Search Results for author: Jaehyuk Choi

Found 19 papers, 10 papers with code

Exact simulation scheme for the Ornstein-Uhlenbeck driven stochastic volatility model with the Karhunen-Loève expansions

no code implementations14 Feb 2024 Jaehyuk Choi

This study proposes a new exact simulation scheme of the Ornstein-Uhlenbeck driven stochastic volatility model.

Tighter 'Uniform Bounds for Black-Scholes Implied Volatility' and the applications to root-finding

no code implementations17 Feb 2023 Jaehyuk Choi, Jeonggyu Huh, Nan Su

This note improves the lower and upper bounds of the Black-Scholes implied volatility (IV) in Tehranchi (SIAM J.

Math

Information extraction and artwork pricing

no code implementations16 Feb 2023 Jaehyuk Choi, Lan Ju, Jian Li, Zhiyong Tu

Traditional art pricing models often lack fine measurements of painting content.

CRAFT: Criticality-Aware Fault-Tolerance Enhancement Techniques for Emerging Memories-Based Deep Neural Networks

no code implementations8 Feb 2023 Thai-Hoang Nguyen, Muhammad Imran, Jaehyuk Choi, Joon-Sung Yang

A stuck-at cell can be read but not reprogrammed, thus, stuck-at faults in NVMs may or may not result in errors depending on the data to be stored.

Simulation schemes for the Heston model with Poisson conditioning

no code implementations7 Jan 2023 Jaehyuk Choi, Yue Kuen Kwok

Exact simulation schemes under the Heston stochastic volatility model (e. g., Broadie-Kaya and Glasserman-Kim) suffer from computationally expensive modified Bessel function evaluations.

Option pricing under the normal SABR model with Gaussian quadratures

no code implementations7 Jan 2023 Jaehyuk Choi, Byoung Ki Seo

The stochastic-alpha-beta-rho (SABR) model has been widely adopted in options trading.

Client-driven Lightweight Method to Generate Artistic Media for Feature-length Sports Videos

1 code implementation Conference 2022 Ghulam Mujtaba, Jaehyuk Choi, Eun-Seok Ryu

This paper proposes a lightweight methodology to attract users and increase views of videos through personalized artistic media i. e., static thumbnails and animated Graphics Interchange Format (GIF) images.

Animated GIF Generation Sports Analytics +1

Improved iterative methods for solving risk parity portfolio

3 code implementations28 Feb 2022 Jaehyuk Choi, Rong Chen

Risk parity, also known as equal risk contribution, has recently gained increasing attention as a portfolio allocation method.

LTC-GIF: Attracting More Clicks on Feature-length Sports Videos

1 code implementation22 Jan 2022 Ghulam Mujtaba, Jaehyuk Choi, Eun-Seok Ryu

This paper proposes a lightweight method to attract users and increase views of the video by presenting personalized artistic media -- i. e, static thumbnails and animated GIFs.

Action Analysis Animated GIF Generation +2

The financial value of the within-government political network: Evidence from Chinese municipal corporate bonds

no code implementations4 Jan 2022 Jaehyuk Choi, Lei Lu, Heungju Park, Sungbin Sohn

This paper examines the effect of the political network of Chinese municipal leaders on the pricing of municipal corporate bonds.

A Black-Scholes user's guide to the Bachelier model

2 code implementations18 Apr 2021 Jaehyuk Choi, Minsuk Kwak, Chyng Wen Tee, Yumeng Wang

To cope with the negative oil futures price caused by the COVID-19 recession, global commodity futures exchanges temporarily switched the option model from Black--Scholes to Bachelier in 2020.

Management

Yield Spread Selection in Predicting Recession Probabilities: A Machine Learning Approach

no code implementations23 Jan 2021 Jaehyuk Choi, Desheng Ge, Kyu Ho Kang, Sungbin Sohn

The literature on using yield curves to forecast recessions customarily uses 10-year--three-month Treasury yield spread without verification on the pair selection.

BIG-bench Machine Learning

The equivalent constant-elasticity-of-variance (CEV) volatility of the stochastic-alpha-beta-rho (SABR) model

2 code implementations29 Nov 2019 Jaehyuk Choi, Lixin Wu

Our approach effectively reduces the approximation error in a way similar to the control variate method because the CEV model is the zero vol-of-vol limit of the SABR model.

Leave-One-Out Least Square Monte Carlo Algorithm for Pricing American Options

no code implementations4 Oct 2018 Jeechul Woo, Chenru Liu, Jaehyuk Choi

The least square Monte Carlo (LSM) algorithm proposed by Longstaff and Schwartz (2001) is widely used for pricing American options.

regression

Inverse Gaussian quadrature and finite normal-mixture approximation of the generalized hyperbolic distribution

1 code implementation2 Oct 2018 Jaehyuk Choi, Yeda Du, Qingshuo Song

Using the quadrature, the generalized hyperbolic distribution is efficiently approximated as a finite normal variance-mean mixture.

Computation Computational Finance Pricing of Securities

Sum of all Black-Scholes-Merton models: An efficient pricing method for spread, basket, and Asian options

1 code implementation8 May 2018 Jaehyuk Choi

Contrary to the common view that exact pricing is prohibitive owing to the curse of dimensionality, this study proposes an efficient and unified method for pricing options under multivariate Black-Scholes-Merton (BSM) models, such as the basket, spread, and Asian options.

Numerical Approximation of the Implied Volatility Under Arithmetic Brownian Motion

3 code implementations29 Jun 2009 Jaehyuk Choi, Kwangmoon Kim, Minsuk Kwak

We provide an accurate approximation method for inverting an option price to the implied volatility under arithmetic Brownian motion, which is widely quoted in Fixed Income markets.

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