MODULE8_HOUSING_VARIANCE_SYNTHETIC
MODULE8_HOUSING_VARIANCE_SYNTHETIC synthetic teaching data for Module 8 level versus log residual spread, White tests, and heteroskedastic prediction intervals.
Structure
other
File type
CSV
Module
Course catalog
Visibility
public
Preview rows are shown when safely installed in the app. External or licensed files may need to be opened from the source link.
No local preview table is installed for this dataset. Use the download/source link, then load it with the Python example below.
import pandas as pd
# Download MODULE8_HOUSING_VARIANCE_SYNTHETIC from the dataset link first.
data = pd.read_stata("MODULE8_HOUSING_VARIANCE_SYNTHETIC.DTA")
print(data.head())Check the variable dictionary and source documentation before dropping or recoding missing values.
Get help with variables, graphs, regression questions, limitations, and Python loading code.
house_id used for Module 8 level versus log residual spread, White tests, and heteroskedastic prediction intervals.
Missing values: Review source documentation before recoding missing values.
price used for Module 8 level versus log residual spread, White tests, and heteroskedastic prediction intervals.
Missing values: Review source documentation before recoding missing values.
log_price used for Module 8 level versus log residual spread, White tests, and heteroskedastic prediction intervals.
Missing values: Review source documentation before recoding missing values.
lotsize used for Module 8 level versus log residual spread, White tests, and heteroskedastic prediction intervals.
Missing values: Review source documentation before recoding missing values.
sqrft used for Module 8 level versus log residual spread, White tests, and heteroskedastic prediction intervals.
Missing values: Review source documentation before recoding missing values.
bedrooms used for Module 8 level versus log residual spread, White tests, and heteroskedastic prediction intervals.
Missing values: Review source documentation before recoding missing values.
neighborhood used for Module 8 level versus log residual spread, White tests, and heteroskedastic prediction intervals.
Missing values: Review source documentation before recoding missing values.
estimated_variance used for Module 8 level versus log residual spread, White tests, and heteroskedastic prediction intervals.
Missing values: Review source documentation before recoding missing values.