MODULE7_LOAN_APPROVAL_SYNTHETIC
MODULE7_LOAN_APPROVAL_SYNTHETIC synthetic teaching data for Module 7 linear probability models and out-of-range fitted probability diagnostics.
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 MODULE7_LOAN_APPROVAL_SYNTHETIC from the dataset link first.
data = pd.read_stata("MODULE7_LOAN_APPROVAL_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.
application_id used for Module 7 linear probability models and out-of-range fitted probability diagnostics.
Missing values: Review source documentation before recoding missing values.
approved used for Module 7 linear probability models and out-of-range fitted probability diagnostics.
Missing values: Review source documentation before recoding missing values.
income used for Module 7 linear probability models and out-of-range fitted probability diagnostics.
Missing values: Review source documentation before recoding missing values.
debt_ratio used for Module 7 linear probability models and out-of-range fitted probability diagnostics.
Missing values: Review source documentation before recoding missing values.
credit_score used for Module 7 linear probability models and out-of-range fitted probability diagnostics.
Missing values: Review source documentation before recoding missing values.
loan_to_value used for Module 7 linear probability models and out-of-range fitted probability diagnostics.
Missing values: Review source documentation before recoding missing values.
co_signer used for Module 7 linear probability models and out-of-range fitted probability diagnostics.
Missing values: Review source documentation before recoding missing values.
married used for Module 7 linear probability models and out-of-range fitted probability diagnostics.
Missing values: Review source documentation before recoding missing values.
applicant_group used for Module 7 linear probability models and out-of-range fitted probability diagnostics.
Missing values: Review source documentation before recoding missing values.
employment_status used for Module 7 linear probability models and out-of-range fitted probability diagnostics.
Missing values: Review source documentation before recoding missing values.