Table 4

Approximate calculation results of aggregated sales performance

Stationary modelIncremental modelData (estimated values)
Period [Week]484848
Coefficient of determination (R2) of accumulated 7iD members0.98440.9959 
MAPE of accumulated 7iD members4.07 %1.17 % 
Entry customers ratio0.22640.24670.125
Growth customers ratio0.26840.26990.378
HFLP customers ratio0.21250.20370.206
LFHP customers ratio0.07160.06630.076
Quasi-excellent customers ratio0.1460.1390.141
Excellent customers ratio0.0750.07440.075
Entry consumers sales ratio0.00880.00950.008
Growth customers sales ratio0.08910.08960.128
HFLP customers sales ratio0.11750.14370.121
LFHP customers sales ratio0.15850.16850.167
Quasi-excellent customers sales ratio0.25840.2690.265
Excellent customers sales ratio0.31090.30880.309
Total sales [Thousand Yen]19,146,94720,537,805 

Note(s): HFLP = high-frequency low-purchasing; LFHP = low-frequency high-purchasing; MAPE = mean absolute percentage error

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