Highway safety analytics and modeling: techniques and methods for analyzing crash data dominique lor

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Highway Safety Analytics and Modeling: Techniques and Methods for Analyzing Crash Data Dominique Lord

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HIGHWAY SAFETY ANALYTICS AND MODELING

DOMINIQUE LORD

XIAO QIN

SRINIVAS R.GEEDIPALLY

Elsevier

Radarweg29,POBox211,1000AEAmsterdam,Netherlands TheBoulevard,LangfordLane,Kidlington,OxfordOX51GB,UnitedKingdom 50HampshireStreet,5thFloor,Cambridge,MA02139,UnitedStates

Copyright © 2021ElsevierInc.Allrightsreserved.

Nopartofthispublicationmaybereproducedortransmittedinanyformorbyanymeans, electronicormechanical,includingphotocopying,recording,oranyinformationstorageand retrievalsystem,withoutpermissioninwritingfromthepublisher.Detailsonhowtoseek permission,furtherinformationaboutthePublisher’spermissionspoliciesandourarrangements withorganizationssuchastheCopyrightClearanceCenterandtheCopyrightLicensingAgency,can befoundatourwebsite: www.elsevier.com/permissions.

Thisbookandtheindividualcontributionscontainedinitareprotectedundercopyrightbythe Publisher(otherthanasmaybenotedherein).

Notices

Knowledgeandbestpracticeinthis fieldareconstantlychanging.Asnewresearchand experiencebroadenourunderstanding,changesinresearchmethods,professionalpractices,or medicaltreatmentmaybecomenecessary.

Practitionersandresearchersmustalwaysrelyontheirownexperienceandknowledgein evaluatingandusinganyinformation,methods,compounds,orexperimentsdescribedherein. Inusingsuchinformationormethodstheyshouldbemindfuloftheirownsafetyandthesafety ofothers,includingpartiesforwhomtheyhaveaprofessionalresponsibility.

Tothefullestextentofthelaw,neitherthePublishernortheauthors,contributors,oreditors, assumeanyliabilityforanyinjuryand/ordamagetopersonsorpropertyasamatterofproducts liability,negligenceorotherwise,orfromanyuseoroperationofanymethods,products, instructions,orideascontainedinthematerialherein.

LibraryofCongressCataloging-in-PublicationData

AcatalogrecordforthisbookisavailablefromtheLibraryofCongress

BritishLibraryCataloguing-in-PublicationData

AcataloguerecordforthisbookisavailablefromtheBritishLibrary

ISBN:978-0-12-816818-9

ForinformationonallElsevierpublicationsvisitour websiteat https://www.elsevier.com/books-and-journals

Publisher: JoeHayton

AcquisitionsEditor: BrianRomer

EditorialProjectManager: BarbaraMakinster

ProductionProjectManager: SwapnaSrinivasan

CoverDesigner: MarkRogers

TypesetbyTNQTechnologies

DominiqueLord:

Tomyfamily(LeahandJavier),mymother(Diane),mybrother(Se ´ bastien), andmytwoformeradvisors(Dr.EzraHauerandDr.BhagwantPersaud).

XiaoQin:

Tomyfamily(Yuchen,Ethan,andEva),myparents(XingpoandGuangqin),mybrother(Hui),andmyformeradvisor(Dr.JohnIvan)

SrinivasR.Geedipally:

Tomyfamily(Ashwini,Akshath,andSvidha),myparents(RamReddy andLaxmi),andmybrother(RajasekharReddy).Specialthankstomy formeradvisor,Dr.Lord,forinvolvingmeinthisproject.

Preface

Theprimarypurposeofthistextbookistoprovidethestate-of-the-art knowledgeabouthowtobetteranalyzesafetydatagiventheirunique characteristics.Thistextbookprovidesthelatesttoolsandmethods documentedinthehighwaysafetyliterature,someofwhichhavebeen developedorintroducedbytheauthors.Thetextbookcoversallaspects ofthedecision-makingprocess,fromcollectingandassemblingdatato makingdecisionsbasedontheanalysisresults,andissupplementedby real-worldexamplesandcasestudiestohelpunderstandthestateofpracticeontheapplicationofmodelsandmethodsinhighwaysafety.Where warranted,helpfulhintsandsuggestionsareprovidedbytheauthorsin thetexttosupporttheanalysisandinterpretationofsafetydata.

Thetextbookissuitableforcollegestudents,safetypractitioners (e.g.,trafficengineers,highwaydesigners,dataanalysts),scientists,and researcherswhoworkinhighwaysafety.ThistextbookspecificallycomplementstheHighwaySafetyManual(HSM)publishedbyAAHSTOand theRoadSafetyManual(RSM)bytheWorldRoadAssociation.The publicationoftheHSM,RSM,andothersafety-orientedguidelineshas substantiallyincreasedthedemandfortrainingengineersandscientists aboutunderstandingtheconceptsandmethodsoutlinedwithin.Hence, thecontentofthistextbookhelpsfillinthisgapbydescribingthemethods ingreaterdepthandallowsthereaderstobroadentheirknowledgeabout thefundamentalprinciplesandtheoriesofhighwaysafety.

Allthreeauthorsofthistextbookhavetaughtgraduate-levelcoursesin highwaysafetyatdifferentinstitutions.Thematerialcoveredhadtobe usedfromvarioussources,includingchapters(orpartofthem)ofvarious textbooksinareaswithinandperipheraltohighwaysafety,published peer-reviewedpapers,classnotesfromtheworldleadersinhighway safety(e.g.,Dr.EzraHauer),researchreports,andmanualspublished bynationalpublicagencies.Mostofthesematerialsdidnotcontainexercisesandproblemsthatstudentscouldusetoapplytheknowledgeacquiredfromthesedocuments.Throughouttheyears,itbecameclear thatatextbookwasneededthatcouldcombinealltheseimportanttopics intoasingledocument.Theonefromwhichstudentscouldreadand learnabouttheoreticalprinciplesandapplythemusingobserved(or simulated)data.Inthisregard,thetextbookincludesmorethannine

datasetsformorethan40exercises.Mostofthesedatasetshavebeenused inpeer-reviewedpublications.Allthedatasetscanbefoundatthelead author’swebsite: https://ceprofs.civil.tamu.edu/dlord/Highway_Safety_ Analytics_and_Modeling.htm.

Thecontentofthetextbookisbasedonanaccumulationofmorethan 40yearsofresearchandapplicationsrelatedtomethodsandtoolsutilized foranalyzingsafetydata.Thetextbookisdividedintothreegeneralareas. Thefirstareaincludeschaptersthatdescribefundamentalandtheoretical principlesassociatedwithsafetydataanalyses.Thisareacoversthenatureofthecrashprocessfromthehumanandstatistical/mathematical perspectives,aswellaskeycrash-frequencyandcrash-severitymodels thathavebeendevelopedinthehighwaysafetyliterature.Thesecond areagroupschaptersthatdescribehowthevariousmodelsdescribedin thefirstareaareapplied.Thechaptersincludemethodsforexploring safetydata,conductingcross-sectionalandbefore-afterstudies,identifyinghazardoussitesorsiteswithpromiseaswellastoolsforincorporatingspatialcorrelationandidentifyingcrashriskonanearreal-time basis.Thethirdareaassemblesalternativesafetyanalysistools.The methodsincludehowtousesurrogatemeasuresofsafetyanddataminingtechniquesforextractingrelevantinformationfromdatasets, includingthosecategorizedasbigdata(e.g.,naturalisticdata).

Itishopedthatthecontentwillhelpreaderstobetterunderstandthe analyticaltoolsthathavebeenusedtoanalyzesafetydatatomake informeddecisionsforreducingthenegativeeffectsassociatedwith crashesacrosstheglobe.ThisisevenmoreimportantgiventheVision Zeroprogramsthathavebeenincreasinglyimplementedbyvarious agenciesinEurope,NorthAmerica,andEurasiaamongothers.Thecontentshouldalsohelpimproveordevelopnewtoolsaimedatestimating thesafetyperformanceofconnectedandautomatedvehicles,especially whentheywillbedeployedinmixed-drivingenvironments(withinthe nextdecade).

Forimplementingmethodsandtechniquesproposedinthistextbook, theauthorshaveprovidedcomputercodesforthreeadvancedsoftware languages.Ofcourse,themethodsarenotrestrictedtojustthree,but manyothersoftwarelanguagescanbeeasilyimplementedtobeutilized giventheparameterizationdescribedinthetextbook.Alongthesame line,MicrosoftExcelprovidessimple,flexible,andadequatetoolsthat canbeusedtoimplementvarioussimplermethods,suchasthegraphical methodspresentedinChapter5orbefore-afterstudiesdescribedin Chapter7.

Thistextbookwouldneverhavecometocompletionwithoutthe significanthelpandinputfromnumerousindividuals,colleagues,and formerandcurrentgraduatestudents:ZhiChen,SomaDhavala,Kathleen

Fitzgerald-Ellis,AliShirazi,IoannisTsapakis,YuanchangXie,ChengchengXu,andLaiZheng.Afterafewrequestsonsocialmedia,several peoplehaveofferedinformationaboutgettingaccesstosafetydatabases orgivinguspermissiontousedatasets.TheyincludeJonathanAgueroValverde(CostaRica),AmirPooyanAfgahri(Australia),DavidLlopis Castello ´ (Spain),AlineChouinard(Canada),StijnDaniels(Belgium), ThomasJonsson(Sweden)NeerajKumar(Netherlands),PeiFenKuo (Taiwan),EmadSoroori(Australia),ShawnTurner(NewZealand),and SimonWashington(Australia).

Finally,thistextbookprojectwouldnothavebeenpossiblewithoutthe supportfromElsevier.First,alargethankyoutoBrianRomer,whofirst approachedtheauthorsseveralyearsagoandconvincedustoprepare abookonhighwaysafety(givenourreluctanceabouttheeffortneeded forsuchanendeavor).Thankstothetwobookmanagerswhokeptus onourtoesforthedurationofthisproject:BarbaraMakinsterandAli Afzal-Khan.SpecialthankstoNarmathaMohanforhelpingusmanage copyrightinformationandpermissionlog,andSwapnaSrinivasanfor handlingtheproductionofthetextbook.Thecontentofthistextbook hasbeenpartlyfundedbytheA.P.andFlorenceWileyFacultyFellow providedbytheCollegeofEngineeringatTexasA&MUniversityand project01-001fromtheSafetythroughDisruption(Safe-D)University TransportationCenter(UTC).

DominiqueLord, TexasA&MUniversity XiaoQin, UniversityofWisconsin Milwaukee

SrinivasR.Geedipally, TexasA&MTransportationInstitute

1 Introduction

1.1Motivation

Althoughalotofefforthasbeenplacedbyagenciesacrosstheworldto reducethenumberandseverityofcrashes1 viaimprovementsinhighway design,vehicletechnology,trafficpolicy,emergencyservices,andthelike, theeffectsofhighwaycrashesonroadtransportnetworksarestillamajor sourceofmorbidity(LordandWashington,2018). Fig.1.1 illustratesthe historicalstatisticsinroadwayfatalitiesintheUnitedStatesbetween1913 and2018(similartrendshavebeenobservedamongmostindustrialized countries).Thisfigureshowsthatthetrendinroadwayfatalitieshasbeen slightlygoingdownsinceearly1970s,withsharpdecreasesduringeconomicrecessions(furtherdiscussedlater).Thisfigurealsodemonstrates thatwhenthevaluesareanalyzedbytakingintoaccountthevehiclemiles traveled(ameasureofexposure),theratehasbeengoingsignificantly downsincethebeginningofofficialcrashdatacollectedbythefederal government.Eventhoughthecrashrateshowsagreatreduction,theraw numbers,asapublichealthmeasure,arestillthemostimportantfactor thatguidestheallocationofresources.Forexample,althoughthecrash rateisgenerallygoingdown,thenumberofinjuredpeoplearrivingat variousemergencyroomslocatedwithinajurisdiction,orthepatient

1 Inthistextbook,weusetheterm“crash”toreflectoutcomeofacollisionbetweenavehicle andafixedobject(i.e.,aneventwhereonlyonevehicleisinvolved),oneormorevehicles, oroneormorevulnerableroadusers(i.e.,pedestrians,cyclists,etc.).Althoughsome peopledonotliketolabelacrashan“accident”becausethewordaccidentcould absolvethedriverofanyresponsibility,thewordaccidentcouldstillbeemployedas thatwordreferstotheprobabilisticnatureoftheevent.Ifaccidentswerecomingfroma deterministicsystem,weshouldthereforebeableto“predict”withcertaintywhenone ormorecrasheswouldoccurinthefuture.Obviously,inthecontextofthistextbook, thisisnotpossible.

FIGURE1.1 Numberoffatalitiesandfatalitiesper100millionvehiclemilesintheUnited Statesbetween2013and1018(NSC,2018).

arrivalrate,istheprimarymetricthatthehospitalmanagementusesto allocatemedicalservices.Thesameinformationisalsoneeded,for example,formanagingfirstresponders,suchasemergencymedical services,firefighters,andnational,regional,andlocalpoliceforces.Hence, thedesiredattentionusuallyfocusesoncrashorinjurycountsformany safetyinterventions,althoughexposureintermsofvehiculartrafficand/or segmentlengthmaystillneedtobeincorporatedintosomeofthemethods utilizedforassessingsafety.

AccordingtotheWorldHealthOrganization(WHO),between2000and 2016,roadway-relatedcrashesincreasedfromabout1.15millionto1.35 milliondeathsglobally(WHO,2018).Onanannualbasis,about80million nonfatalinjurieswarrantingmedicalcareoccuronhighwaynetworks (WordBank,2014).Roadtrafficinjuriesarerankedeighthastheleading causeofdeath(2.5%)amongpeopleofallages,rightinfrontofdiarrheal diseasesandtuberculosis(WHO,2018).Vulnerableroadusers(i.e., pedestriansandcyclists)represent26%ofroadinjurydeaths,whiledrivers andpassengersofmotorizedtwo-wheelandthree-wheelvehiclesaccount foranother28%worldwide(WHO,2018).Unfortunately,whilealarge proportionofhigh-incomecountrieshaveobservedeitherareductionor nochangeintraffic-relateddeathsbetween2013and2016,asignificant numberofmiddle-andlow-incomecountrieshaveobservedanincreasein traffic-relateddeaths(WHO,2018),inlargepartattributedtotherapid motorizationobservedindevelopingcountries(WorldBank,2014).

Theeconomicburdenofcrashessignificantlyimpactstheglobal economy.IntheUnitedStates,forinstance,highwaycrashesare estimatedtohavecausedmorethanUS$871billionineconomiclossand societalharmin2010(Blincoeetal.,2015).InEurope,itisestimatedthat

crasheshavecostmorethanUS$325billion(V280billion)ineconomic harmin2015(thisvalueisconsideredunderestimated)(Wijnenetal., 2017),whileinAustraliatheeconomicburdenwasestimatedtobeUS$ 23.9billion(AU$33.2)in2016(Litchfield,2017).Globally,itisestimated that3%ofgrossdomesticproduct(GDP)islosttohighwaycrashes(all severities)andcanbeashighas5%formiddle-andlow-incomecountries (WHO,2015).Inshort,inadditiontothepainandsufferingthatcrashes havecausedtothevictimsofsuchevents,highwaycrashescansignificantlyimpedeacountry’seconomicgrowthorviabilityacrosstheglobe.

Asdescribedin Fig.1.1,therelationshipthateconomicactivityis stronglylinkedtothenumberoffatalitiesobservedonhighwayshasnow beenwellestablished(WijnenandRietveld,2015; Elviketal.,2015; Wegmanetal.,2017; NolandandZhou,2017; Shimu,2019).Intimesof economicgrowth,thenumberofcrashesincreases,whileduring economichardship(i.e.,recession),thenumberofcrashesdecreases. Fig.1.2 illustratessucharelationshipindetail,duringthe“GreatRecession”of2007 09intheUnitedStates(theright-handsideof Fig.1.1).The influencingfactorsincludeunemploymentlevel,especiallyamongyoung people,modeshiftforpeoplewhoareunemployedandlowerexposure byhigh-riskdrivers(e.g.,driversbelow25yearsold)duringrecession periods(Bloweretal.,2019).Therelationshipbetweeneconomicactivity andcrashriskisveryimportanttobeunderstoodbeforeanalyticaltools areusedforanalyzinghighwaycrashdata.Thisistoavoidthepotential confoundingeffectswhentreatmentsareimplementedandevaluatedfor reducingthenumberandseverityofcrashes.

FIGURE1.2 Fatalitiestrendduringthegreatrecessionof2007 09intheUnitedStates (NCS,2018).

Giventhemagnitudeoftheproblemassociatedwithhighwaycrashes, numerouspublictransportationagenciesacrosstheworld,fromnational tolocalagencies,haveplacedalotofeffort(i.e.,labor,promotion,etc.)and allocatedalargeamountoffundsforreducingthenumberandseverityof crashes,especiallyoverthelast25years.Forexample,intheUnited States,theNationalHighwayTransportationSafetyAgency(NHTSA)has devotedUS$908millionforhighway-safetyinitiativesrelatedtovehicle safety,driversafety,andtrafficenforcementin2016(NHTSA,2016).In 2019,theFederalHighwayAdministration(FHWA)allocatedUS$2.60 billionsolelyforsafetyprojects,whichincluderesearch,dissemination, engineering,andconstructionprojectsamongothers(FHWA,2019). Similarfinancialinvestmentshavebeenplacedbyvarioustransportation agenciesinEurope,MiddleEast,Asia,SouthAsia,andOceania.The strongcommitmenttoreducingthenegativeeffectsofhighwaycrashes bydecision-makerscanbeseenintheVisionZero2 movementthatwas firstintroducedbytheSwedishGovernmentin1997.Thismovement consistsinfindingnewandinnovativeapproachesandwaysofthinking (i.e.,shiftingtheresponsibilityfromroaduserstohighwaydesignersand engineersforreducingcrashes)forsignificantlyreducing,ifnoteliminating,fatalandnonfatalinjuriesonhighways,especiallyonurban highways(Kristianssenetal.,2018).VisionZerohasbeenassertively implementedinvariouscommunitiesacrosstheglobe.

Torespondtotheincreasinginvestmentinsafety-relatedprojectsand helpwiththeaimofreducing,ifnoteliminating(asperVisionZero) highwaycrashes,researchintomethodsandtoolsforanalyzingcrash datahasexponentiallygrownduringthesametimeperiod.Thetestament ofsuchincreasehasrecentlybeendocumentedintwoscientometric overviewpublicationsthatvisuallymappedtheknowledgeinthefieldof highwaysafety(i.e.,keyareasofresearch)andtheimpactoftheresearch thathasbeenpublishedintheleadingjournal AccidentAnalysisand Prevention (ZouandVu,2019; Zouetal.,2020).Theseauthorsidentified “crash-frequencymodelinganalysis”tobethecoreresearchtopicinroad safetystudies,henceshowingtherelevanceofthematerialcoveredinthis textbook.

Althoughdesignandapplicationmanuals,suchastheHighwaySafety Manual(HSM)(AASHTO,2010)ortheRoadSafetyManual(RSM) (PIARC,2019),specializedtextbooks,suchastheoneby Hauer(1997) on before-afterstudiesor Tarko(2020) onsurrogatemeasuresofsafety,and reviewpapers(see LordandMannering,2010; Savolainenetal.,2011; ManneringandBhat,2014),alreadyexist,thereisnotasinglesource availablethatcoversthefundamental(andup-to-date)principlesrelated totheanalysisofsafetydata.Asdiscussedby ZouandVu(2019),thefield 2 https://visionzeronetwork.org/.

ofhighwaysafetycoversverywideareasofresearchandapplications (i.e.,psychology,humanfactors,policy,medicine,lawenforcement, epidemiology).Manualsandtextbookshavealreadybeenpublishedon thesetopics(see DewarandOlson,2007; Shinar,2007; Smiley,2015).This textbookcomplementsthesepublishedmanualsandfocusesontheactual analysisofhighwaysafetydata.

Theprimarypurposeofthistextbookistoprovideinformationfor practitioners,engineers,scientists,students,andresearcherswhoare interestedinanalyzingsafetydatatomakeengineering-orpolicy-based decisions.Thisbookprovidesthelatesttoolsandmethodsdocumented intheliteratureforanalyzingcrashdata,someofwhichhaveinfactbeen developedorintroducedbytheauthors.Thetextbookcoversallaspectsof thedecision-makingprocess,fromcollectingandassemblingdatato makingdecisionsbasedontheresultsoftheanalyses.Severalexamples andcasestudiesareprovidedtohelpunderstandmodelsandmethods commonlyusedforanalyzingcrashdata.Wherewarranted,helpfulhints andsuggestionsareprovidedbytheauthorsinthetexttosupportthe analysisandinterpretationofcrashdata.

Thetextbook’sreadershipissuitableforhighwaysafetyengineers, transportationsafetyanalysts,highwaydesigners,scientists,students, andresearcherswhoworkinhighwaysafety.Itisexpectedthatthe readershaveabasicknowledgeofstatisticalprinciplesoranintroductory undergraduate-levelcourseinstatistics.Thistextbookspecifically complementstheHSMpublishedbyAAHSTOandtheRSMbytheWorld RoadAssociation.Thepublicationofthesemanualshasincreasedthe demandfortrainingengineersandscientistsaboutunderstandingthe conceptsandmethodsoutlinedintheHSMandtheRSM.

1.2Importantfeaturesofthistextbook

Thistextbookisneededforthefollowingreasons:

(1)Therearenomanualsnortextbooksthatsummarizeallthe techniquesandstatisticalmethodsthatcanbeutilizedfor analyzingcrashdataintoasingledocument(althoughthewords “crashdata”arefrequentlyusedinthistextbook,manymethodsand techniquescanbeusedforanalyzingalltypesofsafetydata,suchas surrogatemeasuresofsafety(i.e.,trafficconflicts),speed-related incidents,citations,drivererrorsordistractions,andthelike).The fewmanualsthatcoverhighwaysafetyconceptsusuallyprovide basicinformation,suchasregressionequations,figures,charts,or tablesthatmaynotalwaysbesuitableforthesafetyanalyses.For example,transferringmodelsfromonejurisdictiontoanothermay

notbefeasibleformethodologicalreasons.Furthermore,nomanuals specificallyexplainhowtodevelopcrash-frequencymodels,crashseveritymodels,ordataminingtechniquesfromthedatacollection procedurestotheassessmentofthemodelsusingdatacollectedin theirownjurisdictions.

(2)Therearenotextbooksthatcoverallaspectsofsafetydataanalyses andcanbeusedinateachingorclassroomenvironment,suchas datacollection,statisticalanalyses,before-afterstudies,andreal-time crashriskanalysisamongothers.Thistextbookcanbeusedasacore textbookforaseniorundergraduateorgraduatecourseinhighway safety.Differentchapterscouldalsobeusedforsenior-level undergraduatecoursesthatcoversomeelementsofhighwaysafety, highwaydesign,crashdataanalyses,orstatisticalanalyses.

(3)Crashdataarecharacterizedbyuniqueattributesnotobservedin otherfields.Theseattributesincludethelowsamplemeanand smallsamplesizeproblem,missingvalues,endogeneity,andserial correlationamongothers(LordandMannering,2010; Savolainen etal.,2011).Theseattributescansignificantlyaffecttheresultsof theanalysisandare,tothisday,oftennotconsideredinanalyses conductedbytransportationsafetyanalysts.Nottakinginto account,theseattributescanleadtomisallocationoffundsand, moreimportantly,couldpotentiallyincreaseinthenumberand severitycausedbymotorvehiclecrashes.Thetextbookaddresses thenuancesandcomplexityrelatedtotheanalysisofcrashand othertypesofsafetydataaswellasthepitfallsandlimitations associatedwiththemethodsusedtoanalyzesuchdata.

1.3Organizationoftextbook

Thetextbookisdividedintothreegeneralareas.Thefirstareaincludes chaptersthatdescribefundamentalandtheoreticalprinciplesassociated withsafetydataanalyses.Thisareacoversthenatureofcrashdatafrom thehumanandstatistical/mathematicalperspectives,aswellaskey crash-frequencyandcrash-severitymodelsthathavebeendevelopedin thehighwaysafetyliterature.Thesecondareagroupschaptersthat describehowthemodelsdescribedinthefirstareaareappliedfor analyzingsafetydata.Thechaptersincludemethodsforexploringsafety data,conductingcross-sectionalandbefore-afterstudies,identifying hazardoussitesorsiteswithpromiseaswellastoolsforincorporating spatialcorrelation,andidentifyingcrashriskonanearreal-timebasis. Thethirdareaassemblesalternativesafetyanalysistools.Themethods includehowtousesurrogatemeasuresofsafetyanddataminingtechniquesforextractingrelevantinformationfromdatasets,includingthose categorizedasbigdata(e.g.,naturalisticdata).

1.3.1PartI:theoryandbackbround

Chapter2 FundamentalsandDataCollection describesthefundamentalconceptsrelatedtothecrashprocessandcrashdataanalysisas wellasthedatacollectionproceduresneededforconductingthese analyses.Thechaptercoversthecrashprocessfromtheperspectivesof drivers,roadwaysandvehicles,andtheoreticalandmathematical principles.Itprovidesimportantinformationaboutsourcesofdataand datacollectionprocedures,aswellashowtoassemblecrashandother relateddata.Thechapteralsodescribesafour-stepmodelingprocedure fordevelopingmodelsandanalyzingcrashdataandthemethodsfor assessingtheperformanceofthesemodels.

Chapter3 Crash-FrequencyModeling describesthebasicnomenclatureofthemodelsthathavebeenproposedforanalyzinghighwaysafety dataandtheirapplications.Thechapterdescribesthemostimportant crash-frequencymodelsthathavebeenproposedforanalyzingcrash countdata,alongwiththeimportantorrelevantinformationabouttheir characteristics.Themodelsaregroupedbytheirintendeduseandfor handlingspecificcharacteristicsassociatedwithsafetydata.Thechapter endswithadiscussionaboutthemodelingprocessrelatedcrashfrequencymodels.

Chapter4 Crash-SeverityModeling introducesthemethodologies andtechniquesthathavebeenappliedtomodelcrashseverityinsafety studies.Thediscussionincludesthedifferentforms,constructs,and assumptionsthatcrashseveritymodelshavebeendevelopedasa functionoftheprevailingissuesrelatedtocrashdata.Thetheoretical frameworkandpracticaltechniquesforidentifying,estimating,evaluating,andinterpretingfactorscontributingtocrashinjuryseveritiesare alsoexplored.

1.3.2PartII:highwaysafetyanalyses

Chapter5 ExploratoryAnalysesofSafetyData describestechniques andmethodsforexploringsafetydata.Theyaredividedintotwogeneral themes:(1)quantitativetechniquesthatinvolvethecalculationof summarystatisticsand(2)graphicaltechniquesthatemployfiguresor plotstosummarizethedata.Theexploratoryanalysesofdatahelpframe theselectionofmoreadvancedmethodologiessuchasthoseassociated withcross-sectionalanalyses,before-afterstudies,identificationof hazardoussites,spatialcorrelationandcapacity,andmobility.

Chapter6 Cross-SectionalandPanelStudiesinSafety describes differenttypesofdataandanalysismethods,aswellashowmodels describedinthepreviouspartcanbeusedtothiseffort.Thediscussion includesdataandmodelingissuesandpresentssometechniquesto

overcomethem.Thechapterdescribesthecharacteristicsofdifferent functionalforms,selectionofvariables,andmodelingframework. Techniquesfordeterminingtherequiredsamplesize,identificationof outliers,andtransferabilityofmodelstoothergeographicalareasarealso presented.Lastly,abriefoutlineofotherstudydesignsthatarenot commonlyusedinhighwaysafetyispresented.

Chapter7 Before-AfterStudiesinSafety coversbasicandadvanced studytechniquesforanalyzingbeforeandafterdata.Thechapter describesthetwocriticalissuesthatcannegativelyinfluencethistypeof studyandthebasicmethodsforconductingabefore-afterstudywithand withoutcontrolgroups.Then,theempiricalBayesandfullBayesmethods inthecontextofbefore-afterstudiesarepresented.Thelastsectionsofthe chapterdocumentmorerecentmethods,suchasthenaı¨veadjustment method,thebefore-afterstudyusingsurvivalanalysis,andthepropensity scoremethod.Thechapterendswithadiscussionaboutthesamplesize neededforconductingbefore-afterstudies.

Chapter8 IdentificationofHazardousSites firstdiscussesvarious hazardoussiteselectionmethodsthatrelyonobservedcrashes,predicted crashes,orexpectedcrashes.Thediscussionincludeseachmethod’s strengthsandweaknesses.Then,thechapterpresentsgeospatialhotspot methodsthatconsidertheeffectsofunmeasuredconfoundingvariables byaccountingforspatialautocorrelationbetweenthecrasheventsovera geographicalspace.Thischapteralsodocumentsthelistofthehighcrash concentrationlocationproceduresbecausethehazardoussiteselection methodsmaynotefficientlyidentifythepointlocationswherea deficiencyexists.Theproactiveapproachmethodsarethenpresenteddue totheirnatureofidentifyingsitesbeforeacrashcouldoccur.Lastly,the screeningevaluationmethodsarediscussedindetail.

Chapter9 ModelsforSpatialData isdedicatedtoanalyzingand modelingcrashdatawithinaspatialcontext.Thechapterbeginswithan overviewofthecharacteristicsofspatialdataandcommonlyuseddata models.Then,spatialindicators,suchasGetisGandMoran’sI,are introducedtohelpdeterminethedistributionofcrashlocationsasclustering,dispersed,orrandom.Next,thechapterdescribestechniquesfor analyzingcrashpointdatathatarepresentedtofacilitatethediscoveryof theunderlyingprocessthatgeneratesthesepoints.Finally,spatial regressionmethodsareintroducedtoexplicitlyconsiderthespatial dependencyofcrashesandspatialheterogeneityintherelationship betweencrashesandtheircontributingfactors.

Chapter10 Capacity, Mobility, andSafety offersaperceptiveaccount ofoneofthefastest-developingfieldsinhighwaysafetyanalysis, involvingtrafficflowtheory,driverbehaviormodels,andstatistical methods.Thechapterfirstdescribesatheoreticalcar-followingmodelto demonstratethesafetyaspectsofaclassicdriverbehaviormodel,the

modelingofrelationshipsbetweencrashesandtrafficvolume,andhowto mapcrashtypologiestoavarietyoftrafficregimescharacterizedbytraffic variables.TheuseofBayesiantheorytopredictcrashprobabilitygivena real-timetrafficinputandreal-timecrashpredictionmodels(RTCPM)are alsodescribed.Thechapterendswithadescriptionaboutthemotivation andmethodologyfordevelopingRTCPMfromsimulatedtrafficdata whenactualtrafficdataarenotavailable.

1.3.3PartIII:alternativesafetyanalyses

Chapter11 SurrogateSafetyMeasures focusesondefining, analyzing,comparing,andapplyingstate-of-the-artsurrogatesafety measures.Followingabriefhistoryoftrafficconflicts,thechapter explainsthebasiccharacteristicsoftrafficconflictstechniqueandthe practiceofobservingandcollectingtrafficconflictsinthefield.The chapteralsocoversboththepragmaticapproachandthetheoretical developmentofsurrogatesafetymeasures.

Chapter12 DataMiningandMachineLearningTechniques introducesdataminingandmachinelearningmethodologiesandtechniquesthathavebeenappliedtohighwaysafetystudies,including associationrules,clusteringanalysis,decisiontreemodels,Bayesian networks,neuralnetworks,andsupportvectormachines.Thetheoretical frameworksareillustratedthroughexemplarycasespublishedinsafety literatureandaresupplementedwithimplementationinformationinthe statisticalsoftwarepackageR.Thechapterendswithadescriptionofa meansofspecifyingtheeffectofanindependentvariableontheoutput, whichcanassistindecidingontheappropriatesafetysolutions.

1.3.4Appendices

AppendixAdescribesthebasiccharacteristicsoftheNegativeBinomial model,themostpopularmodelincrashdataanalysis(Lordand Mannering,2010),withandwithoutspatialinteractionsandthestepsto estimatethemodel’sparametersusingthemaximumlikelihoodestimation andBayesianmethods.AppendixBprovidesahistoricaldescription,a detailedandup-to-datelistofcrash-frequencyandcrash-severitymodels thatwerepreviouslypublishedinpeer-reviewedpublications(Lordand Mannering,2010; Savolainenetal.,2011; ManneringandBhat,2014). AppendixCpresentsusefulcodesfordevelopingmanymodelsdescribed inthetextbookinSAS,WinBUGS,andRsoftwarelanguages.AppendixD liststheavailabledatasetsforeachchapterofthistextbook.Finally,datasets usedfortheexamplesdescribedinvariouschaptersaremadeavailableon

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of ‘ability to bear’ and to ascertain the reforms needed to conform the demands of taxation to this principle. The book falls into two parts. Part 1: Principles of tax reform, contains: Ability to pay; The taxable surplus; The shifting of taxes; The taxation of income; Reforms of income-tax: Death duties; Supplementary taxes; Tariffs for revenue. Contents of part 2, Emergency finance, are: Our financial emergency; A levy on war-made wealth; A general levy upon capital; Relations of imperial to local taxation; Index.

“We no doubt adopt philosophies to justify what we want to do or have decided to do, not as a means of ascertaining what we ought to do. By working out the philosophy to justify the tax system which England is apparently heading toward, this book by Professor Hobson will be of outstanding influence.” C. L. King

Ann Am Acad 90:172 Jl ’20 700w

Ath p570 Jl 4 ’19 40w

Booklist 16:330 Jl ’20

“Worth the attention of all students of economics, legislators and taxpayers in the United States as well as in Great Britain.”

Ind 104:248 N 19 ’20 70w

“Of the ways and means of ascertaining the taxable capital and of collecting the levy, Mr Hobson does not say as much as one would like. But he is dealing primarily with principle rather than with practice.” R. R.

Nation 110:431 Ap 3 ’20 1000w

“That Hobson has few illusions regarding the nature of the present regime, is clearly evident in the second, more interesting half of this volume.” L: Jacobs

N Y Call p10 Jl 4 ’20 1300w

Reviewed by H. P. Fairchild

N Y Evening Post p16 Ap 24 ’20 100w

“That his discussion slips into a discussion of British taxes in particular lessens the value of his conclusions little, if any, so nearly alike is the condition of nations in general as a result of war burdens.”

N Y Times p26 Ag 15 ’20 1450w

Reviewed by Lawson Purdy

Survey 44:287 My 22 ’20 2800w

“The book is full of assumptions that propositions have been proved when they have only been asserted, and of insinuations regarding facts and inferences from them which it is impossible to make good. The case is, indeed, put before us with an ingenuity which might almost be called Jesuitical, if Mr Hobson were not so audaciously open, and even truculent, in his demand for the increase

of the ‘public’ income at the expense of the ‘private surplus,’ in order to supply the assumed ‘needs’ of the state.”

The

Times [London] Lit Sup p395 Jl 24 ’19 1850w

HOBSON, S. G. National guilds and the state.

*$4 (*12s 6d) Macmillan 338.6

(Eng ed 20–16216)

“The first part of this book is devoted to a theoretical discussion of the relations between producer and consumer, and their joint relations with the state. It is presupposed that readers are acquainted with the principles and purposes of the national guild movement. The argument is largely the outcome of controversy between the author and Mr G. D. H. Cole, in which different stresses were laid upon the status of the consumer, ‘and, in consequence, upon the structure of the state.’ At the end of the second part, which deals with ‘transition,’ Mr Hobson avers his belief that national guilds are inevitable. ‘There is no student of industry,’ he declares, ‘who ... would deny the possibility of a revolution’; and the author expresses his belief that wage-abolition, with its logical sequel of an infinitely more humane structure of society, will mark a great epoch in the history of western civilization.” Ath

“This study marks a distinct advance in our knowledge of guild proposals.” J: G. Brooks

Booklist 17:94 D ’20

Reviewed by Ordway Tead

Dial 69:412 O ’20 640w

“Mr Hobson in the first chapter of this book is guilty of substituting dialectic for honest examination. Few better analyses of the shop-steward movement and the tendencies of the unions have been written. They are full of rich thinking and are highly suggestive.” G: Soule

Nation 111:73 Jl 17 ’20 800w

“Continentals and Americans born west of New England will hardly be able to grasp Mr Hobson’s analysis. The present reviewer, not being a theologian, confesses hopelessness in the presence of it. The trouble with Mr Hobson and his brethren is that they are looking for exactness where none can exist, for the separation of that which never can be separated. They are modern utopians. They seek finality.” C: A. Beard

New Republic 25:50 D 8 ’20 1900w

“The idea of receiving wages for work done seems to give him positive pain, but his attempt to formulate a practical alternative is a sad failure, though it is veiled in obscure terms.”

Spec 124:281 F 28 ’20 200w

“Admirably argumentative book.” W: L. Chenery

Survey 45:288 N 20 ’20 180w

The Times [London] Lit Sup p111 F 12 ’20 40w

“It is long, controversial, ill-knit; lacking in clarity of thought and expression, and in consecutive argument. It gives the impression of being made up largely of fragments written at different times and strung together, not worked out in logical sequence. The writer seems to be striving all the time to get his own thoughts clear as he goes along, and to find the right words for them.”

The Times [London] Lit Sup p132 F 26 ’20 1050w HOCKING, JOSEPH. Passion for life. il *$1.90 (1c) Revell

Francis Erskine was given a year to live by his doctor and chooses the Cornwall coast to pass this year in quiet rural seclusion and in finding out, if possible, if there is any hope for a life beyond. He is an unbeliever and has no faith whatever in immortality. His secluded hut on the cliffs turns out to be almost directly over a cave used by the Germans for their secret operations and he soon begins to sense the presence of German spies. He spends his time between cultivating the village folk and clergy, in his quest for a life after death, and in trying to discover what the Germans are doing at the cave. To this last he consecrates himself in patriotic fervor, and succeeds, but apparently dies in a struggle with a spy. During his

death trance he has a vision of the two worlds and becomes conscious of the presence of God. He awakes to find that an operation has been performed on him and that a new life and even love is waiting for him.

“There is material for a really worth while book in this novel of Mr Hocking’s and the tale begins well. If the author had only been able to restrain his fondness for sugar and sentimentality he might have been able to maintain the whole at the level of the beginning.”

+

N Y Times 25:287 My 30 ’20 440w

Springf’d Republican p9a Jl 4 ’20 140w

HODGE, ALBERT CLAIRE, and MCKINSEY, JAMES OSCAR. Principles of accounting. *$3

Univ. of Chicago press 657

20–17381

Three classes of students of accounting are considered in this volume: those who aim at understanding its use as a means of social control over business activities—consisting mostly of students of economics; those who expect to qualify as certified public accountants; and those who expect to become business executives of one kind or another. Contents: The meaning and function of accounting; The relationship of accounting to proprietorship; The balance sheet; The statement of profit and loss; The account as a means of classifying information; The construction and interpretation of particular accounts; The construction and interpretation of accounts; The trial balance; The adjusting entries; The closing entries; The source of the ledger entries; Some special

forms of the journal; The use of the general journal; Business vouchers and forms; The accounting process; Business practice and procedure; Books of original entry; Controlling accounts; The construction and interpretation of accounts; Accruals and deferred items; The adjusting and closing entries; The classification of accounts; Financial reports; The graphical method of presenting accounting facts; Appendix.

N Y Evening Post p10 O 30 ’20 50w

HODGES, FRANK. Nationalisation of the mines; with foreword by J: R. Clynes. (New era ser.) $1.75 Seltzer 338.2 (Eng ed 20–6078)

“Mr Hodges’s case is, briefly, that there is inevitably waste in the production, in the consumption, and in the distribution of coal under the present system of private ownership. He insists that the coal industry should be regarded as a whole; that the accidental frontiers of private ownership are not geological frontiers: that the prime consideration of an industry developed by shareholders’ capital, namely, that a certain monetary return should be obtained within a certain time, is not compatible with the most efficient and scientific development of that industry; and that different and competitive systems of distribution involve needless expenses for superfluous labour. His conclusions are based on figures, and the figures are taken from government reports. His argument is, in fact, the old argument that one great trust controlling a whole industry can work more efficiently and economically than a number of small and

overlapping concerns. Here he develops his second argument. We have to consider the psychology of the miners. Rightly or wrongly, they are now reluctant to work for the purpose of creating private profit. No system of profit-sharing will content them; they insist on the dignity of being regarded directly as servants of the community; they have lost all faith in the divine right of employers. That is why the country, and not a trust, must own and develop the coalmines.” Ath

“He has arranged his matter in a logical sequence, he confines himself to essentials, and he writes throughout with, at least, an appearance of scientific detachment.”

Ath p369 Mr 19 ’20 670w

“The little book is worth reading if only because it shows the extremely vague and unpractical nature of the scheme which Mr Hodges and his colleagues propose to force upon the government and the nation whether they like it or not.”

Spec 124:355 Mr 13 ’20 240w

“Mr Hodges is studiously moderate in tone and not unmindful of the rules of logic.”

*$3 (3½c) Harcourt 104

20–4123

The author calls his studies “chips from a metaphysician’s workshop” and in the opening chapter explains what this workshop implies, at the same time justifying its existence in the midst of the vital problems and perplexities of our age. He asserts that there are evidences in plenty of a vigorous philosophic life; that speculative interest and activity have been of recent years increasingly varied and enterprising; and that there has been no lack of originality. What is needed is to understand its spirit, which the author defines as the spirit of wholeness, the attempt to view the universe as a whole in the midst of shifting appearances and accumulative experiences. The contents are: Prologue the philosopher’s quest; The idol of scientific method in philosophy; Philosophy of nature at the cross-roads; On “doubting the reality of the world of sense ” ; “Saving the appearances ” in the physical world (note on John Locke’s distinction of primary and secondary qualities); Mechanism and vitalism; Theories of mind; The self in self-consciousness; Epilogue religion and philosophy of religion; Index.

“Good reading for those interested in modern thought movements.”

Booklist 16:326 Jl ’20

Reviewed by H. B. Alexander

Nation 110:sup482 Ap 10 ’20 1250w

“A book like the present one should go far to supply the real need of a clear and convincing statement of what is admitted to be the most difficult of all philosophical systems. Mr Hoernlé is to be congratulated on a work of permanent value.”

Springf’d Republican p11a My 9 ’20 900w The Times [London] Lit Sup p215 Ap 1 ’20 100w

HOFFMAN, CONRAD. In the prison camps of Germany. il *$4 Assn. press 940.472

20–21330

Mr Hoffman, of the University of Kansas, went abroad in 1915 to do relief work. He reached Berlin in August of that year and remained in Germany as Secretary of the War prisoners’ aid of the Y. M. C. A. thruout the war. He then staid on for eight months after the armistice to continue the work in behalf of the Russian prisoners still held in Germany. Among the chapters are: First impressions of Berlin; The Britishers at Ruhleben; Christmas in a prison hospital; Prisoners at work and hungry; Help in both worship and study; Working under surveillance; The day of food substitutes; Visiting the first American prisoners; Real Americanism in evidence; First days of the German revolution; Russian prisoners and their guards; A concluding judgment. In one of the appendixes Mrs Hoffman writes of the experiences of an American woman in Berlin.

HOFFMAN, MARIE E. Lindy Loyd; a tale of the mountains. *$1.75 Jones, Marshall 20–8234

“The southern mountains of the Blue ridge, presumably, where the moonshiners find inaccessible places to hide their illicit stills from the ever-vigilant ‘ revenoors, ’ are the scene of ‘Lindy Loyd.’ Against their background with alluring descriptions of their wild scenery, their birds and animals, the rushing of the mountain torrent, and the tinkling of the hidden stream, Mrs Hoffman places the love story of Lindy Loyd, the course of which, perfect in its beginning, encounters the traditional rough places over which true love is doomed to pass. ” Boston Transcript

“The author knows well the mountains, knows, too, the mountain people, and pictures with fidelity the characteristics, manners and customs engendered by the ruggedness, almost inaccessibility of their environment.” F. M. W.

“Less melodramatic than many of its kind and notable for its true local color.”

HOFMANNSTHAL,

20–6845

This dramatic fragment, written in 1892, was translated from the German by John Heard, Jr. The prologue was added in 1901 when it was acted in Munich as a memorial to Arnold Böcklin. It depicts a scene on the terrace of Titian’s villa, in 1576, at the time of Titian’s death.

“After all, what interest one may have in the play lies in the excellence of the translation, for, as a play, there is no blood in it.”

Boston Transcript p6 S 8 ’20 270w

“The dramatic form, unfortunately for the translator, is only skindeep. Essential drama, apart from its verbal expression, loses nothing in a new language: poetry, and ‘The death of Titian’ in particular, lose most everything.”

Dial 69:322 S ’20 50w

“This group of monologues of the old master’s pupils gathered about his death-bed possessed the ecstatic phrasing and the comparative aimlessness of youthful genius. Over all there is a bluebronze atmosphere which John Heard has not completely lost in his English.”

Freeman 1:478 Jl 28 ’20 150w

“Hofmannsthal fashioned those incomparable verses (which Mr Heard has sensitively read but quite failed to render) because the very pang of beauty wrung them from him. No wonder that such verses are not written today either in Vienna or elsewhere.” Ludwig Lewisohn

Nation 111:18 Jl 3 ’20 110w

“The slow movement and sluggish dialog give to this little fragment a funereal as well as a memorial aspect. There is too little of the pageant, too much of the orator. Words cloud illusions and crowd out the sympathetic play of the individual imagination.”

Springf’d Republican p8 S 14 ’20 150w

HOLDEN, GEORGE PARKER. Idyl of the split bamboo. il *$3 Stewart & Kidd 799

20–21340

While the author’s previous book, “Streamcraft,” deals mainly with the open season and actual streamside technic, this one is more a book for winter evenings and the fireside and for the workshop. Building a split-bamboo rod is an operation, the author avows. He describes this operation in every detail but he prepares the reader’s mind for this more tedious process by a long chapter on “The joys of angling.” Nine chapters of the book are devoted to the rod-making. Edwin T. Whiffen contributes a chapter on “Cultivating silkworm-gut at home,” and the two remaining chapters are on Landing-nets and other equipment and The angler’s camp. Besides many full-page illustrations there are diagrams showing the different stages of rod building and details of camp outfit.

“Both the expert and the tyro will find good fishing in these attractive pages. ”

Outlook 126:768 D 29 ’20 60w

HOLDING, ELISABETH SANXAY. Invincible Minnie. *$1.75 (2c) Doran

20–5229

As her central figure the author presents one type of the eternal feminine, the ruthlessly domestic and womanly woman who takes what she wants for herself regardless of the results to others. Minnie hasn’t even beauty or charm, but she takes away her sister’s lover, marries him and wrecks his life, marries a second man while the first still lives, bears him a child and accepts his support for the child of the first man, justifies herself when her guilt is discovered and forever after lives on the bounty of the man she has wronged. She is an incompetent housekeeper and a criminally bad mother but she succeeds in creating the impression that she is the true woman, and perhaps she is, writes the author, “perhaps those others, with hearts, with brains, with souls, are ... only the freaks of nature.”

Booklist 16:348 Jl ’20

Reviewed by R. M. Underhill

Bookm 51:440 Je ’20 150w

“Only a degree less arresting than her character building, however, is the author’s method of telling the story.” C. M. Greene

Bookm 51:565 Jl ’20

550w

“Minnie is real, in life, but she has not been made real in the American fiction of our day until Elisabeth Sanxay Holding created her for us in these pages. Minnie Defoe takes her place as the true American cousin, also the only American cousin, of Ann Veronica, Hilda Lessways, Sonia O’Rane.” W. S. B.

Boston Transcript p4 Ap 7 ’20 1300w

“‘Invincible Minnie’ is an astounding person. It is no use to say that she is impossible; that is one of the most terrifying things about her, she isn’t.”

Ind 103:320 S 11 ’20 200w

“Mrs Holding writes coldly, warily, ruthlessly. She is beyond any passionate concern in the matter. She has moments of a cosmic tolerance for Minnie. But how Minnie must have made her suffer! It is only when we get to the other shore of suffering that we can see with eyes so penetrating and so passionless.”

Nation

110:730 My 29 ’20 750w

“It has various minor faults. The scourge of revision has not been ruthlessly enough applied, and the style is marred here and there by a loose carelessness. What makes one indifferent to these defects is the author’s marvellous ability to record and analyze Minnie. Minnie

New Repub 22:357 My 12 ’20 1650w

“It is all done with an art-concealing simplicity and frankness the study of which will repay the best of our modern English ‘realists,’ though they will find it hard to analyze and still harder to imitate.”

Oliver Herford

N Y Evening Post p3 My 1 ’20 750w

“We can recall no piece of fiction, with the exception of Sudermann’s masterful short story, ‘The purpose, ’ which portrays the unmoral woman more unflinchingly than Elisabeth Sanxay Holding has done in her vivid novel.”

N Y Times 25:287 My 30 ’20 600w

Reviewed by F: T. Cooper

Pub W 97:1290 Ap 17 ’20 350w

“A bitter book, remorselessly written, and quite against the current stream of tolerance for all human creatures. Perhaps it is wholesome for us to turn now and then from the genial process of admiring the best of us in the worst of us, and to behold how a Minnie looks, pinned fairly on the slide and set under a ruthless lens.” H. W. Boynton

+ may not be the artistic equal of Becky Sharp, but she is far nearer our common experience.” Signe Toksvig

Review 2:602 Je 5 ’20 550w

HOLDSWORTH, ETHEL. Taming of Nan. *$1.90 (2c) Dutton

19–19359

Here’s another tale of the taming of a shrew. She is a Lancashire working woman full of primitive savagery which she lets out in explosions of fiery temper towards her good-natured giant of a husband and her pretty pleasure-loving daughter. When both of the giant’s legs have been cut off by a train, she hammers away at him still, to break him still more, and not until he has found a new strength and a new independence do the fates discover her vulnerable spot and begin the breaking and taming process on her. And not until she has almost lost her soul and her daughter does she find the only outlet for the fierce life-force within her to be love and the ministrations of love.

“This is the old story of the reclaiming of a virago retold with considerable power. ”

Ath p1018 O 10 ’19 120w

“For those readers who like character studies as well as plots.”

Booklist 16:204 Mr ’20

“‘The taming of Nan’ is a very different kind of story from ‘Helen of four gates.’ It is with less concentration but it is constructed upon a broader basis and the whole atmosphere of it is more human, more genial, less tense and stormy.”

N Y Times 25:43 Ja 25 ’20 750w

“While Ethel Holdsworth’s second book, ‘The taming of Nan,’ is less striking and peculiar than her first [‘Helen of Four Gates’], it is more genial and shows growth and a broader knowledge of life.”

N Y Times 25:190 Ap 18 ’20 30w

“It is as a study of Polly’s emergence from the blurred prettiness and apparently unprotected amativeness of girlhood to real achievements in character and happiness that the book may especially commend itself to the confirmed yet still hopeful novel reader.” H. W. Boynton

Review 2:208 F 28 ’20 340w

“The characterisation is admirable, if slightly idealised, and the book is, as a whole, quite admirable.”

Sat R 130:379 N 6 ’20 90w

“The story is wanting in the continuous strength found in the preceding novel. As usual, Mrs Holdsworth reveals keen insight into human nature and does not shrink from picturing the truth however brutal or sordid. But she leans less towards crude realism than heretofore.”

− + Springf’d Republican p11a Mr 28 ’20 600w

“A study of Lancashire working folk by one who evidently knows them intimately enough to give a genuine picture of them. The whole is by no means lengthy, but it is not less complete on that account. It is the result not only of intimacy on the part of the writer, but of an ordered perception which is not afraid either of cruelty or kindness, but sees in both the movement of life.” The Times [London] Lit Sup p547 O 9

HOLLAND, FRANCIS CALDWELL. Seneca. il *$4 (*10s) Longmans

20–12858

“Mr Holland’s biographical essay, originally designed to preface a translation of Seneca’s letters to Lucilius, is now allowed to appear ‘ on the chance that here or there some readers may be found to share my interest in the subject.’ Into the long and interesting story of Seneca’s literary fortunes it is no part of Mr Holland’s task to enter. He is placing the story of his life against the background of JulioClaudian Rome. His tone is that of a discriminating apologist.”—

Review

“The historical narrative is well written. With regard to the estimate given of Seneca’s character and the view taken of the

literary and philosophic value of his works, Mr Holland presents what will seem to many too favourable a picture.” H. E. B.

Eng Hist R 35:467 Jl ’20 460w

“The grave dignity of Mr Holland’s style has somehow the fine sound of the best translations from the Latin, the spirit of his enterprise is ripely philosophical.”

Nation 110:828 Je 19 ’20 320w

“His full and agreeably written narrative of the life of the philosopher-statesman should win readers for Seneca.” H. M. Ayers

Review 2:521 My 15 ’20 1300w

“If we had more such books, the classics would stand on a firmer footing of human interest, instead of appearing to exist chiefly for the purpose of adding to the incomes of publishers, dons, and schoolmasters.”

Sat R 129:350 Ap 10 ’20 1200w

“Mr Francis Holland retells his story in a volume of lively and picturesque narrative. If it adds nothing to the knowledge of the subject for the specialist student, the story is one of interest to any man of liberal education, and a book which tells it over again so agreeably and judiciously may be just the book which many people want.”

+ The Times [London] Lit Sup p345 Je 3 ’20 2350w

HOLLAND, RUPERT SARGENT. Refugee rock. il *$1.75 (3c) Jacobs

20–17657

Three American boys cruising along the coast of Maine land on what is supposed to be a deserted island and find it inhabited by a charming mannered young foreigner, his two servants and his dog. The stranger, Pierre Romaine, is practicing fencing strokes when the boys first come upon him and he at once arouses their curiosity and admiration. They find that two other groups of men are interested in the island, the first, the crew of a fishing smack, the second, a party of three foreigners, apparently Russians. The secret of their interest is solved, Romaine’s enemies are driven off, the treasure he is guarding is saved, and he consents to join his new friends on their cruise.

HOLLIDAY, CARL. Wedding customs then and now. *75c (7c) Stratford co. 392.5

19–13678

This entertaining little volume harkens back to old customs and usages, quoting the opinions of pessimist and optimist alike and has nothing to do with scientific sociological research. Contents: Marriage by force; Buying wives; Marriage taxes; Ancient ceremonies; The wedding feast and wedding cake; Wedding

presents; Wedding festivities; Her trousseau; Gretna Green; The best time; The wedding ring; The old shoe; Proverbs.

“There is little that is unfamiliar in Mr Holliday’s recital, but there is much that is interesting in his somewhat flippant narrative.”

N Y Evening Post p10 Mr 6 ’20 120w

Springf’d Republican p8 F 26 ’20 180w

HOLLIDAY, ROBERT

CORTES.

Men and books and cities. *$2.50 (5½c) Doran 917.3

20–20548

Papers that appeared in the Bookman under the pseudonym Murray Hill, Indianapolis, St Louis, Cincinnati, Chicago, San Francisco and Los Angeles are the cities, and among the men met on these desultory journeyings were Booth Tarkington, Meredith Nicholson, E. V. Lucas, William Marion Reedy and Carl Sandburg, and various literary editors and book sellers and others.

Booklist 17:146 Ja ’21

“No one else has quite Mr Holliday’s faculty for his own particular type of essay. He has captured the art of saying the forever unexpected. He rambles as freely through his pages as one might see him wandering about a city, with his stick upon his arm. ” D. L. M.

Boston Transcript p1 D 11 ’20 950w

“It resembles a certain coat of many colors in its diversity of interests, and is to be recommended to him of human interests, rather than to the zealous seeker after exact and correlated knowledge.”

Cath World 112:692 F ’21 320w

“Seeking to be spirited, informal and impressionistic, Mr Holliday has fallen into the error of self-consciousness. He keeps himself so assiduously in the limelight, that one only catches such gleams of other personalities as may filter through his bulk.” Lisle Bell

Freeman 2:260 N 24 ’20 120w

“All in all, this is quite an amusing book that manages to cover a surprisingly wide area with a limited stock of vital ideas. And that is where Elia and Murray Hill part company. ” Pierre Loving

N Y Call p7 Ja 9 ’21 440w

“Although Mr Holliday displays a humane temper and gives some pleasure by telling of his travels from city to city and from one barber to another, yet his style, his imagination and his humor are hardly sufficient to justify bringing these random pages between book covers. ”

Springf’d Republican p6 Ja 17 ’21 210w

HOLLINGWORTH, HARRY LEVI.

Psychology of functional neuroses. *$2 Appleton 616.8

20–17971

The book deals with those psychoneurotic manifestations that are susceptible to the modifying influences of suggestion, motivation, analysis and reeducation and to the numerous techniques of psychotherapy which the study of these manifestations has developed. As director of the psychoneurotic army hospital at Plattsburg, the author had cognisance of 1200 cases that were examined and treated there. Among the contents are: The mechanism of redintegration; Redintegration in the psychoneuroses: The intelligence of psychoneurotics; The rôle of motivation in the psychoneuroses; Irregularity of profile (scattering) in the psychoneurotic; A statistical study of psychoneurotic soldiers; Reliability of a group survey in the determination of mental age; Mental measurement, methods, and standards; Psychological service in a neuropsychiatric hospital; Index.

HOLME, JOHN GUNNLAUGUR. Life of Leonard Wood. il *$1.50 Doubleday

20–5732

A biography written frankly in the interests of General Wood as a presidential candidate. Contents: Early boyhood and school days; Soldier and surgeon; With Cleveland and McKinley; Commander of the Rough riders; The rescuer of Santiago; Governor and business manager of Cuba; Pacifier of the Philippines; Chief-of-staff of the U.S. army; The awakener of the nation; The champion of law and order. There are four illustrations from photographs.

“The author is a newspaper man, well known in Washington, and he has had access to many sources which makes his work authoritative.”

Boston Transcript p8 My 29 ’20 160w

R of Rs 61:559 My ’20 60w

HOLMES, CHARLES JOHN.

[2] Leonardo da Vinci. (British academy. Fourth annual lecture on a master-mind. Henriette Hertz trust) *90c Oxford 759.5

20–2853

“In this lecture, delivered on the four hundredth anniversary of Leonardo’s death, Mr Holmes sets out to show that Vasari’s judgment of the master—‘an artist of marvellous gifts who frittered them away on toys and trifles’ is wrong. Today we know more of Leonardo’s mind than did Vasari, so that we may ‘ reverse the traditional formula and regard him as a very great man of science, who made a living by his talent as an artist and an engineer.’ Mr Holmes supports his contention by numerous and interesting quotations from Leonardo’s note-books.” Ath

“A brilliant, though concise, study.”

Nation 110:660 My 15 ’20 460w

HOLMES, JOHN HAYNES. Is violence the way out of our industrial disputes? *$1.25 (5c) Dodd 331

Is violence the way out of our industrial disputes, which the war, far from curing as it was hoped, has aggravated into a condition of chaos comparable only to the military chaos that went before? In the three addresses in the book, originally prepared for the Community church of New York, the author outlines a doctrine of non-resistance which alone can solve the problem satisfactorily. Between the struggle of capital and labor there can be no compromise. Labor must win but neither can win through violence. The presence of certain psychological elements, not impossible of achievement, are necessary to solve the problem: co-operative good-will on the part of labor, renunciation and confidence on the part of capital, and on both a viewpoint of human relationships taught by the prophet of Nazareth. Contents: The answer for capital; The answer for labour; The better way; Conclusion.

Booklist 17:53 N ’20

Freeman 2:46 S 22 ’20 270w

Ind 103:319 S 11 ’20 30w

“Mr Holmes is nothing if not forthright. His mind works through his topic from start to finish with a steady momentum; there is no beating about the bush, no dallying finesse of language, no straining after mere rhetorical or stylistic effect. Even if you are not convinced, you instinctively recognize that you have been listening to the passionate and able pleading of an incorruptible mind.” R. R.

Nation 111:220 Ag 21 ’20 600w

Reviewed by Ordway Tead

New Repub 25:210 Ja 12 ’21 50w

R of Rs 61:671 Je ’20 80w

Springf’d Republican p9a O 3 ’20 250w

Reviewed by Alexander Fleisher

Survey 44:638 Ag 16 ’20 130w

HOLMES, OLIVER WENDELL. Collected legal papers.

*$4 Harcourt 340

20–22316

These papers are of general interest and consist of speeches and articles collected from various publications between 1885 to 1918. They are: Early English equity; The law; The profession of the law; On receiving the degree of LL.D; The use of law schools; Agency; Privilege, malice and intent; Learning and science; Executors; The bar as a profession; Speech at Brown university; The path of the law; Legal interpretation; Law in science and science in law; Speech at Bar association dinner; Montesquieu; John Marshall; Address at Northwestern University law school; Economic elements; Maitland; Holdsworth’s English law; Law and the court; Introduction to continental legal historical series; Ideals and doubts; Bracton; Natural law.

“Every paper has its own virtues, but there is one which they all share, a rare and delicate charm. These papers bring the touch of

romance to philosophy but this must not detract from our realization that the philosophy itself is fine and deep.” S. L. Cook

Boston Transcript p4 D 4 ’20 1400w

Reviewed by T: R. Powell

Nation 112:237 F 9 ’21 2250w

“The forbiddingly colorless title does grave injustice to an extraordinary book of thoroughly matured human wisdom.” M. R. Cohen

New Repub 25:294 F 2 ’21 2450w

Springf’d Republican p8 D 18 ’20 40w

HOLT, HENRY. Cosmic relations and immortality. 2d ed 2v *$10 Houghton 134

20–26562

“Mr Holt’s two volumes on ‘The cosmic relations and immortality’ are a new and enlarged edition of the two-volume work he published just before the breaking out of the war under the title ‘On the cosmic relations.’ He has added a new preface and several new chapters and has modified and brought to date the final summary of the subject in his last section. In the new chapters he takes up what he considers the three most important developments during the years since the work first appeared, which, in his opinion, ‘have added force to the spiritistic hypothesis.’ These are, first, the investigations and

conclusions of Dr William J. Crawford, the well-known physicist of Queen’s university, Belfast; second, the appearance of many new sensitives, whose manifestations differ much from one another and from their predecessors; third, the agreement of these sensitives in depicting virtually the same future state.”—N Y Times

Booklist 16:356 Jl ’20

“He guesses frequently and variably; he admits uncertainty; he has a vigorous prejudice against dogmatism. But this philosophy takes its form as rigidly from these bantering guesses, as though other guesses did not exist.... The consequences are lamentable. Standards of credibility are abandoned; subjectivism replaces criticism; and miracles are rampant.” Joseph Jastrow

Dial 69:204 Ag ’20 820w

“The notable thing about this book, now as in the earlier edition, is the nobility of spirit which informs it.”

Nation 111:278 S 4 ’20 130w

N Y Times 25:18 Jl 4 ’20 370w

HOLT, LEE. Paris in shadow. *$2 Lane

The author’s novel “Green and gay ” was published in 1918. The present book is written in the form of a diary, but it is not possible to determine whether it is an authentic record or a fictional device. A

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