Evolution and Determinants of Loan Performance in the U.S. Mortgage Market : A Comparative Study of 2007 and 2019

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Hands-on practice with data exploration and cleaning, classification, and model selection. You will: Conduct basic exploratory analysis of a data set Develop linear and logistic regression models Interpret your models Partition your dataset and evaluate your models in terms of classification performance The Assignment The data in the accompanying file “dc_airbnb_file.csv” (posted on Canvas) contains data about 4936 Airbnb.com listings from the Washington, DC area. This is a small subset of the data that you will eventually use for the class project. The variables in this dataset should be self-explanatory but we have also provided a data dictionary.

Hands-on practice with data exploration and cleaning, classification, and model selection. You will: Conduct basic exploratory analysis of a data set Develop linear and logistic regression models Interpret your models Partition your dataset and evaluate your models in terms of classification performance