Estimating Option Values and Spillover Damages for Coastal Protection: Evidence from Oregon’s Planning Goal 18 (doi:10.7910/DVN/BPXSKE)

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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
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Document Description

Citation

Title:

Estimating Option Values and Spillover Damages for Coastal Protection: Evidence from Oregon’s Planning Goal 18

Identification Number:

doi:10.7910/DVN/BPXSKE

Distributor:

Harvard Dataverse

Date of Distribution:

2020-01-05

Version:

1

Bibliographic Citation:

Dundas, Steven J.; Lewis, David J., 2020, "Estimating Option Values and Spillover Damages for Coastal Protection: Evidence from Oregon’s Planning Goal 18", https://doi.org/10.7910/DVN/BPXSKE, Harvard Dataverse, V1, UNF:6:7mS5FRYv3sG/PkZJD/9G0g== [fileUNF]

Study Description

Citation

Title:

Estimating Option Values and Spillover Damages for Coastal Protection: Evidence from Oregon’s Planning Goal 18

Identification Number:

doi:10.7910/DVN/BPXSKE

Authoring Entity:

Dundas, Steven J. (Oregon State University)

Lewis, David J. (Oregon State University)

Distributor:

Harvard Dataverse

Access Authority:

Dundas, Steven

Depositor:

Dundas, Steven

Date of Deposit:

2020-01-02

Holdings Information:

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

Study Scope

Keywords:

Social Sciences, option values, irreversible loss, spillover effects, spatial externalities, private value of climate adaptation, erosion

Abstract:

This paper estimates both option values and spillover damages associated with parcel-level coastal armoring in Oregon. This repository provides a Stata .do file for replication of main results of the paper. Proprietary housing data from CoreLogic was used in our analysis so we are unable to share our full data set. Data files are included with proprietary data deleted with a text string as placeholders.

Methodology and Processing

Sources Statement

Data Access

Notes:

<a href="http://creativecommons.org/publicdomain/zero/1.0">CC0 1.0</a>

Other Study Description Materials

Related Publications

Citation

Title:

Dundas, S.J., and D.J. Lewis. 2020 Estimating Option Values and Spillover Damages for Coastal Protection: Evidence from Oregon’s Planning Goal 18. Journal of the Association of Environmental and Resource Economists.

Bibliographic Citation:

Dundas, S.J., and D.J. Lewis. 2020 Estimating Option Values and Spillover Damages for Coastal Protection: Evidence from Oregon’s Planning Goal 18. Journal of the Association of Environmental and Resource Economists.

File Description--f3654252

File: Fig5_panelA.tab

  • Number of cases: 11

  • No. of variables per record: 5

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

Notes:

UNF:6:Q3s2AUocskO/XwN287olMg==

File Description--f3654253

File: Fig5_panelB.tab

  • Number of cases: 11

  • No. of variables per record: 5

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

Notes:

UNF:6:wnjfaH9fUCG0U+NGd5i+4A==

File Description--f3654254

File: main_estimation.tab

  • Number of cases: 866

  • No. of variables per record: 69

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

Notes:

UNF:6:ag6/W/uHe2QMH7ZLsHCKAw==

File Description--f3654251

File: oceanfront_sales.tab

  • Number of cases: 1519

  • No. of variables per record: 44

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

Notes:

UNF:6:5q+lwPXjNWeaemFK5v0YaA==

Variable Description

List of Variables:
  • SCR - SCR
  • high - high
  • low - low
  • estimate - estimate
  • origin - origin
  • minelv - minelv
  • high - high
  • low  - low
  • estimate - estimate
  • origin - origin
  • pr - Sales Price
  • log_p15 - Natural log of sales price in 2015
  • g18_bin - Goal 18 Eligibility Indicator
  • g18_eroLr - Goal 18 eligibility * long-term shoreline change rate
  • g18emin - Goal 18 eligibility * minimum parcel elevation
  • g18sub - Goal 18 eligibility * NFIP subsidy eligibility
  • elev_min - Minimum parcel elevation (ft)
  • lrr_lt - Long-term shoreline change rate (m/year)
  • setback - Distance from housing structure to actual vegetation line (ft)
  • bed - # of bedrooms
  • bath - # of bathrooms
  • sqfeet - Square footage of home
  • lot_sqft - Square footage of lot
  • age - Age of home at sales date
  • gar - Garage Indicator
  • ac - Air Conditioning Indicator
  • dist_mhw - Distance to Mean High Water (ft)
  • bluff - Bluff-backed beach Indicator
  • dune - Dune-backed beach Indicator
  • flood_100 - 100-year floodplain Indicator
  • d_lighthou - Distance to nearest lighthouse (ft)
  • protect1 - Protected with structure on property
  • d_sps - Distance to nearest armoring structure (ft)
  • CRS - FEMA CRS Indicator
  • NFIPsub - NFIP subsidy eligibility Indicator
  • bed_sq - (# of bedrooms)^2
  • bath_sq - (# of bathrooms)^2
  • sqfeet_sq - (Square footage of home)^2
  • lotsqft_sq - (Square footage of lot)^2
  • age_sq - (Age of home at sales date)^2
  • dmhw_sq - (Distance to Mean High Water)^2
  • dsps_sq - (Distance to nearest armoring structure)^2
  • landslide - Landslide risk Indicator
  • finbase - Finished Basement Indicator
  • quarter - Quarter sold - FE
  • cy - County by year code - FE
  • city - City code - clustering for SEs
  • year - year sold
  • county - county of sale
  • latit - Latitude of parcel
  • longi - Longitude of parcel
  • mktimprovementvalue - Market improvement value at time of sale
  • mkt_sq - (Market improvement value at time of sale)^2
  • ps - Propensity Score
  • d_1 - Spillover parcel (100 ft) Indicator
  • d_2 - Spillover parcel (200 ft) Indicator
  • d_3 - Spillover parcel (300 ft) Indicator
  • d_4 - Spillover parcel (400 ft) Indicator
  • d_5 - Spillover parcel (500 ft) Indicator
  • sp_1 - Indicator for 100' spillover potential
  • sp_er_1 - Interaction of 100' spillover indicator and shoreline change rates
  • sp_el_1 - Interaction of 100' spillover indicator and minimum parcel elevation
  • sp_2 - Indicator for 200' spillover potential
  • sp_er_2 - Interaction of 200' spillover indicator and shoreline change rates
  • sp_el_2 - Interaction of 200' spillover indicator and minimum parcel elevation
  • sp_3 - Indicator for 300' spillover potential
  • sp_er_3 - Interaction of 300' spillover indicator and shoreline change rates
  • sp_el_3 - Interaction of 300' spillover indicator and minimum parcel elevation
  • sp_4 - Indicator for 400' spillover potential
  • sp_er_4 - Interaction of 400' spillover indicator and shoreline change rates
  • sp_el_4 - Interaction of 400' spillover indicator and minimum parcel elevation
  • sp_5 - Indicator for 500' spillover potential
  • sp_er_5 - Interaction of 500' spillover indicator and shoreline change rates
  • sp_el_5 - Interaction of 500' spillover indicator and minimum parcel elevation
  • sp_sub_1 - Interaction of 100' spillover indicator and NFIP subsidy indicator
  • sp_sub_2 - Interaction of 200' spillover indicator and NFIP subsidy indicator
  • sp_sub_3 - Interaction of 300' spillover indicator and NFIP subsidy indicator
  • sp_sub_4 - Interaction of 400' spillover indicator and NFIP subsidy indicator
  • sp_sub_5 - Interaction of 500' spillover indicator and NFIP subsidy indicator
  • id - ID
  • pr - Sales Price
  • log_p15 - Natural log of housing price in 2015
  • g18_bin - Goal 18 Eligibility Indicator
  • g18_eroLr - Goal 18 eligibility * long-term shoreline change rate
  • g18emin - Goal 18 eligibility * minimum parcel elevation
  • g18sub - Goal 18 eligibility * NFIP subsidy eligiblility
  • lrr_lt - Long-term shoreline change rate (m/year)
  • elev_min - Minimum parcel elevation (ft)
  • setback - Distance from housing structure to actual vegetation line (ft)
  • bed - # of bedrooms
  • bath - # of bathrooms
  • sqfeet - Square footage of home
  • lot_sqft - Square footage of lot
  • age - Age of home at sales date
  • gar - Garage Indicator
  • ac - Air Conditioning Indicator
  • dist_mhw - Distance to Mean High Water (ft)
  • bluff - Bluff-backed beach Indicator
  • dune - Dune-backed beach Indicator
  • flood_100 - 100-year floodplain Indicator
  • d_lighthou - Distance to nearest lighthouse (ft)
  • protect1 - Protected with structure on property
  • d_sps - Distance to nearest armoring structure (ft)
  • CRS - FEMA CRS Indicator
  • NFIPsub - NFIP subsidy eligibility Indicator
  • landslide - Landslide risk Indicator
  • finbase - Finished Basement Indicator
  • mktimprovementvalue - Market improvement value at time of sale
  • mkt_sq - (Market improvement value at time of sale)^2
  • quarter - Quarter sold - FE
  • cy - County by year code - FE
  • city - City code - clusters for SEs
  • county - County code
  • year - Year Sold
  • latit - Latitude of parcel
  • longi - Longitude of parcel
  • bed_sq - (# of bedrooms)^2
  • bath_sq - (# of bathrooms)^2
  • sqfeet_sq - (Square footage of home)^2
  • lotsqft_sq - (Square footage of lot)^2
  • age_sq - (Age of home at sales date)^2
  • dsps_sq - (Distance to nearest armoring structure)^2
  • dmhw_sq - (Distance to Mean High Water)^2

Variables

SCR

f3654252 Location:

Summary Statistics: Min. -1.8; Mean -0.3; StDev 0.99498743710662; Max. 1.2; Valid 11.0

Variable Format: numeric

Notes: UNF:6:kvZTUdlVKQdlFqiCJS4rFw==

high

f3654252 Location:

Summary Statistics: Min. 0.156; Max. 0.707; Mean 0.40863636363636363; StDev 0.18510876409682644; Valid 11.0

Variable Format: numeric

Notes: UNF:6:eXkFpxx+Occ5cbziohN6IQ==

low

f3654252 Location:

Summary Statistics: Mean -0.011818181818181828; Min. -0.217; StDev 0.11993066178573199; Max. 0.147; Valid 11.0;

Variable Format: numeric

Notes: UNF:6:GyG0kt5+Z0BkaBMnZJq8aA==

estimate

f3654252 Location:

Summary Statistics: Valid 11.0; Min. -0.0306; Mean 0.19834545454545455; StDev 0.1518561909415376; Max. 0.4273

Variable Format: numeric

Notes: UNF:6:5rVTodioZQt8C00s1Cr7lg==

origin

f3654252 Location:

Summary Statistics: Valid 11.0; StDev 0.0; Mean 0.0; Max. 0.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:XbeLddbha9PiQCTfD5Dw4A==

minelv

f3654253 Location:

Summary Statistics: Valid 11.0; Max. 50.0; Mean 25.0; StDev 16.583123951777; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:Ry8k2nW+MSLfquMI+VMH7w==

high

f3654253 Location:

Summary Statistics: Min. 0.169; Max. 0.487; StDev 0.1066520255103228; Valid 11.0; Mean 0.3176363636363636

Variable Format: numeric

Notes: UNF:6:OWBd6ovDrHgAn/XLGeKSAg==

low

f3654253 Location:

Summary Statistics: StDev 0.0348534594604845; Mean -0.01218181818181818; Max. 0.031; Valid 11.0; Min. -0.076

Variable Format: numeric

Notes: UNF:6:vlZEA9elPv1dCrCFcG02Mw==

estimate

f3654253 Location:

Summary Statistics: Valid 11.0; Mean 0.15262727272727272; Max. 0.2588; StDev 0.07038494286293184; Min. 0.0466;

Variable Format: numeric

Notes: UNF:6:T1VMEir3J3JCxsfaKsb9DA==

origin

f3654253 Location:

Summary Statistics: Min. 0.0; Mean 0.0; StDev 0.0; Max. 0.0; Valid 11.0

Variable Format: numeric

Notes: UNF:6:XbeLddbha9PiQCTfD5Dw4A==

Sales Price

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

Natural log of sales price in 2015

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

Goal 18 Eligibility Indicator

f3654254 Location:

Summary Statistics: Valid 866.0; Min. 0.0; Max. 1.0; Mean 0.5173210161662819; StDev 0.4999886527700923

Variable Format: numeric

Notes: UNF:6:30XbeugbcjIIV+As8HdMqw==

Goal 18 eligibility * long-term shoreline change rate

f3654254 Location:

Summary Statistics: StDev 0.8517856218812969; Min. -1.6799999475479126; Max. 3.940000057220459; Mean 0.3000000010246691; Valid 866.0

Variable Format: numeric

Notes: UNF:6:W9W6nLaWIJialK00gGzeZA==

Goal 18 eligibility * minimum parcel elevation

f3654254 Location:

Summary Statistics: Valid 866.0; Max. 158.39500427246094; Min. 0.0; Mean 15.370407495748749; StDev 28.706428894887882;

Variable Format: numeric

Notes: UNF:6:jWUyPBESHr4ZeOfUgtptQA==

Goal 18 eligibility * NFIP subsidy eligibility

f3654254 Location:

Summary Statistics: Valid 866.0; StDev 0.24401963440017; Max. 1.0; Mean 0.0635103926096997; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:Ag2nVM0Um5KxKK+4kQgFlw==

Minimum parcel elevation (ft)

f3654254 Location:

Summary Statistics: StDev 48.70352811911917; Max. 504.5320129394531; Mean 35.724110754500856; Valid 866.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:yLuxT6AVV9hiFElrlJLnrQ==

Long-term shoreline change rate (m/year)

f3654254 Location:

Summary Statistics: Max. 5.130000114440918; Min. -1.6799999475479126; Valid 866.0; Mean 0.7080600488690011; StDev 1.1739672214513226;

Variable Format: numeric

Notes: UNF:6:tzy3QkzV6TOD8QVuJgyKkg==

Distance from housing structure to actual vegetation line (ft)

f3654254 Location:

Summary Statistics: Valid 866.0; StDev 392.69367193059725; Max. 2615.18408203125; Mean 333.835619842759; Min. 22.17599868774414

Variable Format: numeric

Notes: UNF:6:v2FkvPEZinpueID/T1i/MA==

# of bedrooms

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

# of bathrooms

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

Square footage of home

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

Square footage of lot

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

Age of home at sales date

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

Garage Indicator

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

Air Conditioning Indicator

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

Distance to Mean High Water (ft)

f3654254 Location:

Summary Statistics: StDev 170.21187874962914; Min. 0.0; Mean 161.59819089624298; Max. 908.8983154296875; Valid 866.0;

Variable Format: numeric

Notes: UNF:6:hYHqYDdS72tBqDtGnznYEg==

Bluff-backed beach Indicator

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

Dune-backed beach Indicator

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

100-year floodplain Indicator

f3654254 Location:

Summary Statistics: StDev 0.4998564719439852; Mean 0.520785219399539; Max. 1.0; Valid 866.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:8qxmQDWzxvg/DGf7+k+EWQ==

Distance to nearest lighthouse (ft)

f3654254 Location:

Summary Statistics: Mean 42232.56764372724; Max. 149482.078125; Valid 866.0; StDev 37827.164106021424; Min. 533.280029296875;

Variable Format: numeric

Notes: UNF:6:L0wydj0AzUo8sWzbkbDudg==

Protected with structure on property

f3654254 Location:

Summary Statistics: Max. 1.0; Valid 866.0; Min. 0.0; StDev 0.3279387440281087; Mean 0.12240184757505788

Variable Format: numeric

Notes: UNF:6:4A5F0beaRJTBuLqEcQRogg==

Distance to nearest armoring structure (ft)

f3654254 Location:

Summary Statistics: Max. 39367.6796875; Valid 866.0; StDev 7975.665438538748; Min. 31.68000030517578; Mean 5853.867731596491

Variable Format: numeric

Notes: UNF:6:QjhQDX7+mQGSpyYtMImljw==

FEMA CRS Indicator

f3654254 Location:

Summary Statistics: Min. 0.0; StDev 0.34569495136503137; Valid 866.0; Mean 0.13856812933025472; Max. 1.0

Variable Format: numeric

Notes: UNF:6:Qz+LY7bi+4r/6qDe41Vhyg==

NFIP subsidy eligibility Indicator

f3654254 Location:

Summary Statistics: StDev 0.31413330197138123; Mean 0.11085450346420306; Min. 0.0; Max. 1.0; Valid 866.0

Variable Format: numeric

Notes: UNF:6:Ai95KQEHjmvp7JjNRxddwg==

(# of bedrooms)^2

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

(# of bathrooms)^2

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

(Square footage of home)^2

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

(Square footage of lot)^2

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

(Age of home at sales date)^2

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

(Distance to Mean High Water)^2

f3654254 Location:

Summary Statistics: Max. 826096.125; StDev 115130.7580747533; Mean 55052.60341378998; Min. 0.0; Valid 866.0

Variable Format: numeric

Notes: UNF:6:oS5GZj8214bU+I+hyFIyqA==

(Distance to nearest armoring structure)^2

f3654254 Location:

Summary Statistics: Mean 9.78055523492885E7; Valid 866.0; Max. 1.549814144E9; StDev 2.2254751955956328E8; Min. 1003.6224365234375

Variable Format: numeric

Notes: UNF:6:zP4Gl3WKdd7lz7+kP9Cbzg==

Landslide risk Indicator

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

Finished Basement Indicator

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

Quarter sold - FE

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

County by year code - FE

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

City code - clustering for SEs

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

year sold

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

county of sale

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

Latitude of parcel

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

Longitude of parcel

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

Market improvement value at time of sale

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

(Market improvement value at time of sale)^2

f3654254 Location:

Variable Format: character

Notes: UNF:6:ZAhHs0LDjjgTJ/J+1q2SSw==

Propensity Score

f3654254 Location:

Summary Statistics: Valid 866.0; Min. 2.670923131518066E-4; Max. 0.9958638548851013; Mean 0.46913961593219583; StDev 0.24836273411919726

Variable Format: numeric

Notes: UNF:6:v5e3JoH1ezWF9/vVH9Qq4g==

Spillover parcel (100 ft) Indicator

f3654254 Location:

Summary Statistics: StDev 0.4117074167046963; Max. 1.0; Valid 866.0; Mean 0.21593533487297925; Min. 0.0

Variable Format: numeric

Notes: UNF:6:JzgUWyNsDTqAzmN2aReCjw==

Spillover parcel (200 ft) Indicator

f3654254 Location:

Summary Statistics: Valid 866.0; Max. 1.0; Min. 0.0; Mean 0.2528868360277138; StDev 0.434917815517202

Variable Format: numeric

Notes: UNF:6:mY3wer6FsxHwZR5J+hbZog==

Spillover parcel (300 ft) Indicator

f3654254 Location:

Summary Statistics: Valid 866.0; Max. 1.0; StDev 0.4544828045208314; Min. 0.0; Mean 0.29099307159353366

Variable Format: numeric

Notes: UNF:6:GcACdgJ64ticAdFuv/mR6Q==

Spillover parcel (400 ft) Indicator

f3654254 Location:

Summary Statistics: Mean 0.3233256351039262; Max. 1.0; Valid 866.0; Min. 0.0; StDev 0.4680161330292008

Variable Format: numeric

Notes: UNF:6:ODvnWzlzoS4B575k1/Tm/w==

Spillover parcel (500 ft) Indicator

f3654254 Location:

Summary Statistics: Mean 0.3371824480369513; StDev 0.473020945867246; Min. 0.0; Valid 866.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:JAgHGPp/ao5mMZ5hxqX9Cw==

Indicator for 100' spillover potential

f3654254 Location:

Summary Statistics: Max. 1.0; StDev 0.4117074167046963; Valid 866.0; Min. 0.0; Mean 0.21593533487297925;

Variable Format: numeric

Notes: UNF:6:JzgUWyNsDTqAzmN2aReCjw==

Interaction of 100' spillover indicator and shoreline change rates

f3654254 Location:

Summary Statistics: Valid 866.0; Mean 0.12742494339850494; Max. 4.050000190734863; Min. -1.100000023841858; StDev 0.533126852291337;

Variable Format: numeric

Notes: UNF:6:dYr4kHW1bj3If7ZeRXUnkQ==

Interaction of 100' spillover indicator and minimum parcel elevation

f3654254 Location:

Summary Statistics: Min. 0.0; Valid 866.0; StDev 22.482526820252993; Max. 218.16400146484375; Mean 6.452823024233958;

Variable Format: numeric

Notes: UNF:6:HiyT/OBfnc3jzylni0crWQ==

Indicator for 200' spillover potential

f3654254 Location:

Summary Statistics: Valid 866.0; Max. 1.0; StDev 0.434917815517202; Mean 0.2528868360277138; Min. 0.0

Variable Format: numeric

Notes: UNF:6:mY3wer6FsxHwZR5J+hbZog==

Interaction of 200' spillover indicator and shoreline change rates

f3654254 Location:

Summary Statistics: Max. 4.050000190734863; Min. -1.100000023841858; Valid 866.0; StDev 0.5828427018232137; Mean 0.1542378762203508

Variable Format: numeric

Notes: UNF:6:gYEXeD4FgUmbyLQBoRrdpw==

Interaction of 200' spillover indicator and minimum parcel elevation

f3654254 Location:

Summary Statistics: StDev 24.65424919098721; Valid 866.0; Min. 0.0; Mean 7.88204515532602; Max. 218.16400146484375

Variable Format: numeric

Notes: UNF:6:yLlUPLuo8tCv7NjG3HHRbg==

Indicator for 300' spillover potential

f3654254 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Valid 866.0; StDev 0.4544828045208314; Mean 0.29099307159353366

Variable Format: numeric

Notes: UNF:6:GcACdgJ64ticAdFuv/mR6Q==

Interaction of 300' spillover indicator and shoreline change rates

f3654254 Location:

Summary Statistics: Min. -1.100000023841858; Mean 0.18489607484413279; StDev 0.6388854559518626; Valid 866.0; Max. 4.050000190734863

Variable Format: numeric

Notes: UNF:6:7X7SEMlTmxx7OJ1x10fKUw==

Interaction of 300' spillover indicator and minimum parcel elevation

f3654254 Location:

Summary Statistics: Mean 10.017399667161595; Max. 218.16400146484375; StDev 27.605369864588493; Valid 866.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:ZGMAzQFMfoo8YH7e9BSIzg==

Indicator for 400' spillover potential

f3654254 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Valid 866.0; StDev 0.4680161330292008; Mean 0.3233256351039262;

Variable Format: numeric

Notes: UNF:6:ODvnWzlzoS4B575k1/Tm/w==

Interaction of 400' spillover indicator and shoreline change rates

f3654254 Location:

Summary Statistics: Mean 0.20886836159440794; StDev 0.6691786902182771; Min. -1.100000023841858; Max. 4.050000190734863; Valid 866.0

Variable Format: numeric

Notes: UNF:6:PWermlpcq0Ww2+69GwmVDg==

Interaction of 400' spillover indicator and minimum parcel elevation

f3654254 Location:

Summary Statistics: Max. 504.5320129394531; StDev 32.63788809218446; Min. 0.0; Valid 866.0; Mean 11.528372951092294

Variable Format: numeric

Notes: UNF:6:PwV2g78avvO8Ip7sluU+IQ==

Indicator for 500' spillover potential

f3654254 Location:

Summary Statistics: StDev 0.473020945867246; Min. 0.0; Valid 866.0; Mean 0.3371824480369513; Max. 1.0

Variable Format: numeric

Notes: UNF:6:JAgHGPp/ao5mMZ5hxqX9Cw==

Interaction of 500' spillover indicator and shoreline change rates

f3654254 Location:

Summary Statistics: Valid 866.0; Min. -1.100000023841858; Max. 4.050000190734863; StDev 0.6888222661628036; Mean 0.22710161832296633

Variable Format: numeric

Notes: UNF:6:Zo9pTssKQ+cbSGmiEwLUqA==

Interaction of 500' spillover indicator and minimum parcel elevation

f3654254 Location:

Summary Statistics: Min. 0.0; Mean 12.151460903466063; Valid 866.0; StDev 33.0013704179838; Max. 504.5320129394531

Variable Format: numeric

Notes: UNF:6:zlOIKj1lChYBHxFW9c+C5w==

Interaction of 100' spillover indicator and NFIP subsidy indicator

f3654254 Location:

Summary Statistics: Mean 0.0311778290993071; Max. 1.0; Min. 0.0; Valid 866.0; StDev 0.1738985107459974

Variable Format: numeric

Notes: UNF:6:A/FX9LeCf3mhYYhTMs7/Iw==

Interaction of 200' spillover indicator and NFIP subsidy indicator

f3654254 Location:

Summary Statistics: StDev 0.1800092109405546; Min. 0.0; Max. 1.0; Mean 0.033487297921477976; Valid 866.0

Variable Format: numeric

Notes: UNF:6:mvA00svBMoIStWZAAFlQlw==

Interaction of 300' spillover indicator and NFIP subsidy indicator

f3654254 Location:

Summary Statistics: Mean 0.033487297921477976; Max. 1.0; StDev 0.1800092109405546; Min. 0.0; Valid 866.0

Variable Format: numeric

Notes: UNF:6:mvA00svBMoIStWZAAFlQlw==

Interaction of 400' spillover indicator and NFIP subsidy indicator

f3654254 Location:

Summary Statistics: Min. 0.0; Mean 0.03464203233256367; StDev 0.18297711101691533; Max. 1.0; Valid 866.0

Variable Format: numeric

Notes: UNF:6:eIgQCyOrF0//K6YGoppXQg==

Interaction of 500' spillover indicator and NFIP subsidy indicator

f3654254 Location:

Summary Statistics: Mean 0.03464203233256367; StDev 0.18297711101691533; Max. 1.0; Min. 0.0; Valid 866.0

Variable Format: numeric

Notes: UNF:6:eIgQCyOrF0//K6YGoppXQg==

ID

f3654251 Location:

Summary Statistics: Min. 1.0; StDev 438.6418432692744; Mean 760.0; Valid 1519.0; Max. 1519.0;

Variable Format: numeric

Notes: UNF:6:tqxlvzULx6wTk7zx/N2y9w==

Sales Price

f3654251 Location:

Variable Format: character

Notes: UNF:6:WG4sUbC+vXsn0XEEAYu6NA==

Natural log of housing price in 2015

f3654251 Location:

Variable Format: character

Notes: UNF:6:woXxgE55QmCTjGnQzXEKug==

Goal 18 Eligibility Indicator

f3654251 Location:

Summary Statistics: Mean 0.7248189598420016; Min. 0.0; StDev 0.4467525372303028; Max. 1.0; Valid 1519.0

Variable Format: numeric

Notes: UNF:6:eXuRyLwRCEqY/srEAvX6mg==

Goal 18 eligibility * long-term shoreline change rate

f3654251 Location:

Summary Statistics: Max. 4.03000020980835; Valid 1519.0; StDev 0.7273646653061498; Min. -1.7400000095367432; Mean 0.2765569454727297

Variable Format: numeric

Notes: UNF:6:5Wr0VD9I/2K30b5SgwcMCA==

Goal 18 eligibility * minimum parcel elevation

f3654251 Location:

Summary Statistics: Mean 15.245221431284556; Valid 1519.0; Max. 192.15699768066406; StDev 24.539307460616094; Min. 0.0

Variable Format: numeric

Notes: UNF:6:wkEN9hnXIdiN6a6WIIeNVA==

Goal 18 eligibility * NFIP subsidy eligiblility

f3654251 Location:

Summary Statistics: StDev 0.49474544872967835; Max. 1.0; Valid 1519.0; Mean 0.42659644502962524; Min. 0.0

Variable Format: numeric

Notes: UNF:6:X9LPtxPcCmKFvv+UVVztag==

Long-term shoreline change rate (m/year)

f3654251 Location:

Summary Statistics: StDev 0.976071365911983; Max. 5.130000114440918; Mean 0.5091968410837866; Valid 1519.0; Min. -1.7400000095367432;

Variable Format: numeric

Notes: UNF:6:EHr9hlHejLYIQEUsYQZByw==

Minimum parcel elevation (ft)

f3654251 Location:

Summary Statistics: Mean 26.849110188413878; StDev 39.85930201809902; Min. 0.0; Valid 1519.0; Max. 504.5320129394531

Variable Format: numeric

Notes: UNF:6:xtga+EWbbXBIygqBMoXQqw==

Distance from housing structure to actual vegetation line (ft)

f3654251 Location:

Summary Statistics: Min. 6.336000442504883; Valid 1519.0; Max. 2615.18408203125; Mean 209.3473071022359; StDev 254.15614607367462;

Variable Format: numeric

Notes: UNF:6:p4b/9MKwyOpw2FdeaA/hjQ==

# of bedrooms

f3654251 Location:

Variable Format: character

Notes: UNF:6:WG4sUbC+vXsn0XEEAYu6NA==

# of bathrooms

f3654251 Location:

Variable Format: character

Notes: UNF:6:WG4sUbC+vXsn0XEEAYu6NA==

Square footage of home

f3654251 Location:

Variable Format: character

Notes: UNF:6:WG4sUbC+vXsn0XEEAYu6NA==

Square footage of lot

f3654251 Location:

Variable Format: character

Notes: UNF:6:WG4sUbC+vXsn0XEEAYu6NA==

Age of home at sales date

f3654251 Location:

Variable Format: character

Notes: UNF:6:WG4sUbC+vXsn0XEEAYu6NA==

Garage Indicator

f3654251 Location:

Variable Format: character

Notes: UNF:6:WG4sUbC+vXsn0XEEAYu6NA==

Air Conditioning Indicator

f3654251 Location:

Variable Format: character

Notes: UNF:6:WG4sUbC+vXsn0XEEAYu6NA==

Distance to Mean High Water (ft)

f3654251 Location:

Summary Statistics: StDev 126.44377566263758; Min. 0.0; Max. 908.8983154296875; Valid 1519.0; Mean 121.51058614137001

Variable Format: numeric

Notes: UNF:6:hLxtTJZ8XyfjEeF3YXeCSw==

Bluff-backed beach Indicator

f3654251 Location:

Variable Format: character

Notes: UNF:6:woXxgE55QmCTjGnQzXEKug==

Dune-backed beach Indicator

f3654251 Location:

Variable Format: character

Notes: UNF:6:woXxgE55QmCTjGnQzXEKug==

100-year floodplain Indicator

f3654251 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Mean 0.6379196840026337; Valid 1519.0; StDev 0.48076014840126263

Variable Format: numeric

Notes: UNF:6:R/48jMpKscmDhMxAzbQNFg==

Distance to nearest lighthouse (ft)

f3654251 Location:

Summary Statistics: StDev 40292.29842184961; Valid 1519.0; Mean 54167.707745228756; Max. 149482.078125; Min. 533.280029296875

Variable Format: numeric

Notes: UNF:6:GHnZu7+SpXKg1QE+PyLYVg==

Protected with structure on property

f3654251 Location:

Summary Statistics: Min. 0.0; StDev 0.4293842434583686; Max. 1.0; Valid 1519.0; Mean 0.24358130348913798

Variable Format: numeric

Notes: UNF:6:h6KjXuQ3gAuQpxJKgfm11A==

Distance to nearest armoring structure (ft)

f3654251 Location:

Summary Statistics: StDev 6456.504738112295; Min. 10.5600004196167; Valid 1519.0; Max. 39367.6796875; Mean 3619.9457674742257

Variable Format: numeric

Notes: UNF:6:QirbAtCHsHBoQhw0tzc8Pg==

FEMA CRS Indicator

f3654251 Location:

Summary Statistics: StDev 0.3604820732000403; Min. 0.0; Valid 1519.0; Mean 0.15339038841342942; Max. 1.0

Variable Format: numeric

Notes: UNF:6:m5fwVyREi2RqkoK5h2Z6lQ==

NFIP subsidy eligibility Indicator

f3654251 Location:

Summary Statistics: Mean 0.44502962475312774; StDev 0.49713273641938494; Min. 0.0; Valid 1519.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:VwJrh1TyTy9LAYEJIlnHRA==

Landslide risk Indicator

f3654251 Location:

Variable Format: character

Notes: UNF:6:woXxgE55QmCTjGnQzXEKug==

Finished Basement Indicator

f3654251 Location:

Variable Format: character

Notes: UNF:6:woXxgE55QmCTjGnQzXEKug==

Market improvement value at time of sale

f3654251 Location:

Variable Format: character

Notes: UNF:6:woXxgE55QmCTjGnQzXEKug==

(Market improvement value at time of sale)^2

f3654251 Location:

Variable Format: character

Notes: UNF:6:WG4sUbC+vXsn0XEEAYu6NA==

Quarter sold - FE

f3654251 Location:

Variable Format: character

Notes: UNF:6:woXxgE55QmCTjGnQzXEKug==

County by year code - FE

f3654251 Location:

Variable Format: character

Notes: UNF:6:woXxgE55QmCTjGnQzXEKug==

City code - clusters for SEs

f3654251 Location:

Variable Format: character

Notes: UNF:6:woXxgE55QmCTjGnQzXEKug==

County code

f3654251 Location:

Variable Format: character

Notes: UNF:6:WG4sUbC+vXsn0XEEAYu6NA==

Year Sold

f3654251 Location:

Variable Format: character

Notes: UNF:6:WG4sUbC+vXsn0XEEAYu6NA==

Latitude of parcel

f3654251 Location:

Variable Format: character

Notes: UNF:6:WG4sUbC+vXsn0XEEAYu6NA==

Longitude of parcel

f3654251 Location:

Variable Format: character

Notes: UNF:6:WG4sUbC+vXsn0XEEAYu6NA==

(# of bedrooms)^2

f3654251 Location:

Variable Format: character

Notes: UNF:6:woXxgE55QmCTjGnQzXEKug==

(# of bathrooms)^2

f3654251 Location:

Variable Format: character

Notes: UNF:6:woXxgE55QmCTjGnQzXEKug==

(Square footage of home)^2

f3654251 Location:

Variable Format: character

Notes: UNF:6:woXxgE55QmCTjGnQzXEKug==

(Square footage of lot)^2

f3654251 Location:

Variable Format: character

Notes: UNF:6:woXxgE55QmCTjGnQzXEKug==

(Age of home at sales date)^2

f3654251 Location:

Variable Format: character

Notes: UNF:6:woXxgE55QmCTjGnQzXEKug==

(Distance to nearest armoring structure)^2

f3654251 Location:

Summary Statistics: StDev 1.6704432123538953E8; Max. 1.549814144E9; Mean 5.476301741432641E7; Min. 111.51361083984375; Valid 1519.0

Variable Format: numeric

Notes: UNF:6:/BCE2+nLx/j9nfuw7EcGzg==

(Distance to Mean High Water)^2

f3654251 Location:

Summary Statistics: StDev 63285.42009563748; Valid 1519.0; Mean 30742.325539250938; Min. 0.0; Max. 826096.125

Variable Format: numeric

Notes: UNF:6:f20vKYaA+gqDhlPoK8yj3g==

Other Study-Related Materials

Label:

readme.pdf

Notes:

application/pdf

Other Study-Related Materials

Label:

Replication_DoFile.do

Notes:

application/x-stata-syntax