|
| Dependent variable: |
| |
| log(quantity + 1) |
|
| log_price | -0.170*** |
| (0.010) |
| |
| flavor_descrAMERICONE DREAM | 0.029** |
| (0.012) |
| |
| flavor_descrBANANA SPLIT | 0.023* |
| (0.013) |
| |
| flavor_descrBLACK | TAN |
| (0.045) |
| |
| flavor_descrBROWNIE BATTER | -0.002 |
| (0.020) |
| |
| flavor_descrBUTTER PECAN | 0.034** |
| (0.017) |
| |
| flavor_descrCAKE BATTER | -0.004 |
| (0.014) |
| |
| flavor_descrCHC | 0.005 |
| (0.024) |
| |
| flavor_descrCHC ALMOND NOUGAT | -0.007 |
| (0.022) |
| |
| flavor_descrCHC CHIP C-DH | -0.003 |
| (0.012) |
| |
| flavor_descrCHC FUDGE BROWNIE | 0.039*** |
| (0.012) |
| |
| flavor_descrCHERRY GRCA | 0.028** |
| (0.011) |
| |
| flavor_descrCHUBBY HUBBY | 0.010 |
| (0.016) |
| |
| flavor_descrCHUNKY MONKEY | 0.018 |
| (0.012) |
| |
| flavor_descrCINNAMON BUNS | 0.048*** |
| (0.013) |
| |
| flavor_descrCOFFEE | -0.021 |
| (0.031) |
| |
| flavor_descrCREME BRULEE | 0.055*** |
| (0.014) |
| |
| flavor_descrDOUBLE CHC FUDGE SWR | -0.073 |
| (0.217) |
| |
| flavor_descrDUBLIN MUDSLIDE | 0.001 |
| (0.015) |
| |
| flavor_descrFOSSIL FUEL | 0.029 |
| (0.026) |
| |
| flavor_descrHALF BAKED | 0.010 |
| (0.013) |
| |
| flavor_descrHEATH CANDY EVERYTHING BUT THE | 0.016 |
| (0.014) |
| |
| flavor_descrHEATH COFFEE CRUNCH | 0.043*** |
| (0.012) |
| |
| flavor_descrHEATH CRUNCH | 0.008 |
| (0.014) |
| |
| flavor_descrIMAGINE WHIRLED PEACE | -0.004 |
| (0.013) |
| |
| flavor_descrKARAMEL SUTRA | 0.023* |
| (0.013) |
| |
| flavor_descrMAGIC BROWNIES | 0.028 |
| (0.018) |
| |
| flavor_descrMINT CHC CHUNK | 0.025 |
| (0.020) |
| |
| flavor_descrNEAPOLITAN DYNAMITE | -0.011 |
| (0.018) |
| |
| flavor_descrNEW YORK SUPER FUDGE CHUNK | 0.020* |
| (0.012) |
| |
| flavor_descrOATMEAL COOKIE CHUNK | -0.010 |
| (0.019) |
| |
| flavor_descrONE CSK BROWNIE | -0.024* |
| (0.013) |
| |
| flavor_descrOXFORD MINT CHC COOKIE | -0.016 |
| (0.015) |
| |
| flavor_descrPB CUP | 0.010 |
| (0.012) |
| |
| flavor_descrPB TRUFFLE | -0.096 |
| (0.217) |
| |
| flavor_descrPHISH FOOD | 0.017 |
| (0.012) |
| |
| flavor_descrPISTACHIO PISTACHIO | 0.037*** |
| (0.013) |
| |
| flavor_descrPUMPKIN CSK | 0.076*** |
| (0.021) |
| |
| flavor_descrRSP CHC CHUNK | -0.016 |
| (0.026) |
| |
| flavor_descrSMORES | -0.021 |
| (0.018) |
| |
| flavor_descrSTR | -0.043 |
| (0.066) |
| |
| flavor_descrSTR CSK | -0.005 |
| (0.014) |
| |
| flavor_descrSTRAWBERRIES | CREAM |
| (0.061) |
| |
| flavor_descrSWEET CREAM | COOKIES |
| (0.053) |
| |
| flavor_descrTRIPLE CARAMEL CHUNK | 0.039 |
| (0.025) |
| |
| flavor_descrTURTLE SOUP | -0.011 |
| (0.018) |
| |
| flavor_descrVAN CARAMEL FUDGE | 0.052*** |
| (0.016) |
| |
| flavor_descrVERMONTY PYTHON | -0.017 |
| (0.021) |
| |
| flavor_descrW-N-C-P-C | 0.001 |
| (0.013) |
| |
| flavor_descrWHITE RUSSIAN | -0.109 |
| (0.217) |
| |
| size1_descr32.0 MLOZ | -0.030** |
| (0.012) |
| |
| household_income4 | -0.048 |
| (0.031) |
| |
| household_income6 | -0.048 |
| (0.030) |
| |
| household_income8 | -0.060** |
| (0.026) |
| |
| household_income10 | -0.072*** |
| (0.026) |
| |
| household_income11 | -0.048** |
| (0.024) |
| |
| household_income13 | -0.050** |
| (0.023) |
| |
| household_income15 | -0.055** |
| (0.023) |
| |
| household_income16 | -0.040* |
| (0.023) |
| |
| household_income17 | -0.036 |
| (0.023) |
| |
| household_income18 | -0.054** |
| (0.023) |
| |
| household_income19 | -0.047** |
| (0.023) |
| |
| household_income21 | -0.050** |
| (0.023) |
| |
| household_income23 | -0.052** |
| (0.023) |
| |
| household_income26 | -0.043* |
| (0.023) |
| |
| household_income27 | -0.068*** |
| (0.023) |
| |
| household_income28 | -0.057** |
| (0.024) |
| |
| household_income29 | -0.073*** |
| (0.024) |
| |
| household_income30 | -0.049** |
| (0.025) |
| |
| household_size | 0.011*** |
| (0.002) |
| |
| coupon | -0.057 |
| (0.050) |
| |
| regionRegion2 | -0.002 |
| (0.005) |
| |
| regionRegion3 | -0.009** |
| (0.004) |
| |
| regionRegion4 | 0.002 |
| (0.005) |
| |
| married | -0.002 |
| (0.020) |
| |
| raceRace2 | 0.006 |
| (0.006) |
| |
| raceRace3 | 0.008 |
| (0.009) |
| |
| raceRace4 | -0.004 |
| (0.009) |
| |
| hispanic_origin | 0.007 |
| (0.008) |
| |
| promotion_type1 | 0.011*** |
| (0.003) |
| |
| promotion_type2 | 0.103** |
| (0.050) |
| |
| promotion_type3 | 0.154*** |
| (0.051) |
| |
| promotion_type4 | 0.024 |
| (0.020) |
| |
| age_of_female_head1 | -0.005 |
| (0.025) |
| |
| age_of_female_head2 | -0.017 |
| (0.016) |
| |
| age_of_female_head3 | -0.004 |
| (0.015) |
| |
| age_of_female_head4 | 0.014 |
| (0.015) |
| |
| age_of_female_head5 | 0.032** |
| (0.015) |
| |
| age_of_female_head6 | 0.038*** |
| (0.014) |
| |
| age_of_female_head7 | 0.040*** |
| (0.014) |
| |
| age_of_female_head8 | 0.053*** |
| (0.014) |
| |
| age_of_female_head9 | 0.032** |
| (0.015) |
| |
| age_of_male_head1 | 0.019 |
| (0.058) |
| |
| age_of_male_head2 | 0.051 |
| (0.032) |
| |
| age_of_male_head3 | 0.058* |
| (0.030) |
| |
| age_of_male_head4 | 0.015 |
| (0.030) |
| |
| age_of_male_head5 | 0.032 |
| (0.029) |
| |
| age_of_male_head6 | 0.029 |
| (0.029) |
| |
| age_of_male_head7 | 0.040 |
| (0.029) |
| |
| age_of_male_head8 | 0.049* |
| (0.029) |
| |
| age_of_male_head9 | 0.036 |
| (0.029) |
| |
| age_and_presence_of_children | 0.003*** |
| (0.001) |
| |
| male_head_employment1 | -0.020 |
| (0.012) |
| |
| male_head_employment2 | -0.007 |
| (0.014) |
| |
| male_head_employment3 | 0.00001 |
| (0.010) |
| |
| male_head_employment9 | |
| |
| |
| female_head_employment1 | -0.005 |
| (0.017) |
| |
| female_head_employment2 | -0.015 |
| (0.019) |
| |
| female_head_employment3 | 0.013 |
| (0.018) |
| |
| female_head_employment9 | |
| |
| |
| male_head_education1 | -0.069** |
| (0.029) |
| |
| male_head_education2 | 0.011 |
| (0.012) |
| |
| male_head_education3 | 0.014** |
| (0.007) |
| |
| male_head_education4 | -0.002 |
| (0.006) |
| |
| male_head_education5 | -0.011* |
| (0.006) |
| |
| male_head_education6 | |
| |
| |
| female_head_education1 | 0.016 |
| (0.057) |
| |
| female_head_education2 | -0.002 |
| (0.015) |
| |
| female_head_education3 | -0.007 |
| (0.006) |
| |
| female_head_education4 | 0.014*** |
| (0.005) |
| |
| female_head_education5 | 0.004 |
| (0.005) |
| |
| female_head_education6 | |
| |
| |
| male_head_occupation2 | 0.014*** |
| (0.005) |
| |
| male_head_occupation3 | 0.014* |
| (0.008) |
| |
| male_head_occupation4 | -0.012 |
| (0.007) |
| |
| male_head_occupation5 | 0.019*** |
| (0.006) |
| |
| male_head_occupation6 | 0.003 |
| (0.007) |
| |
| male_head_occupation7 | 0.041** |
| (0.020) |
| |
| male_head_occupation8 | -0.020** |
| (0.008) |
| |
| male_head_occupation9 | -0.069*** |
| (0.026) |
| |
| male_head_occupation10 | -0.001 |
| (0.020) |
| |
| male_head_occupation11 | 0.004 |
| (0.014) |
| |
| male_head_occupation12 | 0.011 |
| (0.009) |
| |
| female_head_occupation1 | -0.035* |
| (0.018) |
| |
| female_head_occupation2 | -0.036** |
| (0.018) |
| |
| female_head_occupation3 | -0.050*** |
| (0.018) |
| |
| female_head_occupation4 | -0.042** |
| (0.019) |
| |
| female_head_occupation5 | -0.038* |
| (0.023) |
| |
| female_head_occupation6 | -0.069*** |
| (0.021) |
| |
| female_head_occupation7 | -0.108*** |
| (0.040) |
| |
| female_head_occupation8 | 0.011 |
| (0.019) |
| |
| female_head_occupation9 | 0.118** |
| (0.050) |
| |
| female_head_occupation10 | -0.009 |
| (0.018) |
| |
| female_head_occupation11 | 0.005 |
| (0.043) |
| |
| female_head_occupation12 | |
| |
| |
| household_composition2 | 0.014 |
| (0.021) |
| |
| household_composition3 | -0.011 |
| (0.022) |
| |
| household_composition5 | 0.040* |
| (0.021) |
| |
| household_composition6 | |
| |
| |
| household_composition7 | -0.007 |
| (0.025) |
| |
| household_composition8 | -0.010 |
| (0.022) |
| |
| type_of_residence2 | -0.045*** |
| (0.011) |
| |
| type_of_residence3 | -0.0004 |
| (0.009) |
| |
| type_of_residence4 | -0.061*** |
| (0.022) |
| |
| type_of_residence5 | -0.021*** |
| (0.005) |
| |
| type_of_residence6 | -0.017** |
| (0.007) |
| |
| type_of_residence7 | -0.0005 |
| (0.008) |
| |
| kitchen_appliances | -0.002* |
| (0.001) |
| |
| tvs | 0.055 |
| (0.037) |
| |
| internet | -0.008* |
| (0.004) |
| |
| Constant | 0.924*** |
| (0.054) |
| |
|
| Observations | 21,974 |
| R2 | 0.072 |
| Adjusted R2 | 0.066 |
| Residual Std. Error | 0.216 (df = 21819) |
| F Statistic | 11.055*** (df = 154; 21819) |
|
| Note: | *p<0.1; **p<0.05; ***p<0.01 |