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Convertible bond pricing models and their applications

Research Project

Project/Area Number 07630021
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Economic statistics
Research InstitutionHitotsubashi University

Principal Investigator

KARIYA Takeaki  Hitotsubashi University, Institute of Economic Research, Professor, 経済研究所, 教授 (70092624)

Co-Investigator(Kenkyū-buntansha) TSUDA Hiroshi  NLI Research Institute, Chief Researcher, 金融研究部, 主任研究員
Project Period (FY) 1995 – 1996
Project Status Completed (Fiscal Year 1996)
Budget Amount *help
¥1,200,000 (Direct Cost: ¥1,200,000)
Fiscal Year 1996: ¥500,000 (Direct Cost: ¥500,000)
Fiscal Year 1995: ¥700,000 (Direct Cost: ¥700,000)
KeywordsConvertible bond / Time Dependent Markov Model / Cross-Sectional Market Model / Black-Scholes formula / Warrant / 一般化最小2乗法 / 銘柄属性 / イールドカ-プ / イールドカーブ / TDMモデル / CSMモデル / ワラント債 / ブラック=ショールズ公式 / オプション価格
Research Abstract

As convertible bond (CB) pricing models, we formulated CB-CSM (cross-sectional market) model and CB-TDM (time dependen Markov) model and verified the empirical validity of these models. These models are naturally stochastic models for market prices. As is well known, a CB carries the attributes of bond and the attributes of potential stock and hence the variations of the price are of complexity associated with these attributes. The former attributes include maturity, coupon rate, default risk, etc.and hence these should be introduced into the models consistently. While, a CB gives the option to convert the bond into stock and hence the price fluctuates with the variations of the potential value of the option. In the CSM model, we value the CB as an exchange option between the value as bond which cannot be directly separated and the value of the convertibility, and assume geometric Brownian motion for the stock price evaluation. In this model, the ex ante attributes of the bond part are incorporated into the model. In the TDM model, in addition, a Markov time series structure is introduced into the CSM model to take into account ex post attributes.
In empirical analysis, we use at-the-end-of-month data for the period 1989.4-1996.3. First we estimate the CSM model and the residuals of each month are use to estimate the TDM model. In the evaluation of the value of the convertibility, we take into account the correlations of stock prices and apply a Monte Carlo simulation to the evaluation. The performance of the TDM model is quite good compare to the models proposed so far. In fact, in almost all months, the standard errors are less than 2 yen though the number of unknown parameter is 6 with sample sizes 40-150. This will be the evidence of the validity of the model.

Report

(3 results)
  • 1996 Annual Research Report   Final Research Report Summary
  • 1995 Annual Research Report
  • Research Products

    (5 results)

All Other

All Publications (5 results)

  • [Publications] 刈屋武昭: "債券計量分析の基礎と応用" 東洋経済新報社, 185 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Takeaki KARIYA and Hiroshi TSUDA: ""CB-TDM model for pricing convertible bonds"" reported at the Japanese Association of Financial Econometrics and Engineering. (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Takeaki KARIYA: "CB-CSM and CB-TDM models" in the book Bond Econometric Analysis (Saiken Keiryo Bunnseki no Kiso to Oyo). Toyo Keizai Shimposha, (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 刈屋武昭: "債券計量分析の基礎と応用" 東洋経済新報社, 185 (1995)

    • Related Report
      1996 Annual Research Report
  • [Publications] 刈屋 武昭: "債券計量分析の基礎の応用" 東洋経済新報社, 160 (1995)

    • Related Report
      1995 Annual Research Report

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Published: 1995-04-01   Modified: 2016-04-21  

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