\begin{tabular}{lrrrrrrrrr} \toprule Characteristic & $k$ & $n$ & RE estimate & 95\% CI & 95\% PI & $I^2$ & 3-level & RVE SE & median \\ \midrule Dwelling type & 36 & 274 & 10.97 & [7.63, 14.30] & [-43.84, 65.77] & 100 & 5.27 & 3.245 & 5.04 \\ Building condition & 25 & 271 & 7.42 & [5.00, 9.85] & [-30.72, 45.57] & 99 & -0.18 & 2.764 & 8.65 \\ Garage & 22 & 134 & 5.43 & [4.31, 6.54] & [-6.94, 17.80] & 99 & 6.27 & 1.312 & 4.29 \\ Distance to public transport & 19 & 268 & 1.98 & [0.96, 3.00] & [-13.82, 17.77] & 99 & 0.78 & 1.275 & 1.53 \\ Terrace or balcony & 18 & 67 & 5.00 & [3.96, 6.03] & [-2.60, 12.60] & 98 & 4.96 & 0.951 & 4.08 \\ Swimming pool & 18 & 77 & 4.87 & [2.28, 7.45] & [-16.37, 26.11] & 99 & 7.16 & 2.539 & 8.63 \\ Heating & 17 & 111 & 1.90 & [0.36, 3.45] & [-13.62, 17.43] & 99 & 4.62 & 2.071 & 3.01 \\ Roof and building materials & 16 & 202 & 10.63 & [6.92, 14.33] & [-39.40, 60.65] & 100 & 1.78 & 4.018 & 6.99 \\ Parking & 15 & 76 & 6.33 & [4.55, 8.11] & [-8.00, 20.66] & 99 & 3.52 & 1.873 & 6.20 \\ Floor level & 14 & 114 & 1.30 & [-0.41, 3.01] & [-16.33, 18.93] & 98 & 0.02 & 3.118 & 2.58 \\ Green space and parks & 13 & 137 & -0.47 & [-3.97, 3.03] & [-41.00, 40.06] & 100 & 3.99 & 3.869 & 1.21 \\ Age & 13 & 162 & 2.22 & [0.82, 3.62] & [-14.78, 19.21] & 100 & 1.56 & 2.541 & 1.53 \\ Accessibility & 13 & 30 & 6.21 & [4.48, 7.93] & [-2.37, 14.79] & 97 & 6.50 & 1.228 & 5.18 \\ View & 12 & 166 & 8.20 & [7.04, 9.36] & [-6.30, 22.70] & 99 & 7.41 & 2.231 & 6.39 \\ Hazardous or industrial sites & 12 & 78 & -5.89 & [-9.43, -2.35] & [-35.37, 23.59] & 99 & -6.63 & 2.765 & -2.66 \\ Basement & 12 & 51 & 5.25 & [3.60, 6.89] & [-6.20, 16.69] & 99 & 7.05 & 1.738 & 4.79 \\ Air conditioning & 11 & 55 & 10.81 & [7.74, 13.88] & [-11.57, 33.20] & 99 & 8.14 & 3.482 & 11.06 \\ Renovation & 10 & 103 & 0.88 & [-1.75, 3.51] & [-25.61, 27.37] & 100 & 9.84 & 4.622 & 2.02 \\ Fireplace & 10 & 134 & 4.35 & [3.73, 4.96] & [-2.01, 10.70] & 99 & 8.07 & 1.631 & 4.08 \\ Energy efficiency & 9 & 92 & 2.96 & [1.34, 4.57] & [-11.61, 17.52] & 100 & 2.54 & 2.514 & 1.00 \\ Sunlight and orientation & 9 & 95 & 4.01 & [2.89, 5.14] & [-4.48, 12.51] & 98 & 2.59 & 1.175 & 6.12 \\ Waterfront & 9 & 69 & 32.50 & [27.83, 37.18] & [-2.35, 67.36] & 99 & 31.57 & 6.356 & 31.28 \\ Bedrooms & 8 & 65 & 12.12 & [7.84, 16.40] & [-21.60, 45.84] & 100 & 11.56 & 5.082 & 10.51 \\ Garden & 8 & 22 & 6.42 & [4.52, 8.32] & [0.04, 12.81] & 96 & 6.83 & 1.798 & 5.59 \\ Flood risk & 8 & 84 & -0.10 & [-3.24, 3.03] & [-28.04, 27.83] & 100 & -2.59 & 6.442 & -1.02 \\ Bathrooms & 7 & 47 & 23.84 & [17.30, 30.37] & [-20.25, 67.93] & 100 & 13.84 & 3.367 & 16.25 \\ Distance to highways & 7 & 42 & -3.28 & [-4.72, -1.84] & [-11.24, 4.68] & 88 & -3.48 & 2.621 & -3.46 \\ Distance to commercial areas & 7 & 51 & 10.37 & [2.32, 18.42] & [-45.81, 66.55] & 99 & 6.64 & 9.886 & 7.53 \\ Kitchen quality & 6 & 20 & 3.07 & [-0.30, 6.45] & [-12.26, 18.41] & 100 & 5.79 & 3.125 & 6.04 \\ Distance to CBD & 5 & 20 & 12.69 & [4.29, 21.09] & [-23.08, 48.46] & 97 & 18.12 & 15.794 & 11.72 \\ Proximity to water bodies & 5 & 34 & 15.39 & [8.30, 22.49] & [-26.19, 56.98] & 100 & 8.26 & 2.782 & 5.49 \\ Storeys & 5 & 192 & -1.93 & [-3.34, -0.53] & [-16.80, 12.94] & 100 & 0.85 & 4.843 & -1.88 \\ Storage & 5 & 27 & -0.49 & [-1.59, 0.60] & [-5.99, 5.00] & 96 & 1.64 & 1.973 & -0.73 \\ Transaction timing & 5 & 55 & 4.36 & [3.13, 5.58] & [-4.10, 12.81] & 99 & 2.83 & 1.158 & 2.63 \\ \bottomrule \end{tabular}