submarket_comp

Code of comparing submarket separation techniques using Atlanta GA data: (i) fully endogenized finite mixture model; (ii) Goodman and Thibodeau hierarchical linear model; (iii) quasi linear model.

hierarchical_model.R

Goodman and Thibodeau (1998; 2003) hierarchical linear model implementation using math score and square footage.

all submarkets_5.R

Regressions by submarkets and mapping. Part of the Atlanta race paper to determine is black neighborhoods play higher property tax than non-black neighborhoods.

get data.R

Get ACS data (HH head age) and merge with households by census tracts.

submarket 2_2.R

Demographic data by submarkets dileneated by Fully Endogenized Finite Mixture Modeling with Atlanta housing data for two submarkets.

submarket 3_3.R

Demographic data by submarkets dileneated by Fully Endogenized Finite Mixture Modeling with Atlanta housing data for three submarkets.

submarket 4_4.R

Demographic data by submarkets dileneated by Fully Endogenized Finite Mixture Modeling with Atlanta housing data for four submarkets.

submarket 5_5.R

Demographic data by submarkets dileneated by Fully Endogenized Finite Mixture Modeling with Atlanta housing data for five submarkets.