The book "Homelessness is a Housing Problem" shows that housing market conditions, such as high rent prices and low vacancy rates, are the best predictors of regional homelessness rates. Other common explanations, such as drug use, mental illness, poverty, and local politics, do not explain the variation in homelessness rates across different regions.