AGE DISTRIBUTIONS ALL PATIENTS =================================================================== All Providers vs Individual Provider Total Patients This tests if the proividers have a distribution of patients consistent with the overall distribution of the practice ------------------------------------------------------------------- *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE_all.dat 1 518 1.900E+01 9.500E+01 AGE_KC_all.dat 1 119 1.900E+01 9.300E+01 N1,N2,V,P(V),CL 119 518 1.405E-01 2.639E-01 7.361E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE_all.dat 1 518 1.900E+01 9.500E+01 AGE_AL_all.dat 1 93 3.200E+01 9.400E+01 N1,N2,V,P(V),CL 93 518 1.598E-01 2.234E-01 7.766E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE_all.dat 1 518 1.900E+01 9.500E+01 AGE_JW_all.dat 1 86 2.300E+01 9.500E+01 N1,N2,V,P(V),CL 86 518 1.721E-01 1.701E-01 8.299E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE_all.dat 1 518 1.900E+01 9.500E+01 AGE_SM_all.dat 1 74 3.700E+01 8.900E+01 N1,N2,V,P(V),CL 74 518 1.467E-01 5.233E-01 4.767E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE_all.dat 1 518 1.900E+01 9.500E+01 AGE_BM_all.dat 1 146 3.500E+01 9.500E+01 N1,N2,V,P(V),CL 146 518 1.166E-01 4.398E-01 5.602E+01% =================================================================== Individual Provider vs Individual Provider Total Patients This tests if the providers have equivalent distributions of patients ------------------------------------------------------------------- *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE_KC_all.dat 1 119 1.900E+01 9.300E+01 AGE_AL_all.dat 1 93 3.200E+01 9.400E+01 N1,N2,V,P(V),CL 93 119 2.150E-01 1.140E-01 8.860E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE_KC_all.dat 1 119 1.900E+01 9.300E+01 AGE_JW_all.dat 1 86 2.300E+01 9.500E+01 N1,N2,V,P(V),CL 86 119 2.311E-01 7.417E-02 9.258E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE_KC_all.dat 1 119 1.900E+01 9.300E+01 AGE_SM_all.dat 1 74 3.700E+01 8.900E+01 N1,N2,V,P(V),CL 74 119 1.471E-01 7.952E-01 2.048E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE_KC_all.dat 1 119 1.900E+01 9.300E+01 AGE_BM_all.dat 1 146 3.500E+01 9.500E+01 N1,N2,V,P(V),CL 119 146 1.794E-01 1.894E-01 8.106E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE_AL_all.dat 1 93 3.200E+01 9.400E+01 AGE_JW_all.dat 1 86 2.300E+01 9.500E+01 N1,N2,V,P(V),CL 86 93 1.938E-01 3.503E-01 6.497E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE_AL_all.dat 1 93 3.200E+01 9.400E+01 AGE_SM_all.dat 1 74 3.700E+01 8.900E+01 N1,N2,V,P(V),CL 74 93 2.447E-01 1.009E-01 8.991E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE_AL_all.dat 1 93 3.200E+01 9.400E+01 AGE_BM_all.dat 1 146 3.500E+01 9.500E+01 N1,N2,V,P(V),CL 93 146 2.255E-01 5.156E-02 9.484E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE_JW_all.dat 1 86 2.300E+01 9.500E+01 AGE_SM_all.dat 1 74 3.700E+01 8.900E+01 N1,N2,V,P(V),CL 74 86 2.222E-01 2.266E-01 7.734E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE_JW_all.dat 1 86 2.300E+01 9.500E+01 AGE_BM_all.dat 1 146 3.500E+01 9.500E+01 N1,N2,V,P(V),CL 86 146 2.663E-01 9.437E-03 9.906E+01% <=0.01 *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE_SM_all.dat 1 74 3.700E+01 8.900E+01 AGE_BM_all.dat 1 146 3.500E+01 9.500E+01 N1,N2,V,P(V),CL 74 146 1.766E-01 4.318E-01 5.682E+01% AGE DISTRIBUTIONS PURCHASED =================================================================== All Providers Purchases vs Individual Provider Purchases This tests of the distribution of purchases for an individual provider are consistent with the distribution of purchase for the practice as a whole ------------------------------------------------------------------- *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE+all.dat 1 223 1.900E+01 9.500E+01 AGE+KC.dat 1 58 1.900E+01 9.300E+01 N1,N2,V,P(V),CL 58 223 1.679E-01 5.789E-01 4.211E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE+all.dat 1 223 1.900E+01 9.500E+01 AGE+AL.dat 1 46 3.200E+01 9.400E+01 N1,N2,V,P(V),CL 46 223 1.495E-01 8.757E-01 1.243E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE+all.dat 1 223 1.900E+01 9.500E+01 AGE+JW.dat 1 43 2.300E+01 9.500E+01 N1,N2,V,P(V),CL 43 223 2.409E-01 1.831E-01 8.169E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE+all.dat 1 223 1.900E+01 9.500E+01 AGE+SM.dat 1 30 4.000E+01 8.900E+01 N1,N2,V,P(V),CL 30 223 1.885E-01 8.131E-01 1.869E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE+all.dat 1 223 1.900E+01 9.500E+01 AGE+BM.dat 1 46 4.900E+01 9.500E+01 N1,N2,V,P(V),CL 46 223 1.724E-01 6.885E-01 3.115E+01% =================================================================== Individual Provider Purchases vs Individual Provider Purchases This tests all permutations of Provider A vs Provider B to see of their distribution of purchases are consistent with one another ------------------------------------------------------------------- *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE+KC.dat 1 58 1.900E+01 9.300E+01 AGE+AL.dat 1 46 3.200E+01 9.400E+01 N1,N2,V,P(V),CL 46 58 2.466E-01 3.935E-01 6.065E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE+KC.dat 1 58 1.900E+01 9.300E+01 AGE+JW.dat 1 43 2.300E+01 9.500E+01 N1,N2,V,P(V),CL 43 58 3.288E-01 6.500E-02 9.350E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE+KC.dat 1 58 1.900E+01 9.300E+01 AGE+SM.dat 1 30 4.000E+01 8.900E+01 N1,N2,V,P(V),CL 30 58 2.770E-01 4.062E-01 5.938E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE+KC.dat 1 58 1.900E+01 9.300E+01 AGE+BM.dat 1 46 4.900E+01 9.500E+01 N1,N2,V,P(V),CL 46 58 2.054E-01 7.117E-01 2.883E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE+AL.dat 1 46 3.200E+01 9.400E+01 AGE+JW.dat 1 43 2.300E+01 9.500E+01 N1,N2,V,P(V),CL 43 46 2.260E-01 6.676E-01 3.324E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE+AL.dat 1 46 3.200E+01 9.400E+01 AGE+SM.dat 1 30 4.000E+01 8.900E+01 N1,N2,V,P(V),CL 30 46 2.319E-01 7.744E-01 2.256E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE+AL.dat 1 46 3.200E+01 9.400E+01 AGE+BM.dat 1 46 4.900E+01 9.500E+01 N1,N2,V,P(V),CL 46 46 2.826E-01 2.574E-01 7.426E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE+JW.dat 1 43 2.300E+01 9.500E+01 AGE+SM.dat 1 30 4.000E+01 8.900E+01 N1,N2,V,P(V),CL 30 43 3.116E-01 2.979E-01 7.021E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE+JW.dat 1 43 2.300E+01 9.500E+01 AGE+BM.dat 1 46 4.900E+01 9.500E+01 N1,N2,V,P(V),CL 43 46 3.498E-01 5.793E-02 9.421E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE+SM.dat 1 30 4.000E+01 8.900E+01 AGE+BM.dat 1 46 4.900E+01 9.500E+01 N1,N2,V,P(V),CL 30 46 3.000E-01 3.387E-01 6.613E+01% AGE DISTRIBUTIONS TNS =================================================================== All Providers TNS vs Individual Provider TNS This tests of the distribution of TNS patients for an individual provider are consistent with the distribution of TNS patients for the practice as a whole ------------------------------------------------------------------- *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE-all.dat 1 295 3.200E+01 9.300E+01 AGE-KC.dat 1 61 4.700E+01 9.200E+01 N1,N2,V,P(V),CL 61 295 1.595E-01 5.884E-01 4.116E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE-all.dat 1 295 3.200E+01 9.300E+01 AGE-AL.dat 1 47 3.500E+01 9.200E+01 N1,N2,V,P(V),CL 47 295 2.466E-01 1.010E-01 8.990E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE-all.dat 1 295 3.200E+01 9.300E+01 AGE-JW.dat 1 43 3.200E+01 9.100E+01 N1,N2,V,P(V),CL 43 295 1.951E-01 4.858E-01 5.142E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE-all.dat 1 295 3.200E+01 9.300E+01 AGE-SM.dat 1 44 3.700E+01 8.600E+01 N1,N2,V,P(V),CL 44 295 1.895E-01 5.207E-01 4.793E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE-all.dat 1 295 3.200E+01 9.300E+01 AGE-BM.dat 1 100 3.500E+01 9.300E+01 N1,N2,V,P(V),CL 100 295 1.046E-01 9.042E-01 9.584E+00% =================================================================== Individual Provider TNS vs Individual Provider TNS This tests all permutations of Provider A vs Provider B to see of their distribution of TNS patients are consistent with one another ------------------------------------------------------------------- *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE-KC.dat 1 61 4.700E+01 9.200E+01 AGE-AL.dat 1 47 3.500E+01 9.200E+01 N1,N2,V,P(V),CL 47 61 2.909E-01 1.361E-01 8.639E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE-KC.dat 1 61 4.700E+01 9.200E+01 AGE-JW.dat 1 43 3.200E+01 9.100E+01 N1,N2,V,P(V),CL 43 61 2.116E-01 6.770E-01 3.230E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE-KC.dat 1 61 4.700E+01 9.200E+01 AGE-SM.dat 1 44 3.700E+01 8.600E+01 N1,N2,V,P(V),CL 44 61 2.504E-01 3.706E-01 6.294E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE-KC.dat 1 61 4.700E+01 9.200E+01 AGE-BM.dat 1 100 3.500E+01 9.300E+01 N1,N2,V,P(V),CL 61 100 2.062E-01 3.798E-01 6.202E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE-AL.dat 1 47 3.500E+01 9.200E+01 AGE-JW.dat 1 43 3.200E+01 9.100E+01 N1,N2,V,P(V),CL 43 47 3.612E-01 3.990E-02 9.601E+01% <=0.05 *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE-AL.dat 1 47 3.500E+01 9.200E+01 AGE-SM.dat 1 44 3.700E+01 8.600E+01 N1,N2,V,P(V),CL 44 47 3.598E-01 3.920E-02 9.608E+01% <=0.05 *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE-AL.dat 1 47 3.500E+01 9.200E+01 AGE-BM.dat 1 100 3.500E+01 9.300E+01 N1,N2,V,P(V),CL 47 100 2.621E-01 1.521E-01 8.479E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE-JW.dat 1 43 3.200E+01 9.100E+01 AGE-SM.dat 1 44 3.700E+01 8.600E+01 N1,N2,V,P(V),CL 43 44 2.431E-01 5.589E-01 4.411E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE-JW.dat 1 43 3.200E+01 9.100E+01 AGE-BM.dat 1 100 3.500E+01 9.300E+01 N1,N2,V,P(V),CL 43 100 2.512E-01 2.432E-01 7.568E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE-SM.dat 1 44 3.700E+01 8.600E+01 AGE-BM.dat 1 100 3.500E+01 9.300E+01 N1,N2,V,P(V),CL 44 100 2.136E-01 5.003E-01 4.997E+01% AGE DISTRIBUTION PURCHASE VS TNS =================================================================== Individual Provider Purchases vs TNS This tests a Provider's purchases distribution vs their TNS distribution to see if they are consistent with one another ------------------------------------------------------------------- *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE+KC.dat 1 58 1.900E+01 9.300E+01 AGE-KC.dat 1 61 4.700E+01 9.200E+01 N1,N2,V,P(V),CL 58 61 2.521E-01 2.455E-01 7.545E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE+AL.dat 1 46 3.200E+01 9.400E+01 AGE-AL.dat 1 47 3.500E+01 9.200E+01 N1,N2,V,P(V),CL 46 47 1.984E-01 8.253E-01 1.747E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE+JW.dat 1 43 2.300E+01 9.500E+01 AGE-JW.dat 1 43 3.200E+01 9.100E+01 N1,N2,V,P(V),CL 43 43 3.953E-01 1.785E-02 9.821E+01% <=0.05 *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE+SM.dat 1 30 4.000E+01 8.900E+01 AGE-SM.dat 1 44 3.700E+01 8.600E+01 N1,N2,V,P(V),CL 30 44 3.000E-01 3.526E-01 6.474E+01% *** Kolmogorov-Smirnov-Kuiper Results *** file xcol ndata Xmin Xmax AGE+BM.dat 1 46 4.900E+01 9.500E+01 AGE-BM.dat 1 100 3.500E+01 9.300E+01 N1,N2,V,P(V),CL 46 100 2.296E-01 3.484E-01 6.516E+01%