:2]

   Estimate  Std. Error 
0.027097061 0.001150654 

peer_effect_stealamt_lag_first60$coefficients[2,1:2]

    Estimate   Std. Error 
0.0009966640 0.0007770272 

Peer effect of different time period: 60-120

peer_effect_AvgTip_lag_60_120$coefficients[2,1:2]

   Estimate  Std. Error 
0.032952540 0.001756154 

peer_effect_stealcnt_lag_60_120$coefficients[2,1:2]

   Estimate  Std. Error 
0.021380810 0.001947822 

peer_effect_stealamt_lag_60_120$coefficients[2,1:2]

    Estimate   Std. Error 
-0.006571182  0.001360032 

Peer effect of different time period: over120

peer_effect_AvgTip_lag_over120$coefficients[2,1:2]

   Estimate  Std. Error 
0.034382038 0.002077215 

peer_effect_stealcnt_lag_over120$coefficients[2,1:2]

   Estimate  Std. Error 
0.009279575 0.001718865 

peer_effect_stealamt_lag_over120$coefficients[2,1:2]

    Estimate   Std. Error 
-0.057815495  0.001770759 

Peer effect before restaurant gaurd

peer_effect_AvgTip_lag_before_guard$coefficients[2,1:2]

   Estimate  Std. Error 
0.027269965 0.002605395 

peer_effect_stealcnt_lag_before_guard$coefficients[2,1:2]

   Estimate  Std. Error 
0.008177642 0.001980625 

peer_effect_stealamt_lag_before_guard$coefficients[2,1:2]

    Estimate   Std. Error 
-0.050179558  0.002015984 

Peer effect after restaurant guard

peer_effect_AvgTip_lag_after_guard$coefficients[2,1:2]

    Estimate   Std. Error 
0.0382979137 0.0009237867 

peer_effect_stealcnt_lag_after_guard$coefficients[2,1:2]

    Estimate   Std. Error 
0.0264915508 0.0008442175 

peer_effect_stealamt_lag_after_guard$coefficients[2,1:2]

     Estimate    Std. Error 
-0.0104057225  0.0007566844