Skip to content

fix: skip non-numeric columns in calc_r2 #318

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
drussellmrichie wants to merge 1 commit into
base: master
Choose a base branch
from
Open

fix: skip non-numeric columns in calc_r2 #318

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
8 changes: 8 additions & 0 deletions openavmkit/utilities/stats.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -1132,6 +1132,14 @@ def calc_r2(
results["coef_sign"].append(float("nan"))
continue # skip ill-posed models

# Skip non-numeric columns (e.g. string categoricals); .astype(float) would raise ValueError
if not pd.api.types.is_numeric_dtype(data[var]):
results["variable"].append(var)
results["r2"].append(float("nan"))
results["adj_r2"].append(float("nan"))
results["coef_sign"].append(float("nan"))
continue

X = sm.add_constant(data[var].astype(float), has_constant='add')

# Align y with X using the same filtered rows
Expand Down
Loading