A note on quantitative data analysis: for Housing Studies students
A note on quantitative data analysis: for Housing Studies students Highlight 4 main ideas of the following quantitative data analysis methods in Housing Studies. Also provide a few simple examples to illustrate the 4 main ideas of each of these methods: 1. descriptive statistics 2. regression analysis 3. inferential statistics In Housing Studies, these three methods answer different questions: descriptive statistics describe the sample, regression analysis models relationships and predicts outcomes, and inferential statistics test whether sample-based findings can be generalized to a wider housing population. Descriptive and inferential methods are commonly combined in housing research, while regression is often used as an inferential tool for housing prices, satisfaction, and housing-choice outcomes. 1. Descriptive statistics Descriptive statistics summarize the main features of housing data wit...