Data-Driven Stochastic Pricing and Application to Electricity Market
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[1] A. Lo,et al. Nonparametric Estimation of State‐Price Densities Implicit in Financial Asset Prices , 1998 .
[2] Risk Premia in Electricity Forward Prices , 2006 .
[3] V. A. Epanechnikov. Non-Parametric Estimation of a Multivariate Probability Density , 1969 .
[4] Pin T. Ng,et al. Quantile smoothing splines , 1994 .
[5] James W. Taylor. A Quantile Regression Neural Network Approach to Estimating the Conditional Density of Multiperiod Returns , 2000 .
[6] R. Koenker. Quantile Regression: Name Index , 2005 .
[7] J. Rosenberg. Nonparametric Pricing of Multivariate Contingent Claims , 2000 .
[8] Xuming He. Quantile Curves without Crossing , 1997 .
[9] M. Stutzer. A Simple Nonparametric Approach to Derivative Security Valuation , 1996 .
[10] J. Corcoran. Modelling Extremal Events for Insurance and Finance , 2002 .
[11] Hans Byström,et al. Extreme Value Theory and Extremely Large Electricity Price Changes , 2005 .
[12] M. Rosenblatt. Remarks on a Multivariate Transformation , 1952 .
[13] W. Härdle,et al. Quantile Regression in Risk Calibration , 2012 .
[14] Andrew W. Lo,et al. Nonparametric estimation of state-price densities implicit in financial asset prices , 1995, Proceedings of 1995 Conference on Computational Intelligence for Financial Engineering (CIFEr).
[15] A. McNeil. Estimating the Tails of Loss Severity Distributions Using Extreme Value Theory , 1997, ASTIN Bulletin.
[16] Saahil Shenoy,et al. Stochastic optimization of power market forecast using non-parametric regression models , 2015, 2015 IEEE Power & Energy Society General Meeting.
[17] S. Poon,et al. Financial Modeling Under Non-Gaussian Distributions , 2006 .
[18] Estimation of VAR Using Copula and Extreme Value Theory , 2006 .
[19] L. Haan,et al. Extreme value theory : an introduction , 2006 .
[20] Ivor W. Tsang,et al. A Family of Simple Non-Parametric Kernel Learning Algorithms , 2011, J. Mach. Learn. Res..
[21] A. Conejo,et al. A Stochastic Programming Approach to Electric Energy Procurement for Large Consumers , 2007, IEEE Transactions on Power Systems.
[22] Saahil Shenoy,et al. Estimating Long Tail Models for Risk Trends , 2015, IEEE Signal Processing Letters.
[23] Sunder Kekre,et al. Optimal Energy Procurement in Spot and Forward Markets , 2014, Manuf. Serv. Oper. Manag..
[24] F. Black,et al. The Pricing of Options and Corporate Liabilities , 1973, Journal of Political Economy.
[25] René Carmona,et al. Pricing and Hedging Spread Options , 2003, SIAM Rev..
[26] Rob J. Hyndman,et al. Forecasting Uncertainty in Electricity Smart Meter Data by Boosting Additive Quantile Regression , 2016, IEEE Transactions on Smart Grid.
[27] Alexander J. Smola,et al. Nonparametric Quantile Estimation , 2006, J. Mach. Learn. Res..
[28] Stephen P. Boyd,et al. Block splitting for distributed optimization , 2013, Mathematical Programming Computation.
[29] I. Tsai. The relationship between stock price index and exchange rate in Asian markets: A quantile regression approach , 2012 .
[30] Cheng-Few Lee,et al. Handbook of Financial Econometrics and Statistics , 2015 .
[31] Ioannis D. Vrontos,et al. Quantile Regression Analysis of Hedge Fund Strategies , 2007 .
[32] Keming Yu,et al. Quantile regression: applications and current research areas , 2003 .
[33] Saahil Shenoy,et al. Risk adjusted forecasting of electric power load , 2014, 2014 American Control Conference.
[34] Federica Asnicar. Optimization of Electricity Reserved Capacity , 2006 .
[35] Lixing Zhu,et al. Composite Quantile Regression for the Single-Index Model , 2013 .
[36] Takafumi Kanamori,et al. Nonparametric Conditional Density Estimation Using Piecewise-Linear Solution Path of Kernel Quantile Regression , 2009, Neural Computation.
[37] A. McNeil. Extreme Value Theory for Risk Managers , 1999 .
[38] Mauro Bernardi,et al. Bayesian Tail Risk Interdependence Using Quantile Regression , 2015 .
[39] Anthony W. Hughes,et al. A Quantile Regression Analysis of the Cross Section of Stock Market Returns , 2002 .
[40] Erik Hjalmarsson. Does the Black-Scholes formula work for electricity markets? A nonparametric approach , 2003 .
[41] Kush R. Varshney,et al. Business Analytics Based on Financial Time Series , 2011, IEEE Signal Processing Magazine.
[42] J. Geweke,et al. Comparing and Evaluating Bayesian Predictive Distributions of Asset Returns , 2008 .
[43] Siddharth Arora,et al. Forecasting electricity smart meter data using conditional kernel density estimation , 2014, 1409.2856.