This paper examines the random group effect, which has usually not been considered in traditional housing demand …, when the random group effect is ignored, has been considered to have a downward bias in the estimated standard error. By … with the random group effect. Using Taiwan’s cross-sectional survey data, we found that the standard error of the estimated …