Replication Data for: Information Matters: Feasible Policies for Reducing Methane Emissions (doi:10.7910/DVN/DXED4C)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
Entire Codebook

Replication Data for: Information Matters: Feasible Policies for Reducing Methane Emissions

doi:10.7910/DVN/DXED4C

Harvard Dataverse

2024-08-26

1

Dunkle Werner, Karl, 2024, "Replication Data for: Information Matters: Feasible Policies for Reducing Methane Emissions", https://doi.org/10.7910/DVN/DXED4C, Harvard Dataverse, V1, UNF:6:OAjse+Q4XXQqWl40hq4x4A== [fileUNF]

Replication Data for: Information Matters: Feasible Policies for Reducing Methane Emissions

doi:10.7910/DVN/DXED4C

Dunkle Werner, Karl (US Treasury)

Harvard Dataverse

Dunkle Werner, Karl

Dunkle Werner, Karl

2024-08-21

https://doi.org/10.7910/DVN/DXED4C

Earth and Environmental Sciences, Social Sciences

Replication Data for: Information Matters: Feasible Policies for Reducing Methane Emissions Includes code and public data. Some data cannot be shared publicly. See description of each file in README.md. Code is also available on github: https://github.com/karldw/paper_hard_to_measure_well Affiliations provided for identification purposes only. The views and findings presented this research do not necessarily represent the views of the US Treasury, the US government, or any other author affiliation.

These Enverus (formerly Drillinginfo) data was extracted using their map interface; it is highly unlikely that another researcher would be able to download exactly the same files. We believe our Enverus data subset can be shared with people who have access to the Enverus entity production headers and entity production monthly datasets.

• Number of cases: 753

• No. of variables per record: 2

• Type of File: text/tab-separated-values

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• Number of cases: 5121

• No. of variables per record: 52

• Type of File: text/tab-separated-values

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• Number of cases: 1181

• No. of variables per record: 10

• Type of File: text/tab-separated-values

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• Number of cases: 95

• No. of variables per record: 12

• Type of File: text/tab-separated-values

UNF:6:4lNb5kyphv6W5VRdT7QbAw==

• DATE - DATE
• VALUE - VALUE
• Name - Name
• Site Name - Site Name
• NASA Log - NASA Log
• Investigator - Investigator
• Comments - Comments
• Flight Scene - Flight Scene
• Date - Date
• RDN Ver - RDN Ver
• Scene - Scene
• GEO Ver - GEO Ver
• YY - YY
• Tape - Tape
• Flight ID - Flight ID
• Flight - Flight
• Run - Run
• Year - Year
• Month - Month
• Day - Day
• UTC Hour - UTC Hour
• UTC Minute - UTC Minute
• Pixel Size - Pixel Size
• Rotation - Rotation
• Number of Lines - Number of Lines
• Number of Samples - Number of Samples
• Solar Elevation - Solar Elevation
• Solar Azimuth - Solar Azimuth
• Mean Scene Elevation - Mean Scene Elevation
• Min Scene Elevation - Min Scene Elevation
• Max Scene Elevation - Max Scene Elevation
• File Size (GB) - File Size (GB)
• Gzip File Size (GB) - Gzip File Size (GB)
• File Size (Bytes) - File Size (Bytes)
• Gzip File Size (Bytes) - Gzip File Size (Bytes)
• Download Name - Download Name
• link_kml_overlay - link_kml_overlay
• link_kml_outline - link_kml_outline
• link_rgb - link_rgb
• link_rgb_small - link_rgb_small
• link_ftp - link_ftp
• link_log - link_log
• Lon1 - Lon1
• Lon2 - Lon2
• Lon3 - Lon3
• Lon4 - Lon4
• Lat1 - Lat1
• Lat2 - Lat2
• Lat3 - Lat3
• Lat4 - Lat4
• kml_poly - kml_poly
• HTML Link Radiance - HTML Link Radiance
• HTML Link Reflectance - HTML Link Reflectance
• HTML Link CH4 - HTML Link CH4
• Source identifier  - Source identifier
• Plume latitude (deg) - Plume latitude (deg)
• Plume longitude (deg) - Plume longitude (deg)
• Candidate identifier - Candidate identifier
• Date of detection - Date of detection
• Time of detection (UTC) - Time of detection (UTC)
• Source type (best estimate) - Source type (best estimate)
• Sectors (IPCC) - Sectors (IPCC)
• Qplume (kg/hr): Plume emissions - Qplume (kg/hr): Plume emissions
• Sigma Qplume (kg/hr): Uncertainty for plume emissions - Sigma Qplume (kg/hr): Uncertainty for plume emissions
• site_id - site_id
• date_sampled - date_sampled
• measurement_method - measurement_method
• num_wells_per_pad - num_wells_per_pad
• slant - slant
• tot_gas_prod_mcfd - tot_gas_prod_mcfd
• site_age_years - site_age_years
• num_accepted_plumes - num_accepted_plumes
• avg_emissions_kg_per_h - avg_emissions_kg_per_h
• sd_emissions_kg_per_h - sd_emissions_kg_per_h
• normalized_emissions_pct - normalized_emissions_pct
• site - site

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Variable Format: character

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Summary Statistics: Max. NaN; StDev NaN; Mean NaN; Min. NaN; Valid 0.0;

Variable Format: numeric

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Summary Statistics: StDev NaN; Min. NaN; Max. NaN; Mean NaN; Valid 0.0;

Variable Format: numeric

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f10466551 Location:

Summary Statistics: Valid 0.0; StDev NaN; Mean NaN; Min. NaN; Max. NaN;

Variable Format: numeric

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f10466551 Location:

Summary Statistics: StDev 1.3725128566134377; Mean 16.570201132591365; Min. 14.0; Max. 19.0; Valid 5121.0

Variable Format: numeric

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f10466551 Location:

Summary Statistics: Mean NaN; Min. NaN; Max. NaN; StDev NaN; Valid 0.0;

Variable Format: numeric

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Variable Format: character

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Summary Statistics: Min. 2.014053E7; StDev 13700.324082917186; Mean 2.0166474145869948E7; Max. 2.0190909E7; Valid 5121.0;

Variable Format: numeric

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f10466551 Location:

Summary Statistics: Max. 235951.0; Min. 120.0; Valid 5121.0; Mean 170902.55243116553; StDev 55920.562793098754

Variable Format: numeric

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f10466551 Location:

Summary Statistics: Mean 2016.5702011325914; StDev 1.3725128566134377; Min. 2014.0; Valid 5121.0; Max. 2019.0

Variable Format: numeric

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f10466551 Location:

Summary Statistics: StDev 3.1122625345743264; Mean 7.882444834993174; Min. 1.0; Valid 5121.0; Max. 20.0;

Variable Format: numeric

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f10466551 Location:

Summary Statistics: Valid 5121.0; Max. 31.0; Mean 14.662175356375739; StDev 8.511820404298115; Min. 1.0

Variable Format: numeric

Notes: UNF:6:JXuDRgg8gKYvo1iQu4sKRg==

f10466551 Location:

Summary Statistics: Min. -999.0; Valid 5121.0; StDev 1.9449537683060527E7; Mean 271775.4313610541; Max. 1.391831516E9;

Variable Format: numeric

Notes: UNF:6:O46jD+Lg1Q/7xEHoAoAWgQ==

f10466551 Location:

Summary Statistics: Mean 1.895918765867237; Valid 5121.0; Max. 59.0; Min. -999.0; StDev 166.22493439138015

Variable Format: numeric

Notes: UNF:6:BVhsvcuZlfydL3oC8TMFEQ==

f10466551 Location:

Summary Statistics: Mean 3.546748681898071; Max. 26.5; Valid 5121.0; StDev 2.0807191686763553; Min. 0.1

Variable Format: numeric

Notes: UNF:6:VQVpHQXs6rANMiTxUhzoAg==

f10466551 Location:

Summary Statistics: Max. 90.0; Mean 12.281195079086437; Min. -89.0; StDev 55.61377885253833; Valid 5121.0;

Variable Format: numeric

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f10466551 Location:

Summary Statistics: Min. 34.0; Max. 49810.0; Mean 8359.840851396217; StDev 5351.336582262326; Valid 5121.0;

Variable Format: numeric

Notes: UNF:6:KMj31VnjN60HpoexumAtww==

f10466551 Location:

Summary Statistics: Valid 5121.0; StDev 399.6663106890548; Max. 16877.0; Min. 2.0; Mean 819.9839875024418

Variable Format: numeric

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f10466551 Location:

Summary Statistics: Mean 32.073438781488015; StDev 176.56334057462718; Valid 5121.0; Max. 248.91; Min. -999.0

Variable Format: numeric

Notes: UNF:6:fQ4gg8ixcfLywr1kamitcg==

f10466551 Location:

Summary Statistics: Valid 5121.0; Max. 282.24; Mean 132.05897871509467; StDev 196.2887820684857; Min. -999.0

Variable Format: numeric

Notes: UNF:6:vIWAYLreUA1kD0Ca9FGa1g==

f10466551 Location:

Summary Statistics: Min. -999.0; Mean 309.11144698301104; StDev 583.5955829715559; Max. 5228.64; Valid 5121.0

Variable Format: numeric

Notes: UNF:6:yRjGSOowURqLdaSX4G96aA==

f10466551 Location:

Summary Statistics: Max. 3854.63; Min. -999.0; StDev 484.13317637666523; Mean 221.2224155438388; Valid 5121.0

Variable Format: numeric

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f10466551 Location:

Summary Statistics: Valid 5121.0; StDev 730.8150172676318; Mean 457.78439562585424; Max. 6360.81; Min. -999.0;

Variable Format: numeric

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f10466551 Location:

Summary Statistics: StDev 20.40073873974435; Mean 13.292148017965243; Valid 5121.0; Max. 974.34; Min. 0.37;

Variable Format: numeric

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f10466551 Location:

Variable Format: character

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f10466551 Location:

Summary Statistics: Mean 1.4273097965678545E10; Valid 5121.0; Min. 3.94723328E8; Max. 1.05E12; StDev 2.1940434072370426E10

Variable Format: numeric

Notes: UNF:6:MlkSPpqM514XyseI0G0MGA==

f10466551 Location:

Variable Format: character

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f10466551 Location:

Variable Format: character

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f10466551 Location:

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f10466551 Location:

Variable Format: character

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f10466551 Location:

Variable Format: character

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f10466551 Location:

Variable Format: character

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f10466551 Location:

Variable Format: character

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f10466551 Location:

Summary Statistics: StDev 68.74928569350371; Min. -166.65132; Valid 5118.0; Max. 88.803564; Mean -89.76529709847598

Variable Format: numeric

Notes: UNF:6:KxkEo9y8ZXQbvUSFlm6R4A==

f10466551 Location:

Summary Statistics: Mean -89.73954685267682; Valid 5118.0; Min. -166.561104; Max. 88.803824; StDev 68.74766226830408;

Variable Format: numeric

Notes: UNF:6:gB65++ourCOKpfFHVgel1Q==

f10466551 Location:

Summary Statistics: StDev 68.74141523027784; Max. 88.809131; Valid 5118.0; Min. -166.177726; Mean -89.75306275849942

Variable Format: numeric

Notes: UNF:6:gazJqoiWvGI1KAO6VdalvA==

f10466551 Location:

Summary Statistics: Mean -89.77884921121536; Valid 5118.0; Min. -166.244578; StDev 68.74297319927014; Max. 88.80901

Variable Format: numeric

Notes: UNF:6:B1PFkFFREgHNu33dfWr6QQ==

f10466551 Location:

Summary Statistics: Max. 83.821901; StDev 14.558292043443606; Mean 40.64124557053536; Min. 9.200692; Valid 5118.0

Variable Format: numeric

Notes: UNF:6:Bby92rS8sYLWXhiaHmHKPg==

f10466551 Location:

Summary Statistics: Max. 83.80431; Valid 5118.0; Min. 9.226295; StDev 14.556666449935598; Mean 40.64332360707308;

Variable Format: numeric

Notes: UNF:6:Sjge3d4j1HFFvQXFYM23uA==

f10466551 Location:

Summary Statistics: Min. 9.225691; Valid 5118.0; StDev 14.599499141626408; Max. 84.336629; Mean 40.79215427510746;

Variable Format: numeric

Notes: UNF:6:JrVoTA3q+IBPgHK/mZiAXA==

f10466551 Location:

Summary Statistics: StDev 14.60115676957656; Valid 5118.0; Max. 84.355872; Min. 9.200089; Mean 40.790078895271584

Variable Format: numeric

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f10466551 Location:

Variable Format: character

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f10466551 Location:

Variable Format: character

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f10466551 Location:

Variable Format: character

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f10466551 Location:

Summary Statistics: StDev NaN; Max. NaN; Mean NaN; Min. NaN; Valid 0.0

Variable Format: numeric

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f10466659 Location:

Variable Format: character

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f10466659 Location:

Summary Statistics: StDev 1.2346423083677285; Min. 32.694343; Mean 35.58778574733277; Valid 1181.0; Max. 39.560573

Variable Format: numeric

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f10466659 Location:

Summary Statistics: Mean -119.47240485681625; Valid 1181.0; Max. -114.4933822; StDev 1.1452959056683152; Min. -122.565631

Variable Format: numeric

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Variable Format: character

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f10466659 Location:

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f10466659 Location:

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f10466659 Location:

Variable Format: character

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f10466659 Location:

Summary Statistics: Min. 9.0; StDev 294.1938564334646; Max. 2595.0; Mean 270.26476190476177; Valid 1050.0

Variable Format: numeric

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f10466659 Location:

Summary Statistics: Max. 1184.0; Min. 2.0; Valid 1050.0; Mean 92.95428571428552; StDev 119.1808065018489

Variable Format: numeric

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f10466638 Location:

Summary Statistics: Valid 95.0; StDev 27.568097504180443; Min. 1.0; Max. 95.0; Mean 48.0

Variable Format: numeric

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f10466638 Location:

Variable Format: character

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f10466638 Location:

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f10466638 Location:

Summary Statistics: StDev 1.8195774954747252; Mean 2.336842105263157; Min. 1.0; Valid 95.0; Max. 8.0

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f10466638 Location:

Variable Format: character

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f10466638 Location:

Summary Statistics: StDev 785.3978553842315; Max. 5470.0; Valid 95.0; Min. 1.0; Mean 323.1506315789474

Variable Format: numeric

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f10466638 Location:

Summary Statistics: Mean 10.454536842105263; Valid 95.0; Min. 0.32; StDev 14.709227138678813; Max. 63.5;

Variable Format: numeric

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f10466638 Location:

Summary Statistics: Mean 3.0105263157894737; StDev 2.2000712601713674; Max. 11.0; Valid 95.0; Min. 1.0

Variable Format: numeric

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f10466638 Location:

Summary Statistics: Valid 95.0; StDev 18.397918185214106; Mean 9.817473684210528; Min. 0.06; Max. 141.0

Variable Format: numeric

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f10466638 Location:

Summary Statistics: Mean 4.0551562500000005; StDev 12.325031181542384; Valid 64.0; Max. 96.0; Min. 0.03

Variable Format: numeric

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f10466638 Location:

Summary Statistics: Min. 0.0; Mean 12.460421052631581; StDev 35.99598369782412; Max. 278.91; Valid 95.0;

Variable Format: numeric

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Variable Format: character

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.gitignore

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README.md

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bea_industry_facts.R

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compile_stan.R

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constants.json

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convert_well_info_to_parquet.py

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download_prices.sh

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generate_code_cites.R

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group_into_dbscan_clusters.py

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group_into_well_pads.R

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journal_pub.R

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match_jpl_measurements.R

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model_data_prep.r

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model_data_prep_robustness.r

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outcomes_analysis.py

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outcomes_analysis_helpers.py

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outcomes_analysis_tests.py

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output_model_fits.R

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plot_epa_emissions.R

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plot_leak_distributions.R

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plot_natural_gas_prices.R

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plot_well_operator_stats.R

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policy_aggregate_abatement_plot.R

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policy_audit_gains_rel_plot.R

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policy_graphs_generator.R

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policy_output_helper_functions.r

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policy_robustness_plots.R

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policy_snippets_generator.R

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policy_tables_generator.R

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prep_nat_gas_price_data.R

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run_stan.R

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setup_cmdstan.R

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setup_r_library.R

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shared_functions.r

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snl_nat_gas_basin_match.csv

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stan_helper_functions.r

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summary_stats.R

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tests.R

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version_info_cmdstan.txt

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zip_for_replication.py

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install_snakemake.yml

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predict_lyon_lightgbm.yml

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py_scripts.yml

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r_scripts.yml

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09_twopart_lognormal_heterog_alpha_generate.stan

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09_twopart_lognormal_heterog_alpha_model.stan

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current_cost_depreciation_of_private_fixed_assets_by_industry.xls

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gdp_by_industry.xls

application/vnd.ms-excel

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source_notes.yml

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SHA256SUM

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data_dict_production.pdf

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data_dict_wells.pdf

application/pdf

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Drillinginfo Well dictionary.pdf

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