Estimation results by three types of vacancy rates
| (I) Total vacancy rate | (II) Vacancy rate of 6 months+ | (II) Vacancy rate of 11 months+ | |||||
|---|---|---|---|---|---|---|---|
| Coef. | Std. Err. | Coef. | Std. Err. | Coef. | Std. Err. | ||
| Ln(floor area) | 0.761 | 0.020*** | 0.765 | 0.020*** | 0.764 | 0.020*** | |
| Ln(building age) | −0.097 | 0.008*** | −0.094 | 0.008*** | −0.093 | 0.008*** | |
| Ln(number of stories) | 0.040 | 0.006*** | 0.040 | 0.006*** | 0.040 | 0.006*** | |
| Ln(total number of apartment units) | 0.053 | 0.006*** | 0.049 | 0.005*** | 0.049 | 0.005*** | |
| Floor plan_1R | (reference term) | (reference term) | (reference term) | ||||
| Floor plan_1K | −0.006 | 0.007 | −0.005 | 0.007 | −0.006 | 0.007 | |
| Floor plan_1DK, 1LDK | −0.031 | 0.014* | −0.032 | 0.014* | −0.032 | 0.014* | |
| Floor plan_2K | −0.106 | 0.020*** | −0.107 | 0.020*** | −0.107 | 0.020*** | |
| Floor plan_2DK, 2LDK, 3 K | −0.034 | 0.020† | −0.036 | 0.020† | −0.036 | 0.020† | |
| Floor plan_3DK, 3LDK | 0.012 | 0.025 | 0.011 | 0.025 | 0.011 | 0.025 | |
| Floor plan_4DK and more | 0.051 | 0.043 | 0.047 | 0.043 | 0.047 | 0.043 | |
| Ln(distance to the nearest station) | −0.041 | 0.005*** | −0.041 | 0.005*** | −0.041 | 0.005*** | |
| Ln(distance to the Tokyo CBD) | −0.146 | 0.009*** | −0.147 | 0.009*** | −0.147 | 0.009*** | |
| Total vacancy rate | −0.067 | 0.033* | – | – | |||
| Vacancy rate of 6 months+ | – | −0.110 | 0.056* | – | |||
| Vacancy rate of 11 months+ | – | – | −0.214 | 0.074** | |||
| Intercept | 10.518 | 0.106*** | 10.508 | 0.104*** | 10.510 | 0.104*** | |
| Obs. | 3,627 | 3,627 | 3,627 | ||||
| F(12, 2438) | 907.92*** | 878.59*** | 880.58*** | ||||
| R-squared | 0.875 | 0.875 | 0.875 | ||||
| Root MSE | 0.141 | 0.141 | 0.141 | ||||
| (I) Total vacancy rate | (II) Vacancy rate of 6 months+ | (II) Vacancy rate of 11 months+ | |||||
|---|---|---|---|---|---|---|---|
| Coef. | Std. Err. | Coef. | Std. Err. | Coef. | Std. Err. | ||
| Ln(floor area) | 0.761 | 0.020 | 0.765 | 0.020 | 0.764 | 0.020 | |
| Ln(building age) | −0.097 | 0.008 | −0.094 | 0.008 | −0.093 | 0.008 | |
| Ln(number of stories) | 0.040 | 0.006 | 0.040 | 0.006 | 0.040 | 0.006 | |
| Ln(total number of apartment units) | 0.053 | 0.006 | 0.049 | 0.005 | 0.049 | 0.005 | |
| Floor plan_1R | (reference term) | (reference term) | (reference term) | ||||
| Floor plan_1K | −0.006 | 0.007 | −0.005 | 0.007 | −0.006 | 0.007 | |
| Floor plan_1DK, 1LDK | −0.031 | 0.014 | −0.032 | 0.014 | −0.032 | 0.014 | |
| Floor plan_2K | −0.106 | 0.020 | −0.107 | 0.020 | −0.107 | 0.020 | |
| Floor plan_2DK, 2LDK, 3 K | −0.034 | 0.020† | −0.036 | 0.020† | −0.036 | 0.020† | |
| Floor plan_3DK, 3LDK | 0.012 | 0.025 | 0.011 | 0.025 | 0.011 | 0.025 | |
| Floor plan_4DK and more | 0.051 | 0.043 | 0.047 | 0.043 | 0.047 | 0.043 | |
| Ln(distance to the nearest station) | −0.041 | 0.005 | −0.041 | 0.005 | −0.041 | 0.005 | |
| Ln(distance to the Tokyo CBD) | −0.146 | 0.009 | −0.147 | 0.009 | −0.147 | 0.009 | |
| Total vacancy rate | −0.067 | 0.033 | – | – | |||
| Vacancy rate of 6 months+ | – | −0.110 | 0.056 | – | |||
| Vacancy rate of 11 months+ | – | – | −0.214 | 0.074 | |||
| Intercept | 10.518 | 0.106 | 10.508 | 0.104 | 10.510 | 0.104 | |
| Obs. | 3,627 | 3,627 | 3,627 | ||||
| F(12, 2438) | 907.92 | 878.59 | 880.58 | ||||
| R-squared | 0.875 | 0.875 | 0.875 | ||||
| Root MSE | 0.141 | 0.141 | 0.141 | ||||
Notes: Statistical significance levels: ***0.1%; **1%; *5%; †10%. The response variable is ln(monthly rent). Standard errors are clustered by building unit