Title
Nonparametric statistical methods and the pricing of derivative securities
Abstract
In this review paper we summarise several nonparametric methods recently applied to the pricing of financial options. After a short introduction to martingale-based option pricing theory, we focus on two possible fields of application for nonparametric methods: the estimation of risk-neutral probabilities and the estimation of the dynamics of the underlying instruments in order to construct an internally consistent model.
Year
DOI
Venue
2002
10.1155/S1173912602000019
JAMDS
Keywords
Field
DocType
option pricing,exotic derivatives,term-structure of interest rates.,nonparametric methods,interest rate,consistency model,term structure
Econometrics,Martingale (probability theory),Martingale pricing,Economics,Valuation of options,Nonparametric regression,Finite difference methods for option pricing,Nonparametric statistics,Statistics,Derivative (finance)
Journal
Volume
Issue
Citations 
6
1
0
PageRank 
References 
Authors
0.34
3
1
Name
Order
Citations
PageRank
Rüdiger Kiesel100.34