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MATH 1081

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Statistics> Questions and Answers > Regional vs. National Housing Price Comparison
Regional vs. National Housing Price Comparison
Regional vs. National Housing Price Comparison

This document is a Regional vs. National Housing Price Comparison Report for MAT 240, analyzing housing prices and square footage differences between the East North Central region and national averages. The report investigates whether regional housing prices are lower than the national median and whether home sizes differ significantly from national standards. The study utilizes hypothesis testing, specifically one-tailed and two-tailed t-tests, to determine statistical significance. A sample of 500 randomly selected house listings from a dataset of 1,001 entries was analyzed. The one-tailed test examines whether the region’s home prices are lower than the national median, while the two-tailed test evaluates if the average square footage of homes significantly differs from national averages. Key findings indicate that the East North Central region’s home prices are significantly lower than the national median, with a p-value of zero, leading to rejection of the null hypothesis. Similarly, the square footage of homes in the region differs significantly from the national average, supported by statistical evidence. The report concludes that local market conditions, economic performance, and housing demand influence these variations. The findings provide valuable insights for real estate decision-making and regional market analysis.

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