Module 4

Reporting Regression Results

Assemble coefficient, uncertainty, p-value, fit, and interpretation into a report table.

Loading notebook...reportingregression tableprofessional interpretation

Notebook lab guide

Related dataset

CEOSAL2

Estimated time

25 to 40 min

Packages

pandas, numpy, statsmodels, patsy

Expected output

A regression or inference table with coefficients, uncertainty, and short interpretation notes.

Learning goals

Common errors

File not found: check that CEOSAL2.DTA is installed or use the course data folder.
Package import error: use the browser notebook first, then download for local Jupyter if your local packages differ.
Column name error: compare your variable names with the dataset variables listed for this notebook.

Dataset path helper

import pandas as pd

df = pd.read_stata("/data/CEOSAL2.DTA")
df.head()

Loading notebook runner...