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Examples Of Hedonic Pricing Models

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Hedonic pricing models are tools used for estimating the value of a good or commodity based on the premise that price is determined by the both the characteristics of the good being sold and any external factors effecting it. Since the hedonic model calculates the value of a commodity by summing the estimated values of its individual characteristics, it is best suited for use with commodities that are extremely heterogeneous. One example of an extremely heterogeneous commodity that is well suited to estimation using hedonic pricing models is the real estate market.
When we read about the sale of property in the US Real Estate market, for example that a home in your neighborhood sold for $500,000, we gain limited information about the value of other properties in the same area. This information is of limited use because every home is heterogeneous; the homes are of different age, have different numbers of bedroom or bathrooms, or are located closer to public services. By collecting sufficient samples, a hedonic model will allow us to turn these …show more content…

The purpose of this new model will be to more accurately determine which characteristic of a home effect the sale price in Springfield so an accurate listing price can be estimated. Failure to generate an appropriate listing price on the part of a real estate agency can lead to many negative effects. A house that is priced too highly may not sell, while one that is priced too cheaply may sell quickly, but cause the seller to take a loss and provide lower commissions. As a result, the considered model must be able to consistently predict accurate list prices. To ensure the model is consistent technical issues such as non-linearity, heteroskedasticity, and multicollinearity must be considered so that the assumptions of a multiple linear regression model are not

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