LEADER 03255nam 22004935 450 001 9910157411203321 005 20230810001620.0 024 7 $a10.12987/9780300225174 035 $a(CKB)3710000000984168 035 $a(MiAaPQ)EBC4773632 035 $a(DE-B1597)540172 035 $a(DE-B1597)9780300225174 035 $a(OCoLC)967715494 035 $a(EXLCZ)993710000000984168 100 $a20200229h20172017 fg 101 0 $aeng 135 $aurcnu|||||||| 181 $2rdacontent 182 $2rdamedia 183 $2rdacarrier 200 00$aAnalytics, Policy, and Governance /$fJennifer Bachner, Benjamin Ginsberg, Kathryn Wagner Hill 210 1$aNew Haven, CT : $cYale University Press, $d[2017] 210 4$dİ2017 215 $a1 online resource (270 pages) 300 $aIncludes index. 311 $a0-300-20839-1 311 $a0-300-22517-2 327 $tFrontmatter -- $tContents -- $tIntroduction / $rBachner, Jennifer -- $tI. ENGAGING THE DATA -- $tCHAPTER ONE. Measuring Political and Policy Preferences Using Item Response Scaling / $rClinton, Joshua D. -- $tCHAPTER TWO. Causal Inference with Observational Data / $rEsarey, Justin -- $tCHAPTER THREE. Causal Inference with Experimental Data / $rNickerson, David W. -- $tII. EMERGING DATA SOURCES AND TECHNIQUES -- $tCHAPTER FOUR. Descriptive Network Analysis / $rFurnas, Alexander / Drutman, Lee -- $tCHAPTER FIVE. Learning from Place in the Era of Geolocation / $rMoore, Ryan T. / Reeves, Andrew -- $tCHAPTER SIX. Text Analysis / $rBenoit, Kenneth / Herzog, Alexander -- $tCHAPTER SEVEN. Machine Learning and Governance / $rEngler, Alex C. -- $tIII. IMPLICATIONS FOR GOVERNANCE -- $tCHAPTER EIGHT. Governing a Data-Driven Society / $rHill, Kathryn Wagner -- $tCHAPTER NINE. Big Data and Privacy / $rRegan, Priscilla M. -- $tCHAPTER TEN. Reflections on Analytics / $rGinsberg, Benjamin -- $tContributors -- $tIndex 330 $aThe first available textbook on the rapidly growing and increasingly important field of government analytics This first textbook on the increasingly important field of government analytics provides invaluable knowledge and training for students of government in the synthesis, interpretation, and communication of "big data," which is now an integral part of governance and policy making. Integrating all the major components of this rapidly growing field, this invaluable text explores the intricate relationship of data analytics to governance while providing innovative strategies for the retrieval and management of information. 606 $aGovernment policy$xMathematical models 606 $aVector analysis 607 $aUnited States$xPolitics and government$vTextbooks 615 0$aGovernment policy$xMathematical models. 615 0$aVector analysis. 676 $a320.473 702 $aBachner$b Jennifer, $4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aGinsberg$b Benjamin, $4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aHill$b Kathryn Wagner, $4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bDE-B1597 801 1$bDE-B1597 906 $aBOOK 912 $a9910157411203321 996 $aAnalytics, Policy, and Governance$92894573 997 $aUNINA