pm25_hires_so4_pm_cont.zip

This file is part of "SpaCE: The Spatial Confounding Environment".

Version 29.0

File Citation

Tec, Mauricio; Trisovic, Ana; Audirac, Michelle; Dominici, Francesca, 2023, "SpaCE: The Spatial Confounding Environment", https://doi.org/10.7910/DVN/SYNPBS, Harvard Dataverse, V29; pm25_hires_so4_pm_cont.zip [fileName]

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Download URL	Use the Download URL in a Wget command or a download manager to avoid interrupted downloads, time outs or other failures. User Guide - Downloading via URL `https://qa.dataverse.org/api/access/datafile/11680307`
MD5	110492e8e8b80b6812d4d0e39fd81a85
Deposit Date	2025-06-28
Metadata Release Date	2025-06-28
Publication Date	2025-06-28
Size	759.2 MB
Type	ZIP Archive
Description	This is a synthetic dataset generated for the space project. The dataset was generated using the following configuration: {"spaceenv": {"base_name": "${hydra:runtime.choices.spaceenv}", "covariates": "null", "outcome": "value_pm25", "treament": "???", "index_col": "0", "treatment_max_bins": "10", "scaling": {"outcome": "null", "treatment": "null", "covariates": "null"}, "transforms": {"outcome": "null", "treatment": "null", "covariates": "null"}, "fill_missing_covariate_values": "true", "bsplines": "false", "bsplines_degree": "3", "bsplines_df": "5", "binary_treatment_iteractions": "true", "seed": "42", "autogluon": {"fit": {"presets": "medium_quality", "time_limit": "1800"}, "leave_out_fit": {"presets": "medium_quality", "time_limit": "1800"}, "feat_importance": {"time_limit": "1800"}}, "spatial_tuning": {"init_frac": "0.03", "levels": "1", "buffer": "1"}, "treatment_quantile_valid_range": ["0.025", "0.975"], "outcome_quantile_valid_range": ["0.01", "0.99"], "ensemble_models": ["FASTAI", "CAT", "NN_TORCH", "XGB"], "collection": "pm25_comps_hires_grid", "treatment": "value_so4"}, "num_plot_samples": "50", "debug_subsample": "null"}

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