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001 978-3-030-64155-9
003 DE-He213
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020 _a9783030641559
_9978-3-030-64155-9
024 7 _a10.1007/978-3-030-64155-9
_2doi
050 4 _aHD61
072 7 _aKJM
_2bicssc
072 7 _aGPQD
_2bicssc
072 7 _aBUS027020
_2bisacsh
072 7 _aKJM
_2thema
072 7 _aGPQD
_2thema
082 0 4 _a658.155
_223
100 1 _aAng, Clifford S.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
245 1 0 _aAnalyzing Financial Data and Implementing Financial Models Using R
_h[electronic resource] /
_cby Clifford S. Ang.
250 _a2nd ed. 2021.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2021.
300 _aXVI, 465 p. 63 illus., 56 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSpringer Texts in Business and Economics,
_x2192-4341
505 0 _aChapter 1 Prices -- Chapter 2 Individual Security Returns -- Chapter 3 Portfolio Returns -- Chapter 4 Risk -- Chapter 5 Factor Models -- Chapter 6 Risk-Adjusted Portfolio Performance Measures -- Chapter 7 Markowitz Mean-Variance Optimization -- Chapter 8 Fixed Income -- Chapter 9 Options -- Appendix A Getting Started with R. Appendix B Constructing a Hypothetical Portfolio.
520 _aThis advanced undergraduate/graduate textbook teaches students in finance and economics how to use R to analyse financial data and implement financial models. It demonstrates how to take publically available data and manipulate, implement models and generate outputs typical for particular analyses. A wide spectrum of timely and practical issues in financial modelling are covered including return and risk measurement, portfolio management, option pricing and fixed income analysis. This new edition updates and expands upon the existing material providing updated examples and new chapters on equities, simulation and trading strategies, including machine learnings techniques. Select data sets are available online.
650 0 _aFinancial risk management.
650 0 _aSocial sciences
_xMathematics.
650 0 _aStatisticsĀ .
650 1 4 _aRisk Management.
650 2 4 _aMathematics in Business, Economics and Finance.
650 2 4 _aStatistics in Business, Management, Economics, Finance, Insurance.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030641542
776 0 8 _iPrinted edition:
_z9783030641566
776 0 8 _iPrinted edition:
_z9783030641573
830 0 _aSpringer Texts in Business and Economics,
_x2192-4341
856 4 0 _uhttps://doi.org/10.1007/978-3-030-64155-9
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
942 _cSPRINGER
999 _c178178
_d178178