
Call:
matchit(formula = FA_Group ~ FIRST_CALL_START + AGE_AT_START + 
    MDN_CTO + MDN_TRS + Unpaid_DD_bin + OD_Charges_bin + CNTRY_IMD_RANK_AT_START + 
    AVG_CREDIT_SCORE + CREDIT_SCORE_12M + AVG_Unpaid_DD + AVG_OD_Charges + 
    AVG_LOAN_BL + AVG_SAVINGS_BL + AVG_PLANNED_OD + Savings_bin + 
    Loan_bin + Planned_OD_bin, data = Combined_data, method = "nearest", 
    distance = "glm", replace = FALSE, caliper = 0.01, ratio = 3)

Summary of Balance for All Data:
                        Means Treated Means Control Std. Mean Diff. Var. Ratio eCDF Mean eCDF Max
distance                       0.2132        0.0557          0.8892     4.7089    0.3348   0.5256
FIRST_CALL_START           19539.6495    19519.0799          0.0624     0.9950    0.0161   0.0305
AGE_AT_START                  37.7236       39.4811         -0.1476     0.9286    0.0255   0.0578
MDN_CTO                     2750.2237     2821.5352         -0.0344     0.6382    0.0097   0.0213
MDN_TRS                       86.6200       64.6047          0.3967     1.9499    0.0590   0.1970
Unpaid_DD_bin                  0.6523        0.2478          0.8495          .    0.4045   0.4045
OD_Charges_bin                 0.5439        0.1290          0.8331          .    0.4150   0.4150
CNTRY_IMD_RANK_AT_START    12333.8043    13320.8761         -0.1022     0.9522    0.0302   0.0454
AVG_CREDIT_SCORE             769.5178      928.0243         -0.7233     1.2756    0.1800   0.3511
CREDIT_SCORE_12M             791.6705      928.7667         -0.5960     1.3190    0.1220   0.2983
AVG_Unpaid_DD                  1.0834        0.2734          0.5521     3.3479    0.1093   0.4136
AVG_OD_Charges                 9.8701        2.1689          0.6305     3.1758    0.2078   0.4150
AVG_LOAN_BL                -1143.8137     -546.5345         -0.1622     2.2509    0.0444   0.0773
AVG_SAVINGS_BL              2395.7434     4254.0888         -0.0985     0.5233    0.0638   0.2478
AVG_PLANNED_OD            -15565.8902    -3023.6739         -0.5416     5.3375    0.3698   0.4771
Savings_bin                    0.6987        0.4511          0.5398          .    0.2476   0.2476
Loan_bin                       0.1684        0.0918          0.2045          .    0.0765   0.0765
Planned_OD_bin                 0.7925        0.3561          1.0760          .    0.4364   0.4364

Summary of Balance for Matched Data:
                        Means Treated Means Control Std. Mean Diff. Var. Ratio eCDF Mean eCDF Max Std. Pair Dist.
distance                       0.1969        0.1968          0.0004     1.0013    0.0000   0.0014          0.0005
FIRST_CALL_START           19538.3440    19545.2875         -0.0211     1.0209    0.0055   0.0167          1.1427
AGE_AT_START                  37.7691       37.8579         -0.0075     1.2585    0.0148   0.0388          1.0628
MDN_CTO                     2736.0986     2739.3459         -0.0016     1.4168    0.0210   0.0448          0.8578
MDN_TRS                       85.2746       85.0008          0.0049     1.3469    0.0140   0.0579          0.8686
Unpaid_DD_bin                  0.6404        0.6486         -0.0174          .    0.0083   0.0083          0.6414
OD_Charges_bin                 0.5283        0.5296         -0.0027          .    0.0014   0.0014          0.4756
CNTRY_IMD_RANK_AT_START    12329.9265    12147.7189          0.0189     0.9936    0.0068   0.0190          1.1218
AVG_CREDIT_SCORE             777.7140      768.1476          0.0437     0.9003    0.0155   0.0384          0.9623
CREDIT_SCORE_12M             797.4974      786.5365          0.0477     0.9571    0.0098   0.0235          1.0171
AVG_Unpaid_DD                  1.0145        1.0222         -0.0052     0.8306    0.0068   0.0302          0.6258
AVG_OD_Charges                 9.5312        9.6936         -0.0133     1.0491    0.0118   0.0280          0.6667
AVG_LOAN_BL                -1070.3970    -1094.5316          0.0066     0.9086    0.0033   0.0079          0.4983
AVG_SAVINGS_BL              2461.0101     2401.4531          0.0032     1.6001    0.0139   0.0347          0.2498
AVG_PLANNED_OD            -13818.0883   -13663.9756         -0.0067     0.7967    0.0379   0.0676          0.5260
Savings_bin                    0.6898        0.6829          0.0150          .    0.0069   0.0069          0.8423
Loan_bin                       0.1646        0.1663         -0.0046          .    0.0017   0.0017          0.6965
Planned_OD_bin                 0.7843        0.7816          0.0067          .    0.0027   0.0027          0.4623

Sample Sizes:
               Control Treated
All           76083.      5387
Matched (ESS) 11563.31    5183
Matched       13430.      5183
Unmatched     62653.       204
Discarded         0.         0

