spatial_regression_notebooks

Jupyter notebooks to illustrate spatial regression functionality

Recommended Installation

The safest installation is in a separate environment with the following installed packages. The version listed is the one used for the notebooks:

numpy 2.1.1
scipy 1.14.1
scikit-learn 1.5.1
pandas 2.2.2
matplotlib 3.9.2
seaborn 0.13.2
pysal 24.07 (this will also install geopandas, otherwise, a separate installation of geopandas is required)
jupyter 1.1.1

Make sure the version of spreg is 1.7. pysal 24.07 includes 1.6.1. To obtain the latest version, use pip install --upgrade spreg.

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
.DS_Store		.DS_Store
10_specification_tests_properties.ipynb		10_specification_tests_properties.ipynb
11_distance_decay.ipynb		11_distance_decay.ipynb
12_estimating_slx.ipynb		12_estimating_slx.ipynb
13_ML_estimation_spatial_lag.ipynb		13_ML_estimation_spatial_lag.ipynb
14_IV_estimation_spatial_lag.ipynb		14_IV_estimation_spatial_lag.ipynb
15_ML_estimation_spatial_error.ipynb		15_ML_estimation_spatial_error.ipynb
16_GMM_estimation_spatial_error.ipynb		16_GMM_estimation_spatial_error.ipynb
17_GMM_higher_order.ipynb		17_GMM_higher_order.ipynb
1_sample_data.ipynb		1_sample_data.ipynb
2_data_input_output.ipynb		2_data_input_output.ipynb
3_basic_mapping.ipynb		3_basic_mapping.ipynb
4_spatial_weights.ipynb		4_spatial_weights.ipynb
5_OLS.ipynb		5_OLS.ipynb
6_TWOSLS.ipynb		6_TWOSLS.ipynb
7_spatial_models.ipynb		7_spatial_models.ipynb
8_spatial_multipliers.ipynb		8_spatial_multipliers.ipynb
9_specification_tests.ipynb		9_specification_tests.ipynb
LICENSE		LICENSE
README.md		README.md