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StatisticsandComputing,Springer-Verlag,NewYorkSubjectIndexAAnalysis,3,144ApplicationProgrammingInterface(API),19,22,155Armadillo,15,54,75,139–153,158,177,183,191,192,204colvec,30,141,142eye(),151mat,30,140–142randn(),140solve(),141,142trans(),140,151zeros(),151autoconf,165BB-spline,169–175BasicLinearAlgebraSubroutine(BLAS),146,153,191BellLabs,xi,3Benchmark,10,17,20,115,124,143,152,180,183,191BioConductor,59,192Boost,80,81,86,205DateTime,80,81Python,83,86Bootstrap,4Byte-compiler,seeR,Byte-compilerCC,25,198C++class,117–118CuriouslyRecurringTemplatePattern(CRTP),117,118Expressiontemplates,104Functor,110Lazyevaluation,104,107,108Operatoroverloading,105std::unaryfunction,110template,110,117,118Templatemeta-programming,104C++,195–205C++11,11,21,22class,12,27,29,77,84,85,90–98,150,201Conditionalexecution,199deque,203Exceptions,32–35,142Federationoflanguages,6,198Function,199Iterator,158,202list,203Loops,198map,202multimap,202Object-orientation,6,150,201,200–201Pointers,199–200Scope,197set,202Statictyping,197–198std::accumulate(),43,160,203std::begin(),202std::count(),203std::end(),202std::nd(),203std::foreach(),203std::innerproduct(),141,142,203std::list,132std::map,58,132std::multiplies(),43std::popback(),202std::pushback(),202std::size(),202std::string,58,87,132,133D.
Eddelbuettel,SeamlessRandC++IntegrationwithRcpp,UseR!
64,DOI10.
1007/978-1-4614-6868-4,TheAuthor2013211212SubjectIndexstd::transform(),48,156,203std::unaryfunction,29std::vector,45,49,76,97–98,132str::string,49struct,200template,29,75,78–81,203–204Templatemeta-programming,76,78,178,203CascadingStyleSheets(CSS),137cfunction,seeR,cfunctionclang++,21,22Compiler,19,20,23,26,130,195–197congure,166congure.
in,166Convolution,26CRAN,19,25,59,74,153,155,192cxxfunction,seeR,cxxfunctionDDensityestimation,3,136Domain-speciclanguage(DSL),3dyn.
load(),25Dynamiclinking,19EEconometrics,15Eigen,75,177–192Array33d,180Array3d,180ArrayXd,180,187ArrayXXd,180Choleskydecompositionwithpivoting,183Column-pivotingHouseholderQR,184Column-pivotingQRDecomposition,188FullPivotingLUDecomposition,186GESDD,191HouseholderQR,189JacobiSVD,185LDLT,183,191,192LLT,189,191,192Map,181,184–187,189,191Matrix3d,178MatrixXd,179,183–187,189,191MatrixXi,179PivQR,191QR,191SelfAdjointEigenSolver,185solve(),185,186SparseMatrix,181SVD,191SymmEig,191,192Vector3d,178VectorXd,179,183–187,189,191VectorXi,179Environmentvariable,24FFibonacciSequence,7–15,25,31Spiral,7,8Fortran,25Gg++,seeGNUProjectCandC++Compilergcc,seeGNUProjectCandC++CompilerGNUProjectCandC++Compiler,20,21,23,24,130,196,197GNUScienticLibrary(GSL),30–32,75,155–175,191,192gsl-cong,30,166gslblasdnrm2,167,169gslbspline,171,174gslconstmksa,32gslmatrix,163,164,171,174gslmultitlinear,156gslmultitwlinear,171,174gslrangaussian,171,174gslrng,30,173,174gslstatswtss,171,174gslvector,158–162,171,174gslvectorview,156GSL,seeGNUScienticLibraryIinline,9–11,25–31,168cfunction,seeR,cfunctioncxxfunction,seeR,cxxfunctionInterface,9KKalmanlter,146–152,182–183Kernelestimator,3,136LLinearModel,29,140–146,156–158,169,186–192Linker,19,26,130,195–197LUDecomposition,186MMakele,24,129,130Makele.
win,129Matlab,139,146,147Memoization,12–13MessagePassingInterface(MPI),134Modeling,5SubjectIndex213OObjectorientation,3Object-orientation,6,58–60,150Octave,146OldFaithful,3OLS,seeLinearModelOSX,seePlatform,OSXPPlatformHPUX,196IBM,196Linux,22,25,26,196OSX,19,21,22,24–26,196Other,22Solaris,20,22,153,196Windows,19–21,25,26,70,129,131,153,196PortableNetworkGraphics(PNG),133Python,100QQRDecomposition,184,186,188,189,191Quantileestimation,4,5RR.
C(),23.
Call,160,161.
Call(),9,23,25,67,83,84,143,160,168ApplicationProgrammingInterface(API),22,83,128apply,165apply(),4benchmark(),17Byte-compiler,10,17,195cfunction(),25CMDCOMPILE,31,142CMDLINK,130,197CMDSHLIB,24,26,31,142cxxfunction(),9,10,13,14,17,25–27,29–31,33,34,42,43,45–49,52,53,55–57,60,76,142,143,151,169,185,186density(),4DESCRIPTION,26,65,67,69,99dyn.
load(),25Embedding,128environment(),99genericfunction,58History,3Inf,49Makevars,26,67,69,166Makevars.
win,67,69NA,49NAMESPACE,67,71,98,99NaN,49Objectorientation,3Object-orientation,6package.
skeleton(),66pnorm(),60polygon(),4PROTECT,41qnorm(),196quantile(),4ReferenceClasses,3,59–90replicate(),4Rmath,60,61,114,115,197S3,3S4,3,41,58,59,86sample(),4,56sapply(),116Scope,3set.
seed(),57SEXP,9,23,39,40,43,46,53,60,67,73,75,76,79,81,84,85,101,104,132,181,204UNPROTECT,41Rankdeciency,144,146RcppApplicationProgrammingInterface,39–49,51–60as(),9,10,13,14,17,29,31,34,45,53,73,75,76,78–81,84,85,88,95,133,177,204attributes,11–12,31–32,172–175CharacterVector,41,49,68clone(),46,48cppFunction(),12,31,32create,29CxxFlags(),24,26DataFrame,29,55,60,173Date,81,82depends,172Environment,57export,11,123,173,174ExpressionVector,41Function,56,57,118GenericVector,41,52IntegerMatrix,41,101IntegerVector,41–45,55,101,107,118isNULL,41isObject,41isS4,41LdFlags(),24,26List,30,52–54,68,76,89,90,102,141,142,156,174,191LogicalVector,41,48,106214SubjectIndexModules,81,83–102,135class,91,93,95,98constmethod,98constructor,91,93,95,98eld,91,93function,88,90method,91,95,98property,93,95RCPPMODULE,86–88Named,29,51–54,56,57,60,141,142,173,174NumericMatrix,30,41,48,53,101,141,142NumericVector,26,30,41,45–48,52,53,60,68,85,101,104,105,107,115,123,141,142,156,169,191NumericVector(),104operatorSEXP(),77package,65–74Plugin,30RawVector,41,49Rcout,153Rcpp.
package.
skeleton(),65–72,74,99,101Rcpp.
plugin.
maker(),31RcppArmadillo,139–153RNGScope,56,85,115,123RObject,39–41,191S4,58,96sourceCpp(),11,31,123,124,175sugar,103–124abs(),114acos(),114all(),107,108,115any(),107,108,115asin(),114atan(),114beta(),114ceil(),114choose(),114clamp(),112cos(),114cosh(),114cumsum(),114diff(),111digamma(),114Distributions,115dnorm(),114duplicated(),113exp(),114expm1(),114factorial(),114oor(),114gamma(),114ifelse(),104,109,115intersect(),112isfalse(),107isna(),107,108,118istrue(),107lapply(),108,110lbeta(),114lchoose(),114lfactorial(),114lgamma(),114log(),114log10(),114log1p(),114mapply(),110max(),113,114mean(),113,114min(),113,114pentagamma(),114pmax(),109,112pmin(),109,112pnorm(),60,114pow(),114psigamma(),114qnorm(),114range(),114rnorm(),114round(),114runif(),123sapply,118–122sapply(),110,116sd(),113,114seqalong(),108seqlen(),110setdiff(),111setequal(),114sign(),111signif(),114sin(),114sinh(),114sortunique(),112sqrt(),114,123sum(),114,123table(),113tan(),114tanh(),114tetragamma(),114trigamma(),114trunc(),114union(),111unique(),112var(),113,114whichmax(),114whichmin(),114Timer,179,180try(),32SubjectIndex215tryCatch(),32wrap(),9,10,13,14,17,34,42,43,45,57,73,75–78,80,81,84,88,95,133,177,204XPtr,85Rcpp::Rcout,179RcppGSLCFLags,166LdFLags,166matrix,156,164,169vector,156,159–162,173,174Recursion,7,8,12ReferenceClasses,seeR,ReferenceClassesReproducibleresearch,3Resampling,4RInside,127–137parseEval,132,133parseEvalQ,129,132–134Rscript,24,70,127,128,166Rserve,128SS,3S3,seeR,S3S4,seeR,S4;Rcpp,S4SEXP,seeR,SEXPSharedlibrary,9Simulation,4,15,127Singular-ValueDecomposition(SVD),185,186,192StandardTemplateLibrary(STL),40,43–45,54,76,96,104,132,141,158,198,201STL,seeStandardTemplateLibrary(STL)TTextle,127UUnittests,20VVectorAutogression(VAR),15–17WWebapplication,136Windows,seePlatform,WindowsWt,136XXML,137SoftwareIndexAArmadillo,15,54,75,139–141,144,146,151–153,177,182,183,192autoconf,165BBLAS,146,153,191Boost,75,80–82,205Boost.
Python,83,86CC,ix,6,8,9,20,23,25,40,60,61,65,128,134,146,155,156,158,163,168,181,195–200,204C++,vii–ix,xi,4,6,8–11,13–23,25,26,29–35,40–43,45,46,51–56,59,60,73,76,80,83,84,88,89,91,103–105,109,114–116,123,124,127,128,132–135,139,140,144,146,148,150–153,159,172,177,182,187,189,191,195–205C++,xi,9,15,23,26,44,53,58,59,61,65,67–69,74,75,77,78,83,84,86,90,92,96,132,146,150,151,155,156,158,161–163,166–168,177,180,181,183,192,195,199,200C++11,21,31,42C#,40,203cda,102ceres,177compiler,17Cpp,200CXXR,viiiDDateTime,75,80,81EEigen,75,177–192FFortran,9,25,168GGSL,155,156,158,160–166,168,169,171–175gsl,155,156GUTS,102Hhighlight,20,102Iinline,ix,9–12,16,18,20,25–34,42,52,65,142,144,155,168,169,204JJava,40,58,59,203LLapack,153Linpack,144,146MMatlab,139,146–148,151maxent,102mypackage,67OOctave,146OpenBLAS,191Pparser,102planar,102Python,83,100Pythonmodules,86D.
Eddelbuettel,SeamlessRandC++IntegrationwithRcpp,UseR!
64,DOI10.
1007/978-1-4614-6868-4,TheAuthor2013217218SoftwareIndexQQt,135,137RR,vii–ix,xi,xii,3,4,6–12,14–26,29–34,39–49,51–61,65–69,71–73,75–78,81,83–93,96,98–101,103–105,107,108,111,112,114–116,122–124,127–136,139,140,142–144,146–153,155,156,158,160,161,164–169,172–175,178–181,183–185,190–192,195–199,209RAbstraction,viiirbenchmark,10,20,142Rcpp,vii–ix,xi,xii,3,6,9–11,15,18–27,29–31,33–35,39–42,45,49,51,52,55–61,65–69,73–79,83,84,87,96,98–100,103,104,114,115,118,127–130,132–134,136,139–141,152,153,155,156,158,160,168,172,177,179,181,185,192,204RcppArmadillo,xi,15–18,29,30,54,74,75,82,139–144,146,152,153,156,158,186,191RcppBDT,74,75,80–82,99,100,102rcppbind,viiiRcppClassic,viiiRcppCNPy,83,99–102RcppDE,53,54RcppEigen,xi,29,74,75,82,177,182,186–189,191,192RcppGSL,29,30,32,74,75,82,155–159,161–169,172,186,191RcppTemplate,viiirdyncall,ixRInside,127–136Rmath,196,197RObjects,viiiRProtoBuf,xiRQuantLib,viii,xiRserve,viii,128RSoa,102Rtools,21RUnit,20SS,3,58Ttransmission,102Wwordcloud,73,74Wt,136,137AuthorIndexAAbrahams,David,86,104,178,205Adler,Daniel,ixAlbert,Carlo,102Alken,Patrick,30,155Allaire,JJ,xiArmstrong,Whit,viiiAuguie,Baptiste,102Austen,MatthewH.
,201BBachmeier,Lance,15Bates,Douglas,viii,xi,74,82,140,158,186,191,192Boost,205Booth,Michael,30,155Brokken,FrankB.
,205Burns,Patrick,12CChambers,JohnM.
,vii,xi,3,23,58DDavies,Jim,30,155DebRoy,Saikat,viiiDiaz,FernandoCela,102Doss,Nathan,134EEddelbuettel,Dirk,viii,9,25,53,74,80,82,100,102,128,140,158,168,186,191FFellows,Ian,73Francois,Romain,viii,9,25,74,80,82,102,128,140,158,168,186,191GGaile,DanielP.
,viiiGalassi,Mark,30,155Gentleman,Robert,23Google,177Gough,Brian,30,155Gropp,William,134Grosse-Kunstleve,RalfW.
,86Guennebaud,Ga¨el,177,183,192,204Gurtovoy,Aleksey,104,178,205HHankin,RobinK.
S.
,156Hastie,TrevorJ.
,58Hornik,Kurt,xiHua,Jianping,134JJacob,Benot,177,183,192,204Java,JamesJ.
,viiiJosuttis,NicolaiM.
,104,205Jungman,Gerard,30,155Jurka,TimothyP.
,102KKing,Michael,102Kusnierczyk,Wacek,10,142LLajoie,Josee,204Leisch,Friedrich,66Liang,Gang,viiiLigges,Uwe,xiLippman,StanleyB.
,204Lusk,Ewing,134MManly,KennethE.
,viiiD.
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64,DOI10.
1007/978-1-4614-6868-4,TheAuthor2013219220AuthorIndexMatloff,Norman,23Meyers,Scott,viii,6,198,200,201,203,205Moo,BarbaraE.
,204Murdoch,Duncan,9,21,25,168NNguyen,Khanh,viiiPPlummer,Martyn,xiRRDevelopmentCoreTeam,viii,19–22,26,39,56,57,60,65,66,71,83,85,103,115,128,196Redd,Andrew,102Ripley,BrianD.
,xi,21,23,58Rossi,Fabrice,30,155Runnalls,Andrew,viiiSSamperi,Dominick,viii,xiSanderson,Conrad,15,139,158,192,204Simon,Andre,20Skjellum,Anthony,134Sklyar,Oleg,9,25,168Smith,Mike,9,25,168Snow,Greg,4StackOverow,7Stroustrup,Bjarne,204TTempleLang,Duncan,ixTheiler,James,30,155Thomas,Alun,102Tierney,Luke,xiTsuruoka,Yoshimasa,102UUrbanek,Simon,viii,xi,21,128VVandevoorde,David,104,205Venables,WillianN.
,23,58Vogel,S¨oren,102WWikiBooks,14Wikipedia,7,8,42,117,205