Pricing Convertible Bonds Based On Black-Shcoles Formula

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Advances in Social Science, Education and Humanities Research, volume 2044th International Conference on Economics, Social Science, Arts, Education and Management Engineering (ESSAEME 2018)Pricing Convertible Bonds Based on Black-Shcoles FormulaXin Du1, a, *, Lian Chen1, b1School of Economics and Management, Nanjing University of Science and Technology, Xuanwu District,Nanjing, Chinaadx 1992@foxmail.com, bllant116@yahoo.com*Corresponding authorKeywords: Convertible Bonds, Black-Scholes Formula, Risk NeutralAbstract: The article first introduces that convertible bonds is also a kind of financial derivativeswhich can be priced through using the Black-Shcoles formula, and derives PDE satisfied byconvertible bond prices, then calculates the pricing formula of convertible bonds, finally, uses theformula to calculate the theoretical price of a convertible bond in the market and compare the pricewith the market price. The average error rate between them is 6.61%, it shows that the pricingformula can accurately price convertible bonds. In the conclusion, it is taken into consideration thatintroducing stochastic interest rate model into the pricing equation in the future.1. IntroductionConvertible bonds is a type of bond that can be converted into the stock of the company thatissues the bond, when pre-agreed conditions are satisfied, and it usually has a lower coupon rate. Inessence, convertible bonds are based on the common corporate bonds, and with stock option whichallow purchasers to convert their purchased bonds into shares of companies that issues theconvertible bonds.Therefore, convertible bonds can be seen as a kind of financial derivative, and its target asset isthe company stock that it can convert into. As financial derivative, it is very important to accuratelyprice convertible bonds.Because convertible bonds contain stock options, the pricing of convertible bonds can refer tothe pricing of options. Among the pricing methods of options, the most famous is the Black-Scholesequation proposed by Black and Scholes (1973)[1]. This equation is a milestone in the pricing offinancial derivatives, because its pricing method can be used not only for option pricing but also forthe pricing of other financial derivatives, including the pricing of convertible bonds. Next, thearticle will use the method to price convertible bonds.2. Equation DerivationFirst, assume that the price 𝑓𝑓 of the convertible bond is a function of the stock 𝑆𝑆 and time 𝑑𝑑,so that 𝑓𝑓 𝑓𝑓(𝑆𝑆, 𝑑𝑑). The stock price 𝑆𝑆 satisfies the following stochastic process:𝑑𝑑𝑑𝑑𝑆𝑆𝑑𝑑𝑑𝑑 πœ‡πœ‡πœ‡πœ‡πœ‡πœ‡ 𝜎𝜎𝜎𝜎𝜎𝜎(1)Among them,is the stock return rate, πœ‡πœ‡ is the drift rate of return rate, 𝜎𝜎 2 is the variance of𝑆𝑆the return rate, 𝑧𝑧 is the Wiener process with a drift rate of 0 and a variance ratio of 1.According to Itō's lemma 𝑑𝑑𝑑𝑑 πœ‡πœ‡πœ‡πœ‡ 1 2 𝑓𝑓2 𝑆𝑆 2𝜎𝜎 2 𝑆𝑆 2 𝑑𝑑𝑑𝑑 𝜎𝜎𝜎𝜎𝜎𝜎𝜎𝜎(2)It can be seen that 𝑑𝑑𝑑𝑑 contains the risk term𝜎𝜎𝜎𝜎𝜎𝜎𝜎𝜎. In order to eliminate the risk term, a combination 𝑀𝑀 of convertible bonds and stocks can be constructed.Copyright 2018, the Authors. Published by Atlantis Press.This is an open access article under the CC BY-NC license 47

Advances in Social Science, Education and Humanities Research, volume 204Let𝑀𝑀 𝑓𝑓 and then get 𝑀𝑀 At this time, the asset portfolio is risk-free within the time 𝑑𝑑, so So 1 2 𝑓𝑓2 𝑆𝑆 2𝑆𝑆(3)𝜎𝜎 2 𝑆𝑆 2 𝑑𝑑(4) 𝑀𝑀 π‘Ÿπ‘Ÿπ‘Ÿπ‘Ÿ 𝑑𝑑(5)1 2 𝑓𝑓2 𝑆𝑆 2So𝜎𝜎 2 𝑆𝑆 2 𝑑𝑑 π‘Ÿπ‘Ÿ( 𝑓𝑓 1 2 𝑓𝑓 𝑆𝑆) 𝑑𝑑(6)𝜎𝜎 2 𝑆𝑆 2 π‘Ÿπ‘Ÿπ‘Ÿπ‘Ÿ(7)𝑓𝑓 max(π‘žπ‘žπ‘†π‘†π‘‡π‘‡ , 𝐹𝐹), when 𝑑𝑑 𝑇𝑇(8) π‘Ÿπ‘Ÿπ‘Ÿπ‘Ÿ 2 𝑆𝑆 2(7) is the PDE satisfied by the price 𝑓𝑓 of the convertible bond.The options contained in the convertible bond are American call options, according toHongzhong Liu(2003)[3], American call option will not be executed before the maturity date. So theholder of the convertible bond will not be executed ahead of time. The boundary condition of theconvertible bond isAmong them, 𝑇𝑇 is the expiration time, π‘žπ‘ž is the conversion ratio, and 𝐹𝐹 is the face value of thebond, usually taken as 100.3. Equation SolvingWith an appropriate transformation, the explicit solution of the equation can be found, which isthe expression of the convertible bond price.We can see that the above PDE does not contain any variables that are affected by investor riskpreference, so we can assume that all investors are risk neutral. This means that the required returnon investment by investors is the risk-free interest rate π‘Ÿπ‘Ÿ.Therefore, for the price of the initial convertible bond v, the following formula is right:v 𝑒𝑒 π‘Ÿπ‘Ÿπ‘Ÿπ‘Ÿ E[max(π‘žπ‘žπ‘žπ‘žπ‘‡π‘‡ , 𝐹𝐹)]Through appropriate deformation, we can get:Let 𝐺𝐺 𝑙𝑙𝑙𝑙𝑙𝑙Substituting (11) into (2), getv 𝑒𝑒 π‘Ÿπ‘Ÿπ‘Ÿπ‘Ÿ 𝐹𝐹 π‘žπ‘žπ‘’π‘’ π‘Ÿπ‘Ÿπ‘Ÿπ‘Ÿ E[max(𝑆𝑆𝑇𝑇 𝐹𝐹/π‘žπ‘ž, 0)] 1𝑆𝑆, 2 𝐺𝐺 𝑆𝑆 2 So𝑑𝑑𝑑𝑑 πœ‡πœ‡ So𝑑𝑑𝑑𝑑𝑑𝑑𝑑𝑑 πœ‡πœ‡ 12𝜎𝜎 22(10) 0(11) 𝑑𝑑𝑑𝑑 𝜎𝜎𝜎𝜎𝜎𝜎(12) 𝑑𝑑𝑑𝑑 𝜎𝜎𝜎𝜎𝜎𝜎(13)𝑆𝑆 2𝜎𝜎 2 (9), 148

Advances in Social Science, Education and Humanities Research, volume 204According to risk neutral, take πœ‡πœ‡ π‘Ÿπ‘ŸIntegrate (15)𝑙𝑙𝑙𝑙𝑆𝑆𝑇𝑇 𝑙𝑙𝑙𝑙𝑆𝑆0 𝑁𝑁( πœ‡πœ‡ 𝑙𝑙𝑙𝑙𝑆𝑆𝑇𝑇 𝑁𝑁(𝑙𝑙𝑙𝑙𝑆𝑆0 π‘Ÿπ‘Ÿ 𝜎𝜎 22𝜎𝜎 22 𝑇𝑇, 𝜎𝜎 2 𝑇𝑇)(14) 𝑇𝑇, 𝜎𝜎 2 𝑇𝑇)(15)𝐹𝐹𝐹𝐹𝑒𝑒 π‘Ÿπ‘Ÿπ‘Ÿπ‘Ÿ E max 𝑆𝑆𝑇𝑇 , 0 𝑆𝑆0 πœ‘πœ‘(𝑑𝑑1 ) 𝑒𝑒 π‘Ÿπ‘Ÿπ‘Ÿπ‘Ÿ πœ‘πœ‘(𝑑𝑑2 )π‘žπ‘žπ‘žπ‘žv 𝑒𝑒 π‘Ÿπ‘Ÿπ‘Ÿπ‘Ÿ 𝐹𝐹 π‘žπ‘žπ‘†π‘†0 πœ‘πœ‘(𝑑𝑑1 ) 𝑒𝑒 π‘Ÿπ‘Ÿπ‘Ÿπ‘Ÿ 𝐹𝐹𝐹𝐹(𝑑𝑑2 )And𝑑𝑑1 𝑑𝑑2 𝑙𝑙𝑙𝑙(π‘žπ‘žπ‘žπ‘ž0 𝐹𝐹) π‘Ÿπ‘Ÿ 𝜎𝜎 2 2 π‘‡π‘‡πœŽπœŽ 𝑇𝑇𝑙𝑙𝑙𝑙(π‘žπ‘žπ‘žπ‘ž0 𝐹𝐹 ) π‘Ÿπ‘Ÿ 𝜎𝜎 2 2 π‘‡π‘‡πœŽπœŽ 𝑇𝑇(16)(17)(18)(19)πœ‘πœ‘(π‘₯π‘₯) is the cumulative probability distribution function of the standard normal distribution. Inthis way, the expression of the convertible price is obtained.It can be seen that 𝑒𝑒 π‘Ÿπ‘Ÿπ‘Ÿπ‘Ÿ 𝐹𝐹 in the formula is the value of the bond part, and π‘žπ‘žπ‘†π‘†0 πœ‘πœ‘(𝑑𝑑1 ) 𝑒𝑒 π‘Ÿπ‘Ÿπ‘Ÿπ‘Ÿ πΉπΉπœ‘πœ‘(𝑑𝑑2 ) is the value of the call option contained in the convertible bond. So the formula isessentially decomposing convertible bonds into bonds and options and pricing them separately. Ifthe convertible bonds pay interest, the present value of the unpaid interest rate should also be added,and it is recorded as 𝑐𝑐. So there is4. Empirical Researchingv 𝑒𝑒 π‘Ÿπ‘Ÿπ‘Ÿπ‘Ÿ 𝐹𝐹 π‘žπ‘žπ‘†π‘†0 πœ‘πœ‘(𝑑𝑑1 ) 𝑒𝑒 π‘Ÿπ‘Ÿπ‘Ÿπ‘Ÿ 𝐹𝐹𝐹𝐹(𝑑𝑑2 ) 𝑐𝑐(20)This paper uses β€œ110030.SH” as an example to calculate the theoretical price of the convertiblebonds from 2018/1/2 to 2018/1/31 by using the above formula, and compares them with marketprices.Table 1 Results of empirical researchingDateStock Price Theoretical Price Market Price Error 96.57103.3210109.67216.15%149

Advances in Social Science, Education and Humanities Research, volume 579109.74385.37%6.30%The stock price is the closing price of the corresponding date. According to the terms of theconvertible bond, the conversion price is 7.24. The risk-free interest rate is 3.82%, the stock annualvolatility is calculated to be 0.2922, face value of 100, maturity date of 2 years, one-year interest of1.5 and biennial interest of 2. The results are shown in the Table 1 and Figure 8/1/272018/1/282018/1/292018/1/302018/1/3198Market priceTheoretical priceFigure 1 Market price and theoretical price5. ConclusionIt can be seen that there is a certain gap between the market price and the theoretical price,resulting in a variety of reasons for the error, such as the error caused by the volatility estimation,the model setting error and the error caused by the risk-free interest rate fluctuation. The model canbe further modified, for example taking into account the effects of interest rate fluctuations, andintroducing the stochastic interest rate model into the pricing formula of the convertible bond.The average error rate calculated is 6.61%, and the error rate is small, indicating that this formulacan accurately price convertible bonds.References[1] Black F, Scholes M. (1973) The Pricing of Options and Corporate Liabilities. Journal ofPolitical Economy, 81, 637-659.[2] Brennan M.J., Schwartz E.S. (1980) Analyzing convertible bonds. Journal of Financial andQuantitative Analysis, 15(4), 907-929.[3] Hongzhong Liu. (2003) Investments. Higher Education Press, 288-289.[4] Feng Ye. (2004) The Study of Pricing China’s Convertible Bonds. Fudan University.[5] Qi’nan Lai, Changhui Yao and Zhicheng Wang. (2005) Empirical Study on the Pricing ofConvertible Bonds in China. Journal of Financial Research, 9, 105-121.[6] Qiyuan Zhou. (2007) Research on Pricing and Analyzing Convertible Bonds. Shanghai JiaoTong University.150

Advances in Social Science, Education and Humanities Research, volume 204151

Convertible Bonds, Black-Scholes Formula, Risk Neutral . Abstract: The article first introduces that convertible bonds also a kind of financial derivatives is which can be priced through using the Black-Shcoles formula, and derives PDE satisfied by convertible bond prices, then calculates the pricing formula of convertible bonds, finally, uses the

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