89 results on '"Jing-Zhi Huang"'
Search Results
2. Healthcare providers’ perceived barriers to providing breastfeeding support in Northwest rural China
- Author
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Jiao-jiao Wu, Qing-ning Zhang, Su-su Liao, Jiang-hong Li, Jian-duan Zhang, and Jing-zhi Huang
- Subjects
Breastfeeding ,Healthcare provider ,Perceived barrier ,Rural China ,Qualitative research ,Pediatrics ,RJ1-570 ,Public aspects of medicine ,RA1-1270 - Abstract
Abstract Background Healthcare providers play important roles in supporting breastfeeding. Although there has been insufficient actual breastfeeding support from healthcare providers in China, little research has been conducted to understand Chinese healthcare providers’ perceived barriers to providing breastfeeding support, especially in rural China. This study aims to identify these perceived barriers to providing breastfeeding support in Northwestern rural China. Methods This study was conducted during the period from March 2018 to December 2018. Forty-one healthcare providers were recruited through purposive sampling in two rural counties in Northwest China that are in close proximity to each other and share similar demographic features. Participants included obstetrician-gynecologists, midwives, nurses, “village doctors”, and township and village maternal and child health workers. Qualitative data were collected through one-on-one in-depth semi-structured interviews and focus group discussions. Transcripts were thematically analyzed. Results Analysis of interview data resulted in four themes that the participants perceived as barriers to supporting breastfeeding: (1) lack of medical resources, within which inadequate staffing, and lack of financial incentives were discussed, (2) lack of clear and specific responsibility assignment, within which no one takes the lead, and mutual buck-passing were discussed, (3) healthcare providers’ lack of relevant expertise, within which lack of knowledge and skills, and low prestige of village healthcare providers were discussed, (4) difficulties in accessing mothers, within which medical equipment shortages reduce services utilization, mothers’ housing situation, mothers’ mobility, and cultural barriers were discussed. Conclusions The study identified HCPs perceived barriers to providing breastfeeding support. Unique to China’s Tri-Level Healthcare System, challenges like staffing and financial incentives are hard to swiftly tackle. Recommendations include mHealth enhancement and clarified responsibilities with incentives and tailored training. Further research is crucial to evaluate these strategies in rural Northwestern China and comparable underdeveloped areas nationwide.
- Published
- 2024
- Full Text
- View/download PDF
3. Monolithic integration of embedded III-V lasers on SOI
- Author
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Wen-Qi Wei, An He, Bo Yang, Zi-Hao Wang, Jing-Zhi Huang, Dong Han, Ming Ming, Xuhan Guo, Yikai Su, Jian-Jun Zhang, and Ting Wang
- Subjects
Applied optics. Photonics ,TA1501-1820 ,Optics. Light ,QC350-467 - Abstract
Abstract Silicon photonic integration has gained great success in many application fields owing to the excellent optical device properties and complementary metal-oxide semiconductor (CMOS) compatibility. Realizing monolithic integration of III-V lasers and silicon photonic components on single silicon wafer is recognized as a long-standing obstacle for ultra-dense photonic integration, which can provide considerable economical, energy-efficient and foundry-scalable on-chip light sources, that has not been reported yet. Here, we demonstrate embedded InAs/GaAs quantum dot (QD) lasers directly grown on trenched silicon-on-insulator (SOI) substrate, enabling monolithic integration with butt-coupled silicon waveguides. By utilizing the patterned grating structures inside pre-defined SOI trenches and unique epitaxial method via hybrid molecular beam epitaxy (MBE), high-performance embedded InAs QD lasers with monolithically out-coupled silicon waveguide are achieved on such template. By resolving the epitaxy and fabrication challenges in such monolithic integrated architecture, embedded III-V lasers on SOI with continuous-wave lasing up to 85 °C are obtained. The maximum output power of 6.8 mW can be measured from the end tip of the butt-coupled silicon waveguides, with estimated coupling efficiency of approximately -6.7 dB. The results presented here provide a scalable and low-cost epitaxial method for the realization of on-chip light sources directly coupling to the silicon photonic components for future high-density photonic integration.
- Published
- 2023
- Full Text
- View/download PDF
4. Predicting bitcoin returns using high-dimensional technical indicators
- Author
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Jing-Zhi Huang, William Huang, and Jun Ni
- Subjects
Electronic computers. Computer science ,QA75.5-76.95 ,Finance ,HG1-9999 - Abstract
There has been much debate about whether returns on financial assets, such as stock returns or commodity returns, are predictable; however, few studies have investigated cryptocurrency return predictability. In this article we examine whether bitcoin returns are predictable by a large set of bitcoin price-based technical indicators. Specifically, we construct a classification tree-based model for return prediction using 124 technical indicators. We provide evidence that the proposed model has strong out-of-sample predictive power for narrow ranges of daily returns on bitcoin. This finding indicates that using big data and technical analysis can help predict bitcoin returns that are hardly driven by fundamentals. Keywords: Bitcoin return prediction, High-dimensional classification, Decision tree classification, CART, Cryptocurrency, Bitcoin, Technical indicators
- Published
- 2019
- Full Text
- View/download PDF
5. Return smoothing and its implications for performance analysis of hedge funds
- Author
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Jing-zhi Huang, John Liechty, and Marco Rossi
- Subjects
Electronic computers. Computer science ,QA75.5-76.95 ,Finance ,HG1-9999 - Abstract
Return smoothing and performance persistence are both sources of autocorrelation in hedge fund returns. The practice of pre-processing the data in order to remove smoothing before conducting performance analysis also affects the predictability of hedge fund returns. This paper develops a Bayesian framework for the performance evaluation of hedge funds that simultaneously accounts for smoothing, time-varying performance and factor loadings, and the short-lived nature of reported returns. Simulation evidence reveals that “unsmoothing” predictable, persistent hedge fund returns reduces the ability to detect performance persistence in the second step of the analysis. Empirically, smoothing generates severe biases in standard estimates of abnormal performance, factor loadings, and idiosyncratic volatility. In particular, for funds with high systematic risk, a standard deviation increase in smoothing implies an upward bias in α in excess of 2% annually and a downward bias in equity market beta of more than 20%. For funds with low systematic risk exposure, the smoothing bias is most apparent in estimates of idiosyncratic volatility. Keywords: Hedge funds, Smoothing, Performance persistence, Bayesian model, JEL Classification: G11, G23, G58
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- 2018
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6. Machine-Learning-Based Return Predictors and the Spanning Controversy in Macro-Finance.
- Author
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Jing-Zhi Huang and Zhan Shi
- Published
- 2023
- Full Text
- View/download PDF
7. Liquidity Premium in the Eye of the Beholder: An Analysis of the Clientele Effect in the Corporate Bond Market.
- Author
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Xuanjuan Chen, Jing-Zhi Huang, Zhenzhen Sun, Tong Yao, and Tong Yu
- Published
- 2020
- Full Text
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8. Debt Covenants and Cross-Sectional Equity Returns.
- Author
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Jean Helwege, Jing-Zhi Huang, and Yuan Wang
- Published
- 2017
- Full Text
- View/download PDF
9. Health care providers’ perceived barriers to providing breastfeeding support in Northwest rural China
- Author
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Jiao-Jiao Wu, Qing-Ning Zhang, Su-su Liao, Jiang-hong Li, Jian-duan Zhang, and Jing-zhi Huang
- Abstract
Background Health care providers have been playing important roles in supporting breastfeeding. Although there has been insufficient actual breastfeeding support from health care providers in China, little research has been conducted to understand Chinese health care providers’ perceived barriers to providing breastfeeding support, especially in rural China. This study aimed to identify health care providers’ perceived barriers to providing breastfeeding support in Northwestern rural China. Methods A total of 41 health care providers were recruited by purposive sampling in two Northwest rural counties in China. These included obstetrician-gynecologists, midwives, nurses, village doctors, and township and village maternal and child health workers. Data were collected using semi-structured, one-on-one in-depth interviews and focus group discussions with qualitative design. Transcripts were thematically analyzed. Results Data from the interviews revealed four themes that the participants perceived as barriers in supporting breastfeeding. The four themes include: (1) lack of medical resources, (2) unclear responsibility designation at the individual level, (3) incompetency of health care providers, and (4) difficulty in accessing mothers. Conclusions Multiple barriers were perceived by health care providers in providing breastfeeding support. The specific breastfeeding support roles of different health care providers who serve for women and children need to be further clarified. Skillful training and technical support on breastfeeding are needed to match different health care providers’ specific responsibilities. The approaches of mobile health-based interventions to support breastfeeding can be explored in the future.
- Published
- 2023
10. What Do We Know About Corporate Bond Returns?
- Author
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Zhan Shi and Jing-Zhi Huang
- Subjects
Corporate bond ,Economics and Econometrics ,Variation (linguistics) ,Economics ,Monetary economics ,Finance - Abstract
Recently, there has been a fast-growing literature on the determinants of corporate bond returns, in particular, the driving force of cross-sectional return variation. In this review, we first survey recent empirical studies on this important topic. We discuss cross-sectional evidence as well as time-series evidence. We then present a model-based analysis of individual corporate bond returns using the structural approach for credit risk modeling. We show, among other things, that the expected corporate bond return implied by the Merton model predicts 1-month-ahead corporate bond returns in the cross section.
- Published
- 2021
11. Timing Ability of Government Bond Fund Managers: Evidence from Portfolio Holdings.
- Author
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Jing-Zhi Huang and Ying Wang
- Published
- 2014
- Full Text
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12. Monolithic Integration of Embedded III-V Lasers on SOI
- Author
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Wen-Qi Wei, An He, Bo Yang, Zi-Hao Wang, Jing-Zhi Huang, Dong Han, Ming Ming, Xuhan Guo, Yikai Su, Jian-Jun Zhang, and Ting Wang
- Subjects
Condensed Matter::Materials Science ,Physics::Instrumentation and Detectors ,Physics::Optics ,FOS: Physical sciences ,Physics - Applied Physics ,Applied Physics (physics.app-ph) ,Atomic and Molecular Physics, and Optics ,Electronic, Optical and Magnetic Materials ,Physics - Optics ,Optics (physics.optics) - Abstract
Silicon photonic integration has gained great success in many application fields owing to the excellent optical device properties and complementary metal-oxide semiconductor (CMOS) compatibility. Realizing monolithic integration of III-V lasers and silicon photonic components on single silicon wafer is recognized as a long-standing obstacle for ultra-dense photonic integration, which can provide considerable economical, energy efficient and foundry-scalable on-chip light sources, that has not been reported yet. Here, we demonstrate embedded InAs/GaAs quantum dot (QD) lasers directly grown on trenched silicon-on-insulator (SOI) substrate, enabling monolithic integration with butt-coupled silicon waveguides. By utilizing the patterned grating structures inside pre-defined SOI trenches and unique epitaxial method via hybrid molecular beam epitaxy (MBE), high-performance embedded InAs QD lasers with monolithically out-coupled silicon waveguide are achieved on such template. By resolving the epitaxy and fabrication challenges in such monolithic integrated architecture, embedded III-V lasers on SOI with continuous-wave lasing up to 85 oC are obtained. The maximum output power of 6.8 mW can be measured from the end tip of the butt-coupled silicon waveguides, with estimated coupling efficiency of approximately -7.35 dB. The results presented here provide a scalable and low-cost epitaxial method for realization of on-chip light sources directly coupling to the silicon photonic components for future high-density photonic integration.
- Published
- 2022
- Full Text
- View/download PDF
13. Flat Band Quantum Dot High Order Mode Locked Laser for Tbit/s Transmission
- Author
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Jing-Zhi Huang, Zi-Tao Ji, Jia-Jian Chen, Wen-Qi Wei, Jia-Le Qin, Zi-Hao Wang, Ting Wang, Zhi-Yuan Li, Xi Xiao, and Jian-Jun Zhang
- Abstract
We report 4th order colliding pulse mode-locked laser based on InAs/GaAs QD structure, which can generate ultra-stable optical frequency combs in O-band with 100 GHz spacing and a record-high 3 dB optical bandwidth of 11.5 nm (20 comb lines) at 25 °C. Single channel NRZ modulation rates of 70 Gb/s and PAM-4 of 40 GBaud/s are also demonstrated.
- Published
- 2022
14. Liquidity Premium in the Eye of the Beholder: An Analysis of the Clientele Effect in the Corporate Bond Market
- Author
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Zhenzhen Sun, Tong Yao, Jing-Zhi Huang, Tong Yu, and Xuanjuan Chen
- Subjects
Corporate bond ,050208 finance ,Strategy and Management ,0502 economics and business ,05 social sciences ,Capital asset pricing model ,Business ,Monetary economics ,050207 economics ,Management Science and Operations Research ,Affect (psychology) ,Liquidity premium ,Market liquidity - Abstract
This paper examines how liquidity and investors’ heterogeneous liquidity preferences interact to affect asset pricing. Using data on insurers’ corporate bond holdings, we find that illiquidity of corporate bond portfolios varies widely and persistently across insurers and is related to insurers’ investment horizon and funding constraint, consistent with the notion of liquidity clientele. We further find that liquidity clientele affects corporate bond prices—specifically, liquidity premia are lower among corporate bonds heavily held by investors with weaker preference for liquidity. This paper was accepted by Neng Wang, finance.
- Published
- 2020
15. P-doped 1300 nm InAs/GaAs quantum dot lasers directly grown on an SOI substrate
- Author
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Wen-Qi Wei, Jian-Jun Zhang, Ting Wang, Jia-Jian Chen, Jing-Zhi Huang, and Zihao Wang
- Subjects
Materials science ,Silicon ,business.industry ,Silicon on insulator ,chemistry.chemical_element ,Substrate (electronics) ,Heat sink ,Laser ,Atomic and Molecular Physics, and Optics ,law.invention ,Optics ,chemistry ,Quantum dot laser ,law ,Quantum dot ,Optoelectronics ,Photonics ,business - Abstract
The realization of monolithic integration of a stable III–V laser on a standard silicon-on-insulator (SOI) substrate has been regarded as a challenging technology for silicon-based photonic integration circuits (PICs). Here, we successfully demonstrated the electrically pumped P-doped 1300 nm InAs/GaAs quantum dot (QD) laser epitaxially grown on {111}-faceted SOI hollow substrates. These III–V QD lasers, which are epitaxially grown on an SOI substrate, generally exhibit strong thermal accumulation due to the oxide layer underneath. By applying a double-side heat dissipation design, the maximum operation temperature of the SOI-based InAs/GaAs QD laser under a continuous-wave (CW) operation mode is ramped up to 35°C from 20°C. Moreover, the thermal profile simulation of three different structures has also been carried out to show the effectiveness of the top heat sink design in order to improve laser performance. An integrated thermal shunt design is proposed to improve heat dissipation without using the external top heat sink. The successful realization of room-temperature SOI-based InAs/GaAs QD lasers pave a viable way for integrating light sources in PICs.
- Published
- 2021
16. Multi-wavelength injection locked semiconductor comb laser
- Author
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Jia-Jian Chen, Wen-Qi Wei, Jia-Le Qin, Bo Yang, Jing-Zhi Huang, Zi-Hao Wang, Ting Wang, Chang-Yuan Yu, and Jian-Jun Zhang
- Subjects
Atomic and Molecular Physics, and Optics ,Electronic, Optical and Magnetic Materials - Abstract
Quantum dot lasers on silicon have gained significant interest over the past decade due to their great potential as an on-chip silicon photonic light source. Here, we demonstrate multi-wavelength injection locking of InAs/GaAs quantum dot Fabry–Perot (FP) lasers both on GaAs and silicon substrates by optical self-injection via an external cavity. The number of locked laser modes can be adjusted from a single peak to multiple peaks by tuning wavelength dependent phase and mode spacing of back-injected light through a Lyot filter. The multi-wavelength injection locked laser modes exhibit average optical linewidth of ∼ 20 kHz , which are narrowed by approximately three orders of magnitude from their free-running condition. Furthermore, multi-wavelength self-injection locking via an external cavity exhibits flat-top optical spectral properties with approximately 30 stably locked channels under stable operation over time, where the frequency detuning is less than 700 MHz within 40 min. Particularly, FP lasers by direct epitaxial growth on silicon substrates are self-injection locked as a flat-top comb source with tunable free spectral range from approximately 25 to 700 GHz. The reported results emphasize the great potential of multi-wavelength injection locked lasers as tunable on-chip multi-wavelength light sources.
- Published
- 2022
17. Predicting bitcoin returns using high-dimensional technical indicators
- Author
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Jun Ni, Jing-Zhi Huang, and William Huang
- Subjects
Statistics and Probability ,Economics and Econometrics ,Cryptocurrency ,Big data ,High dimensional ,lcsh:QA75.5-76.95 ,0502 economics and business ,lcsh:Finance ,lcsh:HG1-9999 ,Econometrics ,Economics ,050207 economics ,Predictability ,Stock (geology) ,050208 finance ,business.industry ,Applied Mathematics ,Decision tree learning ,05 social sciences ,Computer Science Applications ,Technical analysis ,Predictive power ,Business, Management and Accounting (miscellaneous) ,lcsh:Electronic computers. Computer science ,business ,Finance - Abstract
There has been much debate about whether returns on financial assets, such as stock returns or commodity returns, are predictable; however, few studies have investigated cryptocurrency return predictability. In this article we examine whether bitcoin returns are predictable by a large set of bitcoin price-based technical indicators. Specifically, we construct a classification tree-based model for return prediction using 124 technical indicators. We provide evidence that the proposed model has strong out-of-sample predictive power for narrow ranges of daily returns on bitcoin. This finding indicates that using big data and technical analysis can help predict bitcoin returns that are hardly driven by fundamentals. Keywords: Bitcoin return prediction, High-dimensional classification, Decision tree classification, CART, Cryptocurrency, Bitcoin, Technical indicators
- Published
- 2019
18. Leverage effect in cryptocurrency markets
- Author
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Jing-Zhi Huang, Jun Ni, and Li Xu
- Subjects
Economics and Econometrics ,Finance - Published
- 2022
19. Ultra-broadband flat-top quantum dot comb lasers
- Author
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Jing-Zhi Huang, Zi-Tao Ji, Jia-Jian Chen, Wen-Qi Wei, Jia-Le Qin, Zi-Hao Wang, Zhi-Yuan Li, Ting Wang, Xi Xiao, and Jian-Jun Zhang
- Subjects
Atomic and Molecular Physics, and Optics ,Electronic, Optical and Magnetic Materials - Abstract
A quantum dot (QD) mode-locked laser as an active comb generator takes advantage of its small footprint, low power consumption, large optical bandwidth, and high-temperature stability, which is an ideal multi-wavelength source for applications such as datacom, optical interconnects, and LIDAR. In this work, we report a fourth-order colliding pulse mode-locked laser (CPML) based on InAs/GaAs QD gain structure, which can generate ultra-stable optical frequency combs in the O-band with 100 GHz spacing at operation temperature up to 100°C. A record-high flat-top optical comb is achieved with 3 dB optical bandwidth of 11.5 nm (20 comb lines) at 25°C. The average optical linewidth of comb lines is measured as 440 kHz. Single-channel non-return-to-zero modulation rates of 70 Gbit/s and four-level pulse amplitude modulation of 40 GBaud/s are also demonstrated. To further extend the comb bandwidth, an array of QD-CPMLs driven at separate temperatures is proposed to achieve 36 nm optical bandwidth (containing 60 comb lines with 100 GHz mode spacing), capable of a total transmission capacity of 4.8 Tbit/s. The demonstrated results show the feasibility of using the QD-CPML as a desirable broadband comb source to build future large-bandwidth and power-efficient optical interconnects.
- Published
- 2022
20. O-band P-doped InAs/GaAs quantum dot lasers directly grown on SOI substrate
- Author
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Jing-Zhi Huang, Wen-Qi wei, Jia-Jian Chen, Zi-Hao Wang, Ting Wang, and Jian-Jun Zhang
- Abstract
This work demonstrated the first electrically pumped ground-state InAs QD narrow ridge lasers emission at 1310 nm (O-band) epitaxially grown on standard SOI substrate with continuous-wave (CW) current injection at room temperature.
- Published
- 2021
21. Dynamic Calibration for Measurement System of Form Measuring Instruments Based on Elliptical Standard
- Author
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Tao Sun, Jiubin Tan, Jing Zhi Huang, and Teng Hui Guo
- Subjects
Materials science ,Calibration curve ,Calibration (statistics) ,System of measurement ,Astrophysics::Instrumentation and Methods for Astrophysics ,02 engineering and technology ,General Medicine ,Repeatability ,01 natural sciences ,010309 optics ,020303 mechanical engineering & transports ,0203 mechanical engineering ,0103 physical sciences ,Measuring instrument ,Remote sensing - Abstract
A dynamic calibration method based on elliptical standard was put forward to further improve the calibration repeatability of measurement system of form measuring instruments. In this method, the radius difference of the major axis to the minor axis of elliptic contour acts as the standard value to calibrate the measuring system, and a low pass filter is used to filter the roughness, electrical noise and high frequency vibration signal which mixed into measurement data, the elliptic contour feature can be obtained accurately based on the low order harmonic properties. Compared with the traditional calibration method of flick standard, the proposed method ensure the calibration state is well consistent with the normal measuring state of the measuring system. Experimental results indicate that the calibration repeatability with 10nm can be achieved by measuring an elliptical standard. This method has been used in the calibration of measurement system of self-made ultra-precision cylindricity measuring instrument.
- Published
- 2017
22. Self-Calibration of Coupling Error for 3-DOF Displacement Measurement of Planar Working Stage Based on Two Planar Gratings
- Author
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Jiubin Tan, De Hao Du, Yong Meng Liu, Mao Qiang Yuan, Ze Lin Li, and Jing Zhi Huang
- Subjects
Coupling ,Physics ,0209 industrial biotechnology ,business.industry ,020208 electrical & electronic engineering ,02 engineering and technology ,General Medicine ,Displacement (vector) ,020901 industrial engineering & automation ,Optics ,Planar ,0202 electrical engineering, electronic engineering, information engineering ,Calibration ,Stage (hydrology) ,business - Abstract
A self-calibration method of coupling error is presented for 3-DOF displacement measurement of a planar moving stage based on two planar gratings. The self-calibration method using Fourier series is developed to extract the periodic systematic errors from the coupling errors. The extracted periodic systematic errors are compensated. Experiments are conducted to validate the validity of the self-calibration method and experimental results indicate that the coupling errors in x and y directions are reduced by 2 and 1.5 times respectively. It can be therefore concluded that the self-calibration method is suitable for the 3-DOF displacement measurement of a planar moving stage to improve the positioning accuracy.
- Published
- 2017
23. Management of ureteral endometriosis with hydronephrosis: Experience from a tertiary medical center
- Author
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Jin-Bo Li, Jing-Zhi Huang, Shu-Qin Chen, and Hong-Ling Guo
- Subjects
medicine.medical_specialty ,030219 obstetrics & reproductive medicine ,business.industry ,Urinary system ,medicine.medical_treatment ,030232 urology & nephrology ,Urology ,Endometriosis ,Obstetrics and Gynecology ,Ureterolysis ,Anastomosis ,urologic and male genital diseases ,medicine.disease ,Nephrectomy ,Surgery ,03 medical and health sciences ,0302 clinical medicine ,Ureter ,medicine.anatomical_structure ,medicine ,business ,Hydronephrosis ,Upper urinary tract - Abstract
Aim We report the clinical characteristics and experience of the surgical management of ureteral endometriosis in our institution. Methods We retrospectively reviewed the data of patients with hydronephrosis resulting from ureteral endometriosis. Results Forty-six patients with different degrees of hydronephrosis were included in the study; 35% had urinary tract symptoms. Concomitant involvement of the ipsilateral ovary occurred in more than two-thirds of the patients. Four patients had nephrectomy, one of which involved ureterolysis because of hydronephrosis recurrence six months later. Conclusions Hydronephrosis may be caused by uncommon reasons, such as ureteral endometriosis, which can even cause silent loss of renal function. Routine ultrasound scanning of the upper urinary tract for severe stages of endometriosis is very important in order to detect any potential ureteral lesions. Ureterolysis should be considered as the first surgical step, not only to avoid iatrogenic ureteral injuries but also to better evaluate ureter involvement for further procedures. To warrant tension-free and lesion-free anastomosis, it is wise to perform ureteroneocystostomy for long-term sound results.
- Published
- 2017
24. Debt Covenants and Cross-Sectional Equity Returns
- Author
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Yuan Wang, Jean Helwege, and Jing-Zhi Huang
- Subjects
050208 finance ,Index (economics) ,Financial economics ,Strategy and Management ,media_common.quotation_subject ,05 social sciences ,Equity (finance) ,Monetary economics ,Management Science and Operations Research ,Covenant ,Shareholder ,Debt ,0502 economics and business ,Agency (sociology) ,Economics ,Business ,050207 economics ,Risk taking ,Event risk ,media_common - Abstract
This paper investigates the impact of debt covenant protection on the cross section of equity returns with a firm-level covenant index and four subindices. We find that firms with weaker covenant protection (lower covenant index levels) earn significantly higher risk-adjusted equity returns than do those firms with greater covenant protection. These results are stronger for covenant indices that are related to investments, subsequent financing, and event risk. The difference between high and low covenant index stocks is more pronounced when agency problems between shareholders and debtholders are more severe, suggesting that the covenant effect arises from an inability to control shareholder risk taking. This paper was accepted by Wei Jiang, finance.
- Published
- 2017
25. Costly Financing, Optimal Payout Policies and the Valuation of Corporate Debt
- Author
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Viral Acharya, Jing-Zhi Huang, Marti Subrahmanyam, and Rangarajan Sundaram
- Published
- 2019
26. The Global Credit Spread Puzzle
- Author
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Yoshio Nozawa, Zhan Shi, and Jing-Zhi Huang
- Subjects
Corporate bond ,History ,Credit rating ,Yield spread ,Polymers and Plastics ,Economics ,Default risk ,Secondary market ,Monetary economics ,Business and International Management ,Industrial and Manufacturing Engineering ,Market liquidity - Abstract
Using security-level credit spread data in eight developed economies, we document a large cross-country difference in credit spreads conditional on credit ratings and other default risk measures. The standard structural models not only fail to explain this cross-country variation in spreads but also have difficulty predicting credit spreads accurately. We implement an extended structural model that incorporates endogenous liquidity in the secondary market and find that this model largely explains credit spreads in the cross section and over time, as well as significantly reduces pricing errors. Therefore, default risk itself is an unlikely explanation for international corporate bond spreads.
- Published
- 2019
27. Rainy Day Liquidity
- Author
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Mehmet Sağlam, Xin Li, Jing-Zhi Huang, and Tong Yu
- Subjects
Corporate bond ,Life insurance ,Bond ,Funding liquidity ,Financial crisis ,Business ,Monetary economics ,Investment (macroeconomics) ,Market liquidity - Abstract
Insurance firms are a key player in the corporate bond market. In this study, we consider the role of life insurers as "rainy day" liquidity providers who improve liquidity in stressful conditions due to the nature of long-term buy-and-hold investments. To this end, we present evidence that insurers' corporate bond purchases improve bond liquidity during the financial crisis and among downgraded bonds facing selling pressure. Life insurers are net purchasers of downgraded bonds within investment grades. Downgraded bonds with greater purchases from life insurers are significantly better priced.
- Published
- 2019
28. Sequential Learning of Cryptocurrency Volatility Dynamics: Evidence Based on a Stochastic Volatility Model with Jumps in Returns and Volatility
- Author
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Zhijian James Huang, Jing-Zhi Huang, and Li Xu
- Subjects
Economics and Econometrics ,Cryptocurrency ,050208 finance ,Stochastic volatility ,Strategy and Management ,05 social sciences ,Leverage effect ,Bayesian probability ,0502 economics and business ,Econometrics ,Sequence learning ,050207 economics ,Volatility (finance) ,Particle filter ,Finance ,Mathematics - Abstract
This paper studies the dynamics of cryptocurrency volatility using a stochastic volatility model with simultaneous and correlated jumps in returns and volatility. We estimate the model using an efficient sequential learning algorithm that allows for learning about multiple unknown model parameters simultaneously, with daily data on four popular cryptocurrencies. We find that these cryptocurrencies have quite different volatility dynamics. In particular, they exhibit different return-volatility relationships: While Ethereum and Litecoin show a negative relationship, Chainlink displays a positive one and interestingly, Bitcoin’s one changes from negative to positive in June 2016. We also provide evidence that the sequential learning algorithm helps better detect large jumps in the cryptocurrency market in real time. Overall, incorporating volatility jumps helps better capture the dynamic behavior of highly volatile cryptocurrencies.
- Published
- 2021
29. Why do firms issue guaranteed bonds?
- Author
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Fang Chen, Zhenzhen Sun, Tong Yu, and Jing-Zhi Huang
- Subjects
040101 forestry ,Economics and Econometrics ,050208 finance ,media_common.quotation_subject ,Bond ,05 social sciences ,04 agricultural and veterinary sciences ,Monetary economics ,Debt overhang ,Credit rating ,Incentive ,Bond valuation ,Issuer ,Debt ,0502 economics and business ,0401 agriculture, forestry, and fisheries ,Business ,External financing ,Finance ,media_common - Abstract
Corporations often use affiliated firms as guarantors when issuing guaranteed bonds, thus combining external financing with internal credit enhancements. In this study, we empirically examine the potential determinants of corporate guaranteed debt issuance. We find evidence that issuers with fewer tangible assets, lower credit ratings, more pronounced debt overhang and/or greater managerial agency problems are more likely to issue guaranteed bonds. Moreover, we find that while firms generally issue guaranteed bonds with different motives, alternative incentives for guaranteed bond uses are largely captured by bond prices at issuance.
- Published
- 2020
30. Double-jump diffusion model for VIX: evidence from VVIX
- Author
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Jing-Zhi Huang, Xin Zang, Jun Ni, and Lan Wu
- Subjects
050208 finance ,Logarithm ,Stochastic volatility ,05 social sciences ,Jump diffusion ,Markov chain Monte Carlo ,Nested set model ,symbols.namesake ,0502 economics and business ,Jump ,symbols ,Econometrics ,050207 economics ,Volatility (finance) ,General Economics, Econometrics and Finance ,Finance ,Mathematics ,Parametric statistics - Abstract
This paper studies the continuous-time dynamics of VIX with stochastic volatility and jumps in VIX and volatility. Built on the general parametric affine model with stochastic volatility and jumps in the logarithm of VIX, we derive a linear relationship between the stochastic volatility factor and the VVIX index. We detect the existence of a co-jump of VIX and VVIX and put forward a double-jump stochastic volatility model for VIX through its joint property with VVIX. Using the VVIX index as a proxy for stochastic volatility, we use the MCMC method to estimate the dynamics of VIX. Comparing nested models of VIX, we show that the jump in VIX and the volatility factor are statistically significant. The jump intensity is also stochastic. We analyse the impact of the jump factor on VIX dynamics.
- Published
- 2016
31. Applying Game Theory to Competitive Production-Inventory Models with Vendor's Imperfect Production Processes and the Condition of Buyer's Exemption from Inspection
- Author
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Liang-Yuh Ouyang, Adam Kao, Chih-Te Yang, and Jing Zhi Huang
- Subjects
Mathematical optimization ,Total cost ,Vendor ,Computer science ,media_common.quotation_subject ,General Engineering ,Product (business) ,symbols.namesake ,Order (business) ,Nash equilibrium ,symbols ,Quality (business) ,Game theory ,media_common - Abstract
This study establishes the competitive production-inventory models with vendor’s imperfect production processes by using game theory. The imperfect production processes can be improved by capital investment which is shared out between the vendor and the buyer jointly. In addition, the inspection process is assumed to be imperfect and Type I and Type II inspection errors occur during product quality inspection. We first develop the total cost per unit time of the buyer and vendor, respectively and then seek the optimal buyer’s order quantity, vendor’s shipping times and defective rate of the product where the system achieves a Nash equilibrium. The necessary and sufficient conditions of the existence and uniqueness of the optimal solutions for the buyer and the vendor respectively are shown. Furthermore, we develop a algorithm to find the optimal solutions. Finally, an numerical example are presented to demonstrate the solution procedure.
- Published
- 2015
32. Testing Moving Average Trading Strategies on ETFs
- Author
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Jing-Zhi Huang and Zhijian Huang
- Subjects
Economics and Econometrics ,Computer science ,Sharpe ratio ,Lag ,Crossover ,Moving average ,Technical analysis ,Benchmark (computing) ,Economics ,Econometrics ,Capital asset pricing model ,Portfolio ,Trading strategy ,Profitability index ,Finance - Abstract
This paper tests the technical trading rule of moving average (MA) in a long-only portfolio using exchange traded funds (ETFs). We also propose a quasi-intraday version of the MA strategy (QUIMA) that allows investors to trade immediately upon observing MA crossover signals. We find that 1) this QUIMA strategy outperforms the traditional version of the MA strategy that only trades at the close of a trading day, when the long-term MA lag length is not too long, 2) the documented profitability of MA strategy on indices is greatly reduced on ETFs, mainly due to more frequent and larger opening gaps on ETF prices than those on indices, and 3) relative to the buy-and-hold strategy, MA strategies have lower return, but better risk-adjusted performance measures such as the CAPM alpha. In addition, we find that among various long-term MA lengths, the 10-day MA turns out to be overly exploited by investors as its performance is significantly lower than those of surrounding MA lengths. Overall, our findings indicate that profitability of the MA trading rule reduces on tradable ETFs than on non-tradable indices.
- Published
- 2018
33. Liquidity Risk and Corporate Risk-Taking
- Author
-
Jing-Zhi Huang, Yuan Wang, Rui Zhong, and Huayi Tang
- Subjects
Liquidity shock ,Rollover (finance) ,Equity (finance) ,Economics ,Bond market ,Positive relationship ,Monetary economics ,Construct (philosophy) ,Liquidity risk ,Risk taking - Abstract
We construct a theoretical framework to investigate the impact of liquidity risk, in the secondary corporate debt market, on corporate risk-taking preferences. Using closed-form solutions, our model shows that equity holders choose to adopt high-risk projects upon the arrival of illiquidity shocks. This effect is more pronounced for firms with weaker fundamentals. Empirically, we confirm the positive relationship between liquidity risk and corporate risk-taking. We also document that the impact of liquidity risk on corporate risk-taking preferences is more pronounced for smaller firms and firms with lower profits and higher rollover risk. In addition, we use the introduction of the Trade Reporting and Compliance Engine (TRACE) as a natural exogenous liquidity shock and find a decrease of firms’ risk-taking preferences after the TRACE is implemented. Our findings shed light on the managerial behavior literature, which shows that the frictions of the secondary bond market have a real impact on firms’ risk-taking behaviors.
- Published
- 2018
34. Breadth of Ownership and the Cross-Section of Corporate Bond Returns
- Author
-
Nan Qin, Ying Wang, and Jing-Zhi Huang
- Subjects
History ,Polymers and Plastics ,Bond ,media_common.quotation_subject ,Monetary economics ,Industrial and Manufacturing Engineering ,Corporate bond ,Debt ,Economics ,Asset (economics) ,Business and International Management ,Predictability ,Proxy (statistics) ,media_common ,Credit risk - Abstract
We investigate the effects of short sale constraints on asset mispricing in the corporate bond market. Consistent with Miller (1977)’s theory that short sale constraints can lead to asset overpricing, we document a significant positive relation between changes in ownership breadth (a proxy for short sale constraints) and the cross-section of future corporate bond returns. The return predicative power of changes in breadth is shown to be relatively short-lived in the corporate bond market, possibly due to the bounded upside payoffs of debt. Further analysis shows that the return predictability of changes in breadth is stronger among bonds with higher credit risk and during periods of high investor sentiment, and is mainly driven by bond overpricing rather than underpricing. Overall, the impact of short sale constraints on bond mispricing appears to be more pronounced when overpricing is more likely.
- Published
- 2018
35. Low-Price Effect: Evidence from the Chinese IPO Market
- Author
-
Zhijian Huang, Xiaoyun Yu, and Jing-Zhi Huang
- Subjects
Business ,Secondary market ,Monetary economics ,Initial public offering - Abstract
We document a strong low-price effect for Chinese initial public offerings (IPOs). Namely, IPOs with low offer prices have higher initial returns, followed by even stronger after-market performance. This low-price effect cannot be fully explained by risks and IPO undervaluation. A long-only secondary market trading strategy investing in low-price IPOs can beat the buy-and-hold market benchmark using several performance measures and under a wide range of parameter settings. Our findings suggest investor preference for low-priced stocks can be quite profitable in the Chinese IPO market as low-priced IPOs outperform initially and in after-market trading.
- Published
- 2018
36. The information content of Basel III liquidity risk measures
- Author
-
Jing-Zhi Huang, Deming Wu, and Han Hong
- Subjects
media_common.quotation_subject ,Liability ,Net stable funding ratio ,Monetary economics ,Liquidity risk ,Basel III ,Market liquidity ,Cash ,Business ,Bank failure ,Empirical evidence ,General Economics, Econometrics and Finance ,Finance ,media_common - Abstract
We present a comprehensive analysis to calculate the Basel III liquidity coverage ratio (LCR) and the net stable funding ratio (NSFR) of U.S. commercial banks using Call Report data over the period 2001–2011, and provide indirect empirical evidence on net cash outflow rates of certain liability categories. In addition, we examine potential links between Basel III liquidity risk measures and bank failures using a model that differentiates between idiosyncratic and systemic liquidity risks. We find that while both the NSFR and the LCR have limited effects on bank failures, the systemic liquidity risk is a major contributor to bank failures in 2009 and 2010. This finding suggests that an effective framework of liquidity risk management needs to target liquidity risk at both the individual level and the system level.
- Published
- 2014
37. Liquidity effects in corporate bond spreads
- Author
-
Jean Helwege, Jing-Zhi Huang, and Yuan Wang
- Subjects
Economics and Econometrics ,Yield (finance) ,Bond ,Liquidity crisis ,Financial system ,Sample (statistics) ,Monetary economics ,Liquidity risk ,Liquidity premium ,Market liquidity ,Corporate bond ,Economics ,Accounting liquidity ,Explanatory power ,Finance ,Credit risk - Abstract
Corporate bond spreads are affected by both credit risk and liquidity and it is difficult to disentangle the two factors empirically. In this paper we separate out the credit risk component by examining bonds that are issued by the same firm and that trade on the same day. Our sample of bond pairs provides two yield spreads which, if they differ, vary only because of differences in liquidity. We then investigate the determinants of the differences in yield spreads. We find that standard liquidity measures do a poor job of explaining spreads, and that incorporating the information from other bonds issued by the firm and from bonds of other firms can significantly improve the explanatory power of those liquidity measures. Still, a significant portion of the spread is left unexplained and it is largely driven by a common unknown factor. We conclude that good proxies for the liquidity component of corporate bond spreads remain elusive.
- Published
- 2014
38. Timing Ability of Government Bond Fund Managers: Evidence from Portfolio Holdings
- Author
-
Ying Wang and Jing-Zhi Huang
- Subjects
Finance ,Public information ,Manager of managers fund ,business.industry ,Strategy and Management ,Monetary economics ,Management Science and Operations Research ,Market timing ,Bond market index ,Treasury ,Economics ,Government bond ,Income fund ,Portfolio ,Bond market ,Business - Abstract
This study examines the ability of government bond fund managers to time the bond market, based on their monthly or quarterly holdings of Treasury securities during the 1997–2006 period. We find that, on average, government bond funds exhibit significantly positive timing ability at the one-month horizon under an unconditional holdings-based timing measure. However, our results indicate that managers' actions based on public information can explain the documented positive timing ability—namely, the average government bond fund has neutral or even slightly negative conditional market timing ability once public information is controlled for. Nonetheless, we find evidence that fund managers specializing in Treasury securities can better interpret public information than general government bond fund managers do. This paper was accepted by Wei Xiong, finance.
- Published
- 2014
39. Management of ureteral endometriosis with hydronephrosis: Experience from a tertiary medical center
- Author
-
Jing-Zhi, Huang, Hong-Ling, Guo, Jin-Bo, Li, and Shu-Qin, Chen
- Subjects
Adult ,Endometriosis ,Humans ,Ureteral Diseases ,Urologic Surgical Procedures ,Female ,Hydronephrosis ,Middle Aged ,Nephrectomy ,Retrospective Studies - Abstract
We report the clinical characteristics and experience of the surgical management of ureteral endometriosis in our institution.We retrospectively reviewed the data of patients with hydronephrosis resulting from ureteral endometriosis.Forty-six patients with different degrees of hydronephrosis were included in the study; 35% had urinary tract symptoms. Concomitant involvement of the ipsilateral ovary occurred in more than two-thirds of the patients. Four patients had nephrectomy, one of which involved ureterolysis because of hydronephrosis recurrence six months later.Hydronephrosis may be caused by uncommon reasons, such as ureteral endometriosis, which can even cause silent loss of renal function. Routine ultrasound scanning of the upper urinary tract for severe stages of endometriosis is very important in order to detect any potential ureteral lesions. Ureterolysis should be considered as the first surgical step, not only to avoid iatrogenic ureteral injuries but also to better evaluate ureter involvement for further procedures. To warrant tension-free and lesion-free anastomosis, it is wise to perform ureteroneocystostomy for long-term sound results.
- Published
- 2016
40. Specification Analysis of Option Pricing Models Based on Time-Changed Lévy Processes.
- Author
-
JING-ZHI HUANG and LIUREN WU
- Subjects
OPTIONS (Finance) ,LEVY processes ,PRICING ,DERIVATIVE securities ,MARKET volatility ,STANDARD & Poor's 500 Index ,CAPITAL assets pricing model ,INVESTMENT analysis ,RATE of return ,STOCK options - Abstract
We analyze the specifications of option pricing models based on time-changed Lévy processes. We classify option pricing models based on the structure of the jump component in the underlying return process, the source of stochastic volatility, and the specification of the volatility process itself. Our estimation of a variety of model specifications indicates that to better capture the behavior of the S&P 500 index options, we need to incorporate a high frequency jump component in the return process and generate stochastic volatilities from two different sources, the jump component and the diffusion component. [ABSTRACT FROM AUTHOR]
- Published
- 2004
- Full Text
- View/download PDF
41. Structural Models of Corporate Bond Pricing: An Empirical Analysis.
- Author
-
Young Ho Eom, Helwege, Jean, and Jing-Zhi Huang
- Subjects
BOND prices ,CAPITAL structure ,BOND market ,SPREAD (Finance) ,CREDIT risk ,MARKET volatility - Abstract
This article empirically tests live structural models of corporate bond pricing: those of Merton (1974), Geske (1977), Longstaff and Schwartz (1995), Leland and Toft (1996), and Collin-Dufresne and Goldstein (2001). We implement the models using a sample of 182 bond prices from firms with simple capital structures during the period 1986-1997. The conventional wisdom is that structural models do not generate spreads as high as those seen in the bond market, and true to expectations, we find that the predicted spreads in our implementation of the Merton model are too low. However, most of the other structural models predict spreads that are too high on average. Nevertheless, accuracy is a problem, as the newer models tend to severely overstate the credit risk of firms with high leverage or volatility and yet suffer from a spread underprediction problem with safer bonds. The Leland and Toft model is an exception in that it overpredicts spreads on most bonds, particularly those with high coupons. More accurate structural models must avoid features that increase the credit risk on the riskier bonds while scarcely affecting the spreads of the safest bonds. [ABSTRACT FROM AUTHOR]
- Published
- 2004
- Full Text
- View/download PDF
42. Hedge Funds and the Financial Crisis
- Author
-
Jing-Zhi Huang and Ying Wang
- Subjects
business.industry ,Institutional investor ,Financial crisis ,Systemic risk ,Financial system ,Business ,Global assets under management ,Alternative beta ,Capital market ,Hedge fund - Published
- 2013
43. How Much of the Corporate-Treasury Yield Spread Is Due to Credit Risk?
- Author
-
Ming Huang and Jing-Zhi Huang
- Subjects
Economics and Econometrics ,Yield spread ,Equity risk ,Bond ,Yield (finance) ,Economics ,Econometrics ,Fraction (mathematics) ,Finance ,Treasury ,Credit risk - Abstract
We show that credit risk accounts for only a small fraction of yield spreads for investment-grade bonds of all maturities, with the fraction lower for bonds of shorter maturities, and that it accounts for a much higher fraction of yield spreads for high-yield bonds. This conclusion is shown to be robust across a wide class of structural models. We obtain such results by calibrating each of the models to be consistent with data on the historical default loss experience and equity risk premia, and demonstrating that different models predict similar credit risk premia under empirically reasonable parameter choices.
- Published
- 2012
44. Hedging Interest Rate Risk Using a Structural Model of Credit Risk
- Author
-
Jing-Zhi Huang and Zhan Shi
- Subjects
Interest rate risk ,Actuarial science ,Corporate debt ,media_common.quotation_subject ,Bond ,Econometrics ,Hedge ratio ,Business ,Hedge (finance) ,Affine term structure model ,Interest rate ,media_common ,Credit risk - Abstract
Recent evidence has shown that structural models fail to capture interest rate sensitivities of corporate debt. We consider a structural model that incorporates a three-factor dynamic term structure model (DTSM) into the Merton (1974) model. We show that the proposed model largely captures the interest rate exposure of corporate bonds. We also find that for investment-grade bonds, hedging effectiveness substantially improves under the proposed model. Our results indicate that to better capture and hedge the interest rate exposure of corporate bonds, we need to incorporate a more realistic DTSM in the existing structural models.
- Published
- 2016
45. The Slope of Credit Spread Curves
- Author
-
Jing-Zhi Huang and Xiongfei Zhang
- Subjects
Corporate bond ,Credit default swap index ,Economics and Econometrics ,Yield spread ,Financial economics ,Bond ,Economics ,Econometrics ,Coupon ,Finance - Abstract
One way to test a corporate bond pricing model is to examine its predictions for the shape of credit yield spread curves. However, existing empirical studies along this line are known to be problematic because of not controlling properly for the credit quality of bonds (an exception is Helwege and Turner [1999] who study the slope of credit spread curves for high yield coupon bonds). In this article we examine credit spread curves for both zero-coupon and coupon bonds and for both investment grade and high yield bonds. We find that the term structure of credit spreads is usually upward sloping, regardless of credit quality or coupon.
- Published
- 2008
46. Determinants of S&P 500 index option returns
- Author
-
Charles Cao and Jing-Zhi Huang
- Subjects
Index (economics) ,Actuarial science ,Valuation of options ,Economics, Econometrics and Finance (miscellaneous) ,Volatility smile ,Economics ,Econometrics ,Asian option ,Asset (economics) ,Implied volatility ,Moneyness ,Finance - Abstract
We analyze common factors that affect returns on S&P 500 index options and find that 93% of the variation in option returns can be explained by three factors, which respectively account for 87%, 4%, and 2% of the variation in option returns. Furthermore, we test diffusion option pricing models by using mean–variance spanning properties implied in the models. The spanning tests reject one-factor diffusion models, as well as the hypothesis that the underlying asset and an equally weighted option index span options. Our results fail to reject that the underlying asset and an at-the-money option can span out-of-the-money options, but does reject that they span in-the-money options.
- Published
- 2007
47. Double-jump stochastic volatility model for VIX: evidence from VVIX
- Author
-
Jing-Zhi Huang, Jun Ni, Xin Zang, and Lan Wu
- Subjects
Stochastic volatility ,Jump diffusion ,Computational Finance (q-fin.CP) ,Markov chain Monte Carlo ,Implied volatility ,SABR volatility model ,FOS: Economics and business ,symbols.namesake ,Quantitative Finance - Computational Finance ,Forward volatility ,Econometrics ,Economics ,Jump ,symbols ,Volatility (finance) - Abstract
This paper studies the continuous-time dynamics of VIX with stochastic volatility and jumps in VIX and volatility. Built on the general parametric affine model with stochastic volatility and jumps in the logarithm of VIX, we derive a linear relationship between the stochastic volatility factor and the VVIX index. We detect the existence of a co-jump of VIX and VVIX and put forward a double-jump stochastic volatility model for VIX through its joint property with VVIX. Using the VVIX index as a proxy for stochastic volatility, we use the MCMC method to estimate the dynamics of VIX. Comparing nested models of VIX, we show that the jump in VIX and the volatility factor are statistically significant. The jump intensity is also stochastic. We analyze the impact of the jump factor on VIX dynamics.
- Published
- 2015
48. Explaining Credit Spread Changes
- Author
-
Weipeng Kong and Jing-Zhi Huang
- Subjects
Credit default swap index ,Corporate bond ,Economics and Econometrics ,Credit rating ,iTraxx ,Financial economics ,Econometrics ,Economics ,Credit crunch ,Credit valuation adjustment ,Bond market index ,Finance ,Credit risk - Abstract
Credit risk is also the subject of this article by Huang and Kong. There are numerous credit risk models in which the relevant stochastic variables for pricing a risky bond are obtained from the term structure of interest rates, and perhaps from firm-level capital structure data. In this article, the authors look at option-adjusted spreads on corporate bond indexes for different credit ratings classes. They find that term structure variables alone are limited in their ability to explain yield spreads, but adding macroeconomic variables, like an index of leading economic indicators, and equity market variables, including the return on the Russell 2000 index and the Fama-French “high minus low” factor, can contribute significant explanatory power, especially for lower rated bonds.
- Published
- 2003
49. [Untitled]
- Author
-
Jing-Zhi Huang and Ren Raw Chen
- Subjects
Stochastic game ,Forward measure ,General Business, Management and Accounting ,Corporate finance ,Microeconomics ,Forward contract ,Accounting ,Replicating portfolio ,Forward price ,Econometrics ,Economics ,LIBOR market model ,Cash flow ,Finance - Abstract
The forward measure is convenient in calculating various contingent claim prices under stochastic interest rates. We demonstrate that caution needs to be drawn when the forward measure is used to price contingent claims that involve multiple cash flows. We also derive partial different equations for the forward price to demonstrate how forward contracts can be used for dynamic hedging and how hedges can be conducted if the payoff of a contingent claim depends on the forward price.
- Published
- 2002
50. Model Selection for High-Dimensional Problems
- Author
-
Zhan Shi, Jing-Zhi Huang, and Wei Zhong
- Subjects
Sample size determination ,Computer science ,Model selection ,Econometrics ,Linear model ,Feature selection ,Context (language use) ,Financial econometrics ,Least squares ,Independence (probability theory) - Abstract
High-dimensional data analysis is becoming more and more important to both academics and practitioners in finance and economics but is also very challenging because the number of variables or parameters in connection with such data can be larger than the sample size. Recently, several variable selection approaches J.-Z. Huang • Z. Shi Smeal College of Business, Penn State University, University Park, PA, USA e-mail: jxh56@psu.edu; zus116@psu.edu W. Zhong (*) Wang Yanan Institute for Studies in Economics and Department of Statistics, School of Economics, Xiamen University, Xiamen, China e-mail: wzhong@xmu.edu.cn C.-F. Lee, J. Lee (eds.), Handbook of Financial Econometrics and Statistics, DOI 10.1007/978-1-4614-7750-1_77, # Springer Science+Business Media New York 2015 2093 have been developed and used to help us select significant variables and construct a parsimonious model simultaneously. In this chapter, we first provide an overview of model selection approaches in the context of penalized least squares. We then review independence screening, a recently developed method for analyzing ultrahigh-dimensional data where the number of variables or parameters can be exponentially larger than the sample size. Finally, we discuss and advocate multistage procedures that combine independence screening and variable selection and that may be especially suitable for analyzing high-frequency financial data. Penalized least squares seek to keep important predictors in a model while penalizing coefficients associated with irrelevant predictors. As such, under certain conditions, penalized least squares can lead to a sparse solution for linear models and achieve asymptotic consistency in separating relevant variables from irrelevant ones. Independence screening selects relevant variables based on certain measures of marginal correlations between candidate variables and the response.
- Published
- 2014
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