搜索结果: 1-15 共查到“知识库 理论统计学 volatility”相关记录17条 . 查询时间(0.448 秒)
On Implied Volatility for Options – Some Reasons to Smile and More to Correct
Bias correction Implied volatility,Kernel estimator Pricing errors
2016/1/25
We analyze the properties of the implied volatility, the commonly used volatility estimator by direct option price inversion. It is found that the implied volatility is subject to a systematic bias in...
Moment based estimation of supOU processes and a related stochastic volatility model
generalized method of moments Ornstein-Uhlenbeck type process L
2013/6/14
After a quick review of superpositions of OU (supOU) processes, integrated supOU processes and the supOU SV model we estimate these processes by using the generalized method of moments. We show that t...
Parametric inference and forecasting in continuously invertible volatility models
Invertibility volatility models parametric estimation
2011/7/6
We introduce the notion of continuously invertible volatility models that relies on some Lyapunov condition and some regularity condition.
Vast volatility matrix estimation for high-frequency financial data
Convergence rate diffusion integrated volatility matrix norm micro-structure noise realized volatility
2010/3/10
High-frequency data observed on the prices of financial assets
are commonly modeled by diffusion processes with micro-structure
noise, and realized volatility-based methods are often used to estimat...
Lower bounds for volatility estimation in microstructure noise models
Brownian motion Variance estimation Kullback-Leibler divergence Minimaxrate Microstructure noise
2010/3/10
In this paper we derive lower bounds in minimax sense for estimation of the instantaneous
volatility if the diffusion type part cannot be observed directly but under
some additional Gaussian noise. ...
Computationally Efficient Estimation of Factor Multivariate Stochastic Volatility Models
Approximate EM Adaptive sampling Delayed rejection Gaussian copula marginallikelihood Markov chain Monte Carlo
2010/3/10
An Markov chain Monte Carlo simulation method based on a two stage delayed
rejection Metropolis-Hastings algorithm is proposed to estimate a factor
multivariate stochastic volatility model. The firs...
Asymptotic equivalence and sufficiency for volatility estimation under microstructure noise
High-frequency data integrated volatility spot volatilityestimation Le Cam deficiency equivalence of experiments
2010/3/9
The basic model for high-frequency data in finance is considered,
where an efficient price process is observed under microstructure noise.
It is shown that this nonparametric model is in Le Cam’s se...
STOCHASTIC VOLATILITY:APPROXIMATION AND GOODNESS-OF-FIT TEST
Non-parametric estimation goodness-of-fit test stochastic volatility discrete time observation
2009/9/18
Let X be the unique solution started from x0 of the stochastic
differential equation dXt = µ(t;Xt)dBt +b(t;Xt)dt with B a standard
Brownian motion. We consider an approximation of the volatili...
The Extended Generalized Inverse Gaussian Distribution for Log-Linear and Stochastic Volatility Models
Inverse Gaussian Distribution Log-Linear Stochastic Volatility Models
2009/9/17
The Extended Generalized Inverse Gaussian Distribution for Log-Linear and Stochastic Volatility Models。
Non-Parametric Volatility Estimation in Continuous Time
Non-Parametric Volatility Estimation Continuous Time
2009/9/17
Non-Parametric Volatility Estimation in Continuous Time。
Portfolio Optimization with Non-Constant Volatility and Partial Information
Portfolio Optimization Non-Constant Volatility Partial Information
2009/9/17
Portfolio Optimization with Non-Constant Volatility and Partial Information。
Continuous-time trading and the emergence of volatility
Continuous-time trading emergence of volatility
2009/3/20
This note continues investigation of randomness-type properties emerging in idealized financial markets with continuous price processes. It is shown, without making any probabilistic assumptions, that...
Filtering and estimation in stochastic volatility models with rationally distributed disturbances
stochastic volatility filtering rational probability density function state space realization
2010/4/29
This paper deals with the filtering problem for a class of discrete
time stochastic volatility models in which the disturbances have rational
probability density functions. This includes the Cauchy ...
Diffusion covariation and co-jumps in bidimensional asset price processes with stochastic volatility and infinite activity Levy jumps
co-jumps diffusion correlation coefficient stable Levy jumps threshold estimator
2010/4/29
In this paper we consider two processes driven by diffusions and jumps. The jump components
are L´evy processes and they can both have finite activity and infinite activity. Given discrete obse...
Estimation errors of the Sharpe ratio for long-memory stochastic volatility models
long memory stochastic volatility Sharpe ratio
2010/4/27
The Sharpe ratio, which is defined as the ratio of the excess expected
return of an investment to its standard deviation, has been widely cited
in the financial literature by researchers and practit...