Implied volatility string dynamics

A primary goal in modelling the dynamics of implied volatility surfaces (IVS) aims at reducing complexity. For this purpose one fits the IVS each day and applies a principal component analysis using a functional norm. This approach, however, neglects the degenerated string structure of the implied v...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Fengler, Matthias (VerfasserIn) , Härdle, Wolfgang (VerfasserIn) , Mammen, Enno (VerfasserIn)
Körperschaft: Sonderforschungsbereich Quantifikation und Simulation Ökonomischer Prozesse (BerichterstatterIn)
Dokumenttyp: Book/Monograph Arbeitspapier
Sprache:Englisch
Veröffentlicht: Berlin Humboldt-Universität 2003
Schriftenreihe:Discussion papers of interdisciplinary research project 373 2003,54
In: Discussion papers of interdisciplinary research project 373 (2003,54)

Schlagworte:
Online-Zugang:Resolving-System, Volltext: http://hdl.handle.net/10419/66280
Resolving-System, Volltext: http://nbn-resolving.de/urn:nbn:de:kobv:11-10050885
Verlag, Volltext: http://edoc.hu-berlin.de/series/sfb-373-papers/2003-54/PDF/54.pdf
Volltext
Verfasserangaben:Matthias R. Fengler; Wolfgang Härdle; Enno Mammen

MARC

LEADER 00000cam a2200000 c 4500
001 73007675X
003 DE-627
005 20241218150919.0
007 cr uuu---uuuuu
008 121119s2003 gw |||||o 00| ||eng c
024 7 |a urn:nbn:de:kobv:11-10050885  |2 urn 
024 7 |a 10419/66280  |2 hdl 
035 |a (DE-627)73007675X 
035 |a (DE-576)9730076758 
035 |a (DE-599)GBV73007675X 
035 |a (OCoLC)930919139 
040 |a DE-627  |b ger  |c DE-627  |e rakwb 
041 |a eng 
044 |c XA-DE 
084 |a 27  |2 sdnb 
084 |a C14  |a G12  |2 jelc 
100 1 |a Fengler, Matthias  |d 1973-  |0 (DE-588)1089931328  |0 (DE-627)853714495  |0 (DE-576)460408909  |4 aut 
245 1 0 |a Implied volatility string dynamics  |c Matthias R. Fengler; Wolfgang Härdle; Enno Mammen 
264 1 |a Berlin  |b Humboldt-Universität  |c 2003 
300 |a Online-Ressource (PDF-Datei: 57 S., 9,31 MB)  |b graph. Darst. 
336 |a Text  |b txt  |2 rdacontent 
337 |a Computermedien  |b c  |2 rdamedia 
338 |a Online-Ressource  |b cr  |2 rdacarrier 
490 1 |a Discussion papers of interdisciplinary research project 373  |v 2003,54 
520 |a A primary goal in modelling the dynamics of implied volatility surfaces (IVS) aims at reducing complexity. For this purpose one fits the IVS each day and applies a principal component analysis using a functional norm. This approach, however, neglects the degenerated string structure of the implied volatility data and may result in a severe modelling bias. We propose a dynamic semiparametric factor model, which approximates the IVS in a finite dimensional function space. The key feature is that we only fit in the local neighborhood of the design points. Our approach is a combination of methods from functional principal component analysis and backfitting techniques for additive models. The model is found to have an approximate 10% better performance than the typical naïve trader models. The model can be a backbone in risk management serving for value at risk computations and scenario analysis. -- Implied Volatility Surface ; Smile ; Generalized Additive Models ; Backfitting ; Functional Principal Component Analysis 
538 |a Systemvoraussetzungen: Acrobat reader. 
655 4 |0 (DE-206)24  |a Arbeitspapier  |5 DE-206 
655 4 |0 (DE-206)34  |a Graue Literatur  |5 DE-206 
700 1 |a Härdle, Wolfgang  |d 1953-  |0 (DE-588)110357116  |0 (DE-627)546377173  |0 (DE-576)165333545  |4 aut 
700 1 |a Mammen, Enno  |d 1955-  |0 (DE-588)170668606  |0 (DE-627)060788658  |0 (DE-576)13153159X  |4 aut 
710 2 |a Sonderforschungsbereich Quantifikation und Simulation Ökonomischer Prozesse  |0 (DE-588)2174159-1  |0 (DE-627)252667980  |0 (DE-576)197385826  |4 oth 
830 0 |a Discussion papers of interdisciplinary research project 373  |v 2003,54  |9 2003054  |w (DE-627)378606077  |w (DE-576)281241422  |w (DE-600)2135319-0  |x 1436-1086  |7 am 
856 4 0 |u http://hdl.handle.net/10419/66280  |x Resolving-System  |3 Volltext 
856 4 0 |u http://nbn-resolving.de/urn:nbn:de:kobv:11-10050885  |x Resolving-System  |3 Volltext 
856 4 0 |u http://edoc.hu-berlin.de/series/sfb-373-papers/2003-54/PDF/54.pdf  |x Verlag  |3 Volltext 
951 |a BO 
992 |a 20241218 
993 |a WorkingPaper 
994 |a 2003 
998 |g 170668606  |a Mammen, Enno  |m 170668606:Mammen, Enno  |d 110000  |d 110200  |d 110000  |d 110400  |e 110000PM170668606  |e 110200PM170668606  |e 110000PM170668606  |e 110400PM170668606  |k 0/110000/  |k 1/110000/110200/  |k 0/110000/  |k 1/110000/110400/  |p 3  |y j 
999 |a KXP-PPN73007675X  |e 4638501117 
BIB |a Y 
JSO |a {"corporate":[{"display":"Sonderforschungsbereich Quantifikation und Simulation Ökonomischer Prozesse","role":"oth"}],"language":["eng"],"recId":"73007675X","physDesc":[{"noteIll":"graph. Darst.","extent":"Online-Ressource (PDF-Datei: 57 S., 9,31 MB)"}],"type":{"media":"Online-Ressource","bibl":"book"},"relMultPart":[{"type":{"bibl":"serial","media":"Online-Ressource"},"disp":"Discussion papers of interdisciplinary research project 373","note":["Gesehen am 04.07.23"],"recId":"378606077","corporate":[{"role":"isb","display":"Sonderforschungsbereich Quantifikation und Simulation Ökonomischer Prozesse","roleDisplay":"Herausgebendes Organ"}],"language":["eng"],"pubHistory":["1997 - 2003; damit Ersch. eingest."],"part":{"number":["2003,54"],"number_sort":["2003054"]},"title":[{"title_sort":"Discussion papers of interdisciplinary research project 373","title":"Discussion papers of interdisciplinary research project 373"}],"physDesc":[{"extent":"Online-Ressource"}],"dispAlt":"Discussion papers of interdisciplinary research project 373","name":{"displayForm":["Sonderforschungsbereich 373"]},"origin":[{"publisher":"Humboldt-Universität","dateIssuedKey":"1997","dateIssuedDisp":"1997-2003","publisherPlace":"Berlin"}],"id":{"hdl":["10419/130"],"issn":["1436-1086"],"eki":["378606077"],"zdb":["2135319-0"]}}],"name":{"displayForm":["Matthias R. Fengler; Wolfgang Härdle; Enno Mammen"]},"person":[{"role":"aut","display":"Fengler, Matthias","given":"Matthias","family":"Fengler"},{"given":"Wolfgang","family":"Härdle","role":"aut","display":"Härdle, Wolfgang"},{"given":"Enno","family":"Mammen","role":"aut","display":"Mammen, Enno"}],"id":{"uri":["urn:nbn:de:kobv:11-10050885"],"hdl":["10419/66280"],"eki":["73007675X"]},"origin":[{"dateIssuedDisp":"2003","dateIssuedKey":"2003","publisher":"Humboldt-Universität","publisherPlace":"Berlin"}],"title":[{"title":"Implied volatility string dynamics","title_sort":"Implied volatility string dynamics"}]} 
SRT |a FENGLERMATIMPLIEDVOL2003