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Table 5 Comparison of distributional prediction performance

From: A mass-market appraisal of the English housing rental market using a diverse range of modelling techniques

Scale Log transformed Original
Source PBA model Löchl [59] Fuss and Koller [25] PBA Model McCord, Davis [30]
Location 15 km and 12 months Table 9, SARerr Table 4/C, STAR 15 km and 12 months  
Testing data 1 month ahead In sample 1 day ahead 1 month ahead In sample
≤ 2% 54.69 72.65   15.1 13.3
≤ 5% 83.39 98.02 37.4 32.2 33.7
≤ 8% 91.85 99.93    
≤ 10% 94.42   64.8 53.3 60.9
≤ 15% 97.38   80.9 66.9 79.3
≤ 20% 98.66   89.3