{"@context":{"@language":"en","@vocab":"https://schema.org/","citeAs":"cr:citeAs","column":"cr:column","conformsTo":"dct:conformsTo","cr":"http://mlcommons.org/croissant/","rai":"http://mlcommons.org/croissant/RAI/","data":{"@id":"cr:data","@type":"@json"},"dataType":{"@id":"cr:dataType","@type":"@vocab"},"dct":"http://purl.org/dc/terms/","examples":{"@id":"cr:examples","@type":"@json"},"extract":"cr:extract","field":"cr:field","fileProperty":"cr:fileProperty","fileObject":"cr:fileObject","fileSet":"cr:fileSet","format":"cr:format","includes":"cr:includes","isLiveDataset":"cr:isLiveDataset","jsonPath":"cr:jsonPath","key":"cr:key","md5":"cr:md5","parentField":"cr:parentField","path":"cr:path","recordSet":"cr:recordSet","references":"cr:references","regex":"cr:regex","repeated":"cr:repeated","replace":"cr:replace","sc":"https://schema.org/","separator":"cr:separator","source":"cr:source","subField":"cr:subField","transform":"cr:transform","wd":"https://www.wikidata.org/wiki/"},"@type":"sc:Dataset","conformsTo":"http://mlcommons.org/croissant/1.0","name":"Replication Data for: Predictive Inference with Random Forests: A New Perspective on Classical Analyses","url":"https://doi.org/10.7910/DVN/ZLEFIB","creator":[{"@type":"Person","givenName":"Richard","familyName":"McAlexander","affiliation":{"@type":"Organization","name":"Columbia University"},"name":"McAlexander, Richard"}],"description":"This contains replication data for \"Predictive Inference with Random Forests: A New Perspective on Classical Analyses\" by Richard J. McAlexander and Lucas Mentch, published in Research & Politics","keywords":["Social Sciences"],"license":"http://creativecommons.org/publicdomain/zero/1.0","datePublished":"2019-12-11","dateModified":"2019-12-11","includedInDataCatalog":{"@type":"DataCatalog","name":"Harvard Dataverse","url":"https://dataverse.harvard.edu"},"publisher":{"@type":"Organization","name":"Harvard Dataverse"},"version":"1.0","citeAs":"@data{DVN/ZLEFIB_2019,author = {McAlexander, Richard},publisher = {Harvard Dataverse},title = {Replication Data for: Predictive Inference with Random Forests: A New Perspective on Classical Analyses},year = {2019},url = {https://doi.org/10.7910/DVN/ZLEFIB}}","distribution":[{"@type":"cr:FileObject","@id":"fearonlaitin.dta","name":"fearonlaitin.dta","encodingFormat":"application/x-stata","md5":"ee1762c9603a8658910904f8338e7dfe","contentSize":"2206742","description":"Data from Fearon & Laitin's 2003 Paper.","contentUrl":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/ZLEFIB/8YMLAG&format=original"},{"@type":"cr:FileObject","@id":"mcalexander_mentch_rf_replication.R","name":"mcalexander_mentch_rf_replication.R","encodingFormat":"type/x-r-syntax","md5":"91ddff7d5eef0e0b827614b9db118237","contentSize":"17927","description":"Main script","contentUrl":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/ZLEFIB/PQ0FXH"}],"recordSet":[{"@type":"cr:RecordSet","field":[{"@type":"cr:Field","name":"ccode","description":"COW country id number","dataType":"sc:Float","source":{"@id":"20897116","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"ccode"}}},{"@type":"cr:Field","name":"country","description":"country name","dataType":"sc:Text","source":{"@id":"20897179","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"country"}}},{"@type":"cr:Field","name":"cname","description":"abbreviated country name","dataType":"sc:Text","source":{"@id":"20897145","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"cname"}}},{"@type":"cr:Field","name":"cmark","description":"1 for first in each country series","dataType":"sc:Float","source":{"@id":"20897153","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"cmark"}}},{"@type":"cr:Field","name":"year","description":"start year of war/conflict","dataType":"sc:Text","source":{"@id":"20897157","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"year"}}},{"@type":"cr:Field","name":"wars","description":"# wars in progress in country year","dataType":"sc:Float","source":{"@id":"20897113","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"wars"}}},{"@type":"cr:Field","name":"war","description":"1 if war ongoing in country year","dataType":"sc:Float","source":{"@id":"20897144","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"war"}}},{"@type":"cr:Field","name":"warl","description":"lagged war, w/ 0 for start of country series","dataType":"sc:Float","source":{"@id":"20897129","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"warl"}}},{"@type":"cr:Field","name":"onset","description":"1 for civil war onset","dataType":"sc:Float","source":{"@id":"20897112","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"onset"}}},{"@type":"cr:Field","name":"ethonset","description":"1 if onset = 1 & ethwar ~= 0","dataType":"sc:Float","source":{"@id":"20897150","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"ethonset"}}},{"@type":"cr:Field","name":"durest","description":"estimated war duration","dataType":"sc:Float","source":{"@id":"20897132","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"durest"}}},{"@type":"cr:Field","name":"aim","description":"1 = rebels aim at center, 3 = aim at exit or autonomy, 2 = mixed or ambig.","dataType":"sc:Float","source":{"@id":"20897136","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"aim"}}},{"@type":"cr:Field","name":"casename","description":"Id for case, usually name of rebel group(s)","dataType":"sc:Text","source":{"@id":"20897162","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"casename"}}},{"@type":"cr:Field","name":"ended","description":"war ends = 1, 0 = ongoing","dataType":"sc:Integer","source":{"@id":"20897172","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"ended"}}},{"@type":"cr:Field","name":"ethwar","description":"0 = not ethnic, 1 = ambig/mixed, 2 = ethnic","dataType":"sc:Float","source":{"@id":"20897164","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"ethwar"}}},{"@type":"cr:Field","name":"waryrs","description":"war years for each onset","dataType":"sc:Text","source":{"@id":"20897155","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"waryrs"}}},{"@type":"cr:Field","name":"pop","description":"population, in 1000s","dataType":"sc:Float","source":{"@id":"20897167","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"pop"}}},{"@type":"cr:Field","name":"lpop","description":"log of pop","dataType":"sc:Float","source":{"@id":"20897143","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"lpop"}}},{"@type":"cr:Field","name":"polity2","description":"revised polity score","dataType":"sc:Float","source":{"@id":"20897171","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"polity2"}}},{"@type":"cr:Field","name":"gdpen","description":"gdp/pop based on pwt5.6, wdi2001,cow energy data","dataType":"sc:Float","source":{"@id":"20897174","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"gdpen"}}},{"@type":"cr:Field","name":"gdptype","description":"source/type of gdp/pop estimate","dataType":"sc:Float","source":{"@id":"20897166","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"gdptype"}}},{"@type":"cr:Field","name":"gdpenl","description":"lagged gdpenl, except for first in country series","dataType":"sc:Float","source":{"@id":"20897169","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"gdpenl"}}},{"@type":"cr:Field","name":"lgdpenl1","description":"log of lagged gdpen","dataType":"sc:Float","source":{"@id":"20897130","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"lgdpenl1"}}},{"@type":"cr:Field","name":"lpopl1","description":"log population, lagged except for first in country series","dataType":"sc:Float","source":{"@id":"20897125","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"lpopl1"}}},{"@type":"cr:Field","name":"region","description":"country's region, based on MAR project","dataType":"sc:Float","source":{"@id":"20897128","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"region"}}},{"@type":"cr:Field","name":"western","description":"Dummy for Western Democracies & Japan","dataType":"sc:Float","source":{"@id":"20897134","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"western"}}},{"@type":"cr:Field","name":"eeurop","description":"Dummy for Eastern Europe","dataType":"sc:Float","source":{"@id":"20897117","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"eeurop"}}},{"@type":"cr:Field","name":"lamerica","description":"Dummy for Latin America","dataType":"sc:Float","source":{"@id":"20897121","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"lamerica"}}},{"@type":"cr:Field","name":"ssafrica","description":"Dummy for Sub-Saharan Africa","dataType":"sc:Float","source":{"@id":"20897158","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"ssafrica"}}},{"@type":"cr:Field","name":"asia","description":"Dummy for Asia (-Japan)","dataType":"sc:Float","source":{"@id":"20897177","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"asia"}}},{"@type":"cr:Field","name":"nafrme","description":"Dummy for North Africa/Middle East","dataType":"sc:Float","source":{"@id":"20897126","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"nafrme"}}},{"@type":"cr:Field","name":"colbrit","description":"Former British colony","dataType":"sc:Float","source":{"@id":"20897154","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"colbrit"}}},{"@type":"cr:Field","name":"colfra","description":"former French colony","dataType":"sc:Float","source":{"@id":"20897122","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"colfra"}}},{"@type":"cr:Field","name":"mtnest","description":"Estimated % mountainous terrain","dataType":"sc:Float","source":{"@id":"20897148","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"mtnest"}}},{"@type":"cr:Field","name":"lmtnest","description":"log of mtnest","dataType":"sc:Float","source":{"@id":"20897170","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"lmtnest"}}},{"@type":"cr:Field","name":"elevdiff","description":"high - low elevation, in meters","dataType":"sc:Float","source":{"@id":"20897140","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"elevdiff"}}},{"@type":"cr:Field","name":"Oil","description":"> 1/3 export revenues from fuels","dataType":"sc:Float","source":{"@id":"20897137","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"Oil"}}},{"@type":"cr:Field","name":"ncontig","description":"noncontiguous state","dataType":"sc:Float","source":{"@id":"20897152","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"ncontig"}}},{"@type":"cr:Field","name":"ethfrac","description":"ethnic frac. based on Soviet Atlas, plus est's for missing in 1964","dataType":"sc:Float","source":{"@id":"20897123","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"ethfrac"}}},{"@type":"cr:Field","name":"ef","description":"ethnic fractionalization based on Fearon 2002 APSA paper","dataType":"sc:Float","source":{"@id":"20897159","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"ef"}}},{"@type":"cr:Field","name":"plural","description":"share of largest ethnic group (Fearon 2002 APSA)","dataType":"sc:Float","source":{"@id":"20897146","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"plural"}}},{"@type":"cr:Field","name":"second","description":"share of 2nd largest ethnic group (Fearon 2002 APSA)","dataType":"sc:Float","source":{"@id":"20897114","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"second"}}},{"@type":"cr:Field","name":"numlang","description":"# languages in Ethnologue > min(1% pop, 1mill)","dataType":"sc:Float","source":{"@id":"20897168","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"numlang"}}},{"@type":"cr:Field","name":"relfrac","description":"religious fractionalization","dataType":"sc:Float","source":{"@id":"20897138","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"relfrac"}}},{"@type":"cr:Field","name":"plurrel","description":"size of largest confession","dataType":"sc:Float","source":{"@id":"20897142","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"plurrel"}}},{"@type":"cr:Field","name":"minrelpc","description":"size of second largest confession","dataType":"sc:Float","source":{"@id":"20897160","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"minrelpc"}}},{"@type":"cr:Field","name":"muslim","description":"% muslim","dataType":"sc:Float","source":{"@id":"20897119","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"muslim"}}},{"@type":"cr:Field","name":"nwstate","description":"1 in 1st 2 years of state's existence","dataType":"sc:Float","source":{"@id":"20897135","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"nwstate"}}},{"@type":"cr:Field","name":"polity2l","description":"lagged polity2, except 1st in country series","dataType":"sc:Float","source":{"@id":"20897173","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"polity2l"}}},{"@type":"cr:Field","name":"instab","description":"> 2 change in Polity measure in last 3 yrs","dataType":"sc:Float","source":{"@id":"20897151","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"instab"}}},{"@type":"cr:Field","name":"anocl","description":"lagged anocracy (-6 < polity2l < 6)","dataType":"sc:Float","source":{"@id":"20897133","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"anocl"}}},{"@type":"cr:Field","name":"deml","description":"lagged democracy (polity2l > 5)","dataType":"sc:Float","source":{"@id":"20897127","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"deml"}}},{"@type":"cr:Field","name":"empethfrac","description":"ethfrac coded for colonial empires","dataType":"sc:Float","source":{"@id":"20897118","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"empethfrac"}}},{"@type":"cr:Field","name":"empwarl","description":"warl coded for data with empires","dataType":"sc:Float","source":{"@id":"20897163","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"empwarl"}}},{"@type":"cr:Field","name":"emponset","description":"onset coded for data with empires","dataType":"sc:Float","source":{"@id":"20897165","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"emponset"}}},{"@type":"cr:Field","name":"empgdpenl","description":"gdpenl coded for empires data","dataType":"sc:Float","source":{"@id":"20897175","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"empgdpenl"}}},{"@type":"cr:Field","name":"emplpopl","description":"lpopl coded for empires data","dataType":"sc:Float","source":{"@id":"20897178","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"emplpopl"}}},{"@type":"cr:Field","name":"emplmtnest","description":"lmtnest coded for empires data","dataType":"sc:Float","source":{"@id":"20897161","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"emplmtnest"}}},{"@type":"cr:Field","name":"empncontig","description":"ncontig coded for empires","dataType":"sc:Float","source":{"@id":"20897120","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"empncontig"}}},{"@type":"cr:Field","name":"empolity2l","description":"polity2l adjusted for empires (see fn38 in paper)","dataType":"sc:Float","source":{"@id":"20897124","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"empolity2l"}}},{"@type":"cr:Field","name":"sdwars","description":"# Sambanis/Doyle civ wars in progress","dataType":"sc:Float","source":{"@id":"20897115","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"sdwars"}}},{"@type":"cr:Field","name":"sdonset","description":"onset of Sambanis/Doyle war","dataType":"sc:Float","source":{"@id":"20897111","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"sdonset"}}},{"@type":"cr:Field","name":"colwars","description":"# Collier/Hoeffler wars in progress","dataType":"sc:Float","source":{"@id":"20897147","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"colwars"}}},{"@type":"cr:Field","name":"colonset","description":"onset of Collier/Hoeffler war","dataType":"sc:Float","source":{"@id":"20897131","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"colonset"}}},{"@type":"cr:Field","name":"cowwars","description":"# COW civ wars in progress","dataType":"sc:Float","source":{"@id":"20897149","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"cowwars"}}},{"@type":"cr:Field","name":"cowonset","description":"onset of COW civ war","dataType":"sc:Float","source":{"@id":"20897176","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"cowonset"}}},{"@type":"cr:Field","name":"cowwarl","description":"1 if COW war ongoing in last period","dataType":"sc:Float","source":{"@id":"20897156","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"cowwarl"}}},{"@type":"cr:Field","name":"sdwarl","description":"1 if S/D war ongoing in last period","dataType":"sc:Float","source":{"@id":"20897141","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"sdwarl"}}},{"@type":"cr:Field","name":"colwarl","description":"1 if C/H war ongoing in last period","dataType":"sc:Float","source":{"@id":"20897139","fileObject":{"@id":"fearonlaitin.dta"},"extract":{"column":"colwarl"}}}]}]}