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Binary barrier option pricing

Breaking Down the 'Digital Option',Your Answer

A binary option is a type of option with a fixed payout in which you predict the outcome from two possible results. If your prediction is correct, you receive the agreed payout. If not, you lose your initial stake, and nothing more. It's called 'binary' because there can be only two outcomes – win or lose Web26/4/ · Binary options allow you bet on the price movement of an investment in the shortest time frame which is typically less than one minute. However, if you do not know WebV T = 1 { S T ≥ K } 1 { ν > T }. This option knocks out, should the spot price breach the barrier before maturity. Otherwise it has a digital payoff of one. Let τ = T − t be the time WebThe Barrier Binary Options Min Gao1,2, Zhenfeng Wei1* 1Sun Yat-Sen Business School, Guangzhou, China 2Huafa Industrial Share Co., LTD., Zhuhai, China Abstract We Webthe price functions of simple barrier options and American options. For the knock-out binary options, the smooth-fit property does not hold when we apply the local time ... read more

The most straightforward way in pricing a binary option is done through a simulation experiment. In many simulation exercises, the geometric Brownian motion, as shown below, can be used to model the underlying stock behaviour. Another possibility to value binary options is the construction of a multi-step binomial model. In order to implement the stock price evolution in Excel this has to be restated as follows:.

With an uncertainty parameter ε generated by a certain distribution, often just a normal distribution. The value of a Binary option can be calculated based on the following method:. Step 1: Determine the return μ , the volatility σ , the risk free rate r, the time horizon T and the time step Δt. Step 3: Calculate the payoff of the binary call and, or put and store it. Binary options either generate in the future a certain payoff as specified by the contract or none at all.

We plot the value of the American barrier binary options using the free-boundary structure in the above sections. Note that the value of in Equations 4.

The American value curves in Figure 3 and Figure 4 are simulated from 15 by inserting different American binary option values. Figure 3 shows that the value of the American down-in cash-or-nothing call options asset-or-nothing call option follows a similar curve increases with stock price before the in barrier and then decreases due to the uncertainty of knock-in.

Figure 4 shows the value of the American up-in cash-or-nothing put option asset-or-nothing put is similar. As we can see before the barrier, the option value is increasing and gets its peak at the barrier. Then the value goes down as the stock price continues to go up after the barrier level. Generally, the price of the American version options is larger than the European version. Figures show the values for the knock-out binary options. Figure 5 illustrates that the value of the up-out cash-or-nothing put option is a decreasing function of the stock price below the barrier.

However, in Figure 6 the up-out asset-or-nothing put first goes up and then down to the barrier. We can see the value of the down-out cash-or-nothing call option in Figure 7 is strictly increasing as the asset price above the barrier. The asset-or-nothing call value in Figure 8 is also in the similar situation but with different amount of payoff size. All of the out figures show that the smooth-fit condition is not satisfied at the stopping boundary K.

Figure 3. A computer comparison for the values of the European and the American down-in cash-or-nothing call options with parameters and. Figure 4. A computer comparison for the values of the European and the American up-in cash-or-nothing put options with parameters and. Figure 5. A computer comparison for the values of the European and the American up-out cash-or-nothing put options with parameters and.

Figure 6. A computer comparison for the values of the European and the American up-out asset-or-nothing put options with parameters and. Figure 7. A computer comparison for the values of the European and the American down-out cash-or-nothing call options with parameters and. The results of this paper also hold for an underlying asset with dividend structure.

With minor modifications, the formulas developed here can be applied to handle those problems. Figure 8. A computer comparison for the values of the European and the American down-out asset-or-nothing call options with parameters and.

The authors are grateful to Goran Peskir, Yerkin Kitapbayev and Shi Qiu for the informative discussions. and Kani, I. Derivatives Quarterly, 3, McGraw-Hill Companies, New York. The Bell Journal of Economics and Management Science, 4, Advances in Futures and Options Research: A Research Annual, 7, and Reiner, E. Risk Magazine, 4, and Ikeda, M. Mathematical Finance, 2, and Yor, M. Mathematical Finance, 6, International Journal of Theoretical and Applied Finance, 4, and Kwok, Y.

Journal of Futures Markets, 24, and Ku, H. IMA Journal of Applied Mathematics, 78, Review of Derivatives Research, 16, Applied Financial Economics, 6, and Subrahmanyam, M. Journal of Economic Dynamics and Control, 24, and Lai, T. The Journal of Derivatives, 11, and Salminen, P. Springer, Berlin. and Shiryaev, A. Journal of Theoretical Probability, 18, PhD Thesis, The University of Manchester, Manchester.

This work and the related PDF file are licensed under a Creative Commons Attribution 4. Login 切换导航. Home Articles Journals Books News About Submit. Home Journals Article. The Barrier Binary Options.

DOI: Abstract We extend the binary options into barrier binary options and discuss the application of the optimal structure without a smooth-fit condition in the option pricing.

Keywords Binary Option , Barrier Option , Arbitrage-Free Price , Optimal Stopping , Geometric Brownian Motion , Parabolic Free Boundary Problem.

Share and Cite:. Gao, M. and Wei, Z. Journal of Mathematical Finance , 10 , doi: Introduction Barrier options on stocks have been traded in the OTC Over-The-Counter market for more than four decades. Preliminaries American feature entitles the option buyer the right to exercise early.

Conflicts of Interest The authors declare no conflicts of interest. References [ 1 ] Derman, E. Journals Menu. Open Special Issues Published Special Issues Special Issues Guideline. Follow SCIRP. Contact us. customer scirp. Copyright © by authors and Scientific Research Publishing Inc.

Free SCIRP Newsletters Add your e-mail address to receive free newsletters from SCIRP. Home Journals A-Z Subject Books Sitemap Contact Us. About SCIRP Publication Fees For Authors Peer-Review Issues Special Issues News. Policies Open Access Publication Ethics Preservation Retraction Privacy Policy. Copyright © Scientific Research Publishing Inc. All Rights Reserved. Derman, E. Haug, E. Merton, R. Rich, D. Rubinstein, M. Kunitomo, N.

Below, we will make use of the following function. for all and. Theorem 1. The arbitrage-free price of the American knock-out cash-or-nothing put option follows the early-exercise premium representation. for all , where the first term is the arbitrage-free price of the European knock-out cash-or-nothing put option and the second and third terms are the early-exercise premium. The proof is straightforward following the points 4, 5 and 6 stated above.

Note that our problem is based on the stopped process instead of the original process X and that the value of in 4. The cash-or-nothing call option can be handled in a similar way. The different part is the European value function in 4. The arbitrage-free price of the European down-out cash-or-nothing call option at the point is given by see [6].

The arbitrage-free price of the European knock-out asset-or-nothing option at the point can be written explicitly as see [6]. where represents the value for the European down-out asset-or-nothing call ANC option and for the up-out put. Theorem 2. The arbitrage-free price of the American knock-out asset-or-nothing option follows the early-exercise premium representation. for all , where the first term is the arbitrage-free price of the European knock-out asset-or-nothing option and the second term is the early-exercise premium.

The proof is analogous to that of Theorem 1. Back to 4. There are only two terms in 4. The payment of the American barrier binary options is binary, so they are not ideal hedging instruments. Instead, they are ideal investment products. It is popular to use structured accrual range notes in the financial markets. Such notes are related to foreign exchanges, equities or commodities.

For instance, in a daily accrual USD-BRP exchange rate range note, it pays a fixed daily accrual interest if the exchange rate remains within a certain range. Basic reasons to purchase barrier options rather than standard options include a better expectation of the future behaviour of the market, hedging needs and lower premiums. In the liquid market, traders value options by calculating the expected value of the pay-offs based on all stock scenarios. It means to some extent we pay for the volatility around the forward price.

However, barrier options eliminate paying for the impossible scenarios from our point of view. On the other hand, we can improve our return by selling a barrier option that pays off based on scenarios we think of little probability.

Let us imagine that the 1-year forward price of the stock is and the spot price is We believe that the market is very likely to rise and if it drops below 95, it will decline further. We can buy a down-and-out call option with strike price and the barrier level At any time, if the stock falls below 95, the option is knocked-out. In this way, we do not pay for the scenario that the stock price drops firstly and then goes up again.

This reduces the premium. For the hedgers, barrier options meet their needs more closely. Suppose we own a stock with spot and decide to sell it at We also want to get protected if the stock price falls below We can buy a put option struck at 95 to hedge it but it is more inexpensive to buy an up-an-out put with a strike price 95 and barrier Once the stock price rises to when we can sell it and this put disappears simultaneously.

The relationship between knock-in option, knock-out option and knock-less option standard option of the same type call or put with the same expiration date, strike and barrier level can be expressed as. This relationship only holds for the European barrier options. It has not been obtained for the American version when we get the American values from the sections above.

We plot the value of the American barrier binary options using the free-boundary structure in the above sections. Note that the value of in Equations 4. The American value curves in Figure 3 and Figure 4 are simulated from 15 by inserting different American binary option values.

Figure 3 shows that the value of the American down-in cash-or-nothing call options asset-or-nothing call option follows a similar curve increases with stock price before the in barrier and then decreases due to the uncertainty of knock-in. Figure 4 shows the value of the American up-in cash-or-nothing put option asset-or-nothing put is similar.

As we can see before the barrier, the option value is increasing and gets its peak at the barrier. Then the value goes down as the stock price continues to go up after the barrier level. Generally, the price of the American version options is larger than the European version. Figures show the values for the knock-out binary options. Figure 5 illustrates that the value of the up-out cash-or-nothing put option is a decreasing function of the stock price below the barrier.

However, in Figure 6 the up-out asset-or-nothing put first goes up and then down to the barrier. We can see the value of the down-out cash-or-nothing call option in Figure 7 is strictly increasing as the asset price above the barrier.

The asset-or-nothing call value in Figure 8 is also in the similar situation but with different amount of payoff size. All of the out figures show that the smooth-fit condition is not satisfied at the stopping boundary K. Figure 3. A computer comparison for the values of the European and the American down-in cash-or-nothing call options with parameters and. Figure 4. A computer comparison for the values of the European and the American up-in cash-or-nothing put options with parameters and.

Figure 5. A computer comparison for the values of the European and the American up-out cash-or-nothing put options with parameters and. Figure 6. A computer comparison for the values of the European and the American up-out asset-or-nothing put options with parameters and.

Figure 7. A computer comparison for the values of the European and the American down-out cash-or-nothing call options with parameters and. The results of this paper also hold for an underlying asset with dividend structure.

With minor modifications, the formulas developed here can be applied to handle those problems. Figure 8. A computer comparison for the values of the European and the American down-out asset-or-nothing call options with parameters and. The authors are grateful to Goran Peskir, Yerkin Kitapbayev and Shi Qiu for the informative discussions. Gao, M. and Wei, Z.

Journal of Mathematical Finance, 10, Derman, E. and Kani, I. Derivatives Quarterly, 3, Haug, E. McGraw-Hill Companies, New York. Merton, R. The Bell Journal of Economics and Management Science, 4, Rich, D. Advances in Futures and Options Research: A Research Annual, 7,

We extend the binary options into barrier binary options and discuss the application of the optimal structure without a smooth-fit condition in the option pricing. We first review the existing work for the knock-in options and present the main results from the literature. Then we show that the price function of a knock-in American binary option can be expressed in terms of the price functions of simple barrier options and American options.

For the knock-out binary options, the smooth-fit property does not hold when we apply the local time-space formula on curves. By the properties of Brownian motion and convergence theorems, we show how to calculate the expectation of the local time. In the financial analysis, we briefly compare the values of the American and European barrier binary options. Binary Option, Barrier Option, Arbitrage-Free Price, Optimal Stopping, Geometric Brownian Motion, Parabolic Free Boundary Problem.

Barrier options on stocks have been traded in the OTC Over-The-Counter market for more than four decades. The inexpensive price of barrier options compared with other exotic options has contributed to their extensive use by investors in managing risks related to commodities, FX Foreign Exchange and interest rate exposures. Barrier options have the ordinary call or put pay-offs but the pay-offs are contingent on a second event. Standard calls and puts have pay-offs that depend on one market level: the strike price.

Barrier options depend on two market levels: the strike and the barrier. Barrier options come in two types: in options and out options. An in option or knock-in option only pays off when the option is in the money with the barrier crossed before the maturity. When the stock price crosses the barrier, the barrier option knocks in and becomes a regular option. If the stock price never passes the barrier, the option is worthless no matter it is in the money or not.

An out barrier option or knock-out option pays off only if the option is in the money and the barrier is never being crossed in the time horizon. As long as the barrier is not being reached, the option remains a vanilla version.

However, once the barrier is touched, the option becomes worthless immediately. More details about the barrier options are introduced in [1] and [2]. The use of barrier options, binary options, and other path-dependent options has increased dramatically in recent years especially by large financial institutions for the purpose of hedging, investment and risk management.

The pricing of European knock-in options in closed-form formulae has been addressed in a range of literature see [3] [4] [5] and reference therein. There are two types of the knock-in option: up-and-in and down-and-in.

Any up-and-in call with strike above the barrier is equal to a standard call option since all stock movements leading to pay-offs are knock-in naturally. Similarly, any down-and-in put with strike below the barrier is worth the same as a standard put option. An investor would buy knock-in option if he believes the movements of the asset price are rather volatile. Rubinstein and Reiner [6] provided closed form formulas for a wide variety of single barrier options. Kunitomo and Ikeda [7] derived explicit probability formula for European double barrier options with curved boundaries as the sum of infinite series.

Geman and Yor [8] applied a probabilistic approach to derive the Laplace transform of the double barrier option price. Haug [9] has presented analytic valuation formulas for American up-and-input and down-and-in call options in terms of standard American options. It was extended by Dai and Kwok [10] to more types of American knock-in options in terms of integral representations.

Jun and Ku [11] derived a closed-form valuation formula for a digit barrier option with exponential random time and provided analytic valuation formulas of American partial barrier options in [12]. Hui [13] used the Black-Scholes environment and derived the analytical solution for knock-out binary option values.

Gao, Huang and Subrahmanyam [14] proposed an early exercise premium presentation for the American knock-out calls and puts in terms of the optimal free boundary. There are many different types of barrier binary options. It depends on: 1 in or out; 2 up or down; 3 call or put; 4 cash-or-nothing or asset-or-nothing. The European valuation was published by Rubinstein and Reiner [6]. However, the American version is not the combination of these options.

This paper considers a wide variety of American barrier binary options and is organised as follows. In Section 2 we introduce and set the notation of the barrier binary problem. In Section 3 we formulate the knock-in binary options and briefly review the existing work on knock-in options.

In Section 4 we formulate the knock-out binary option problem and give the value in the form of the early exercise premium representation with a local time term.

We conduct a financial analysis in Section 5 and discuss the application of the barrier binary options in the current financial market. American feature entitles the option buyer the right to exercise early. Regardless of the pay-off structure cash-or-nothing and asset-or-nothing , for a binary call option there are four basic types combined with barrier feature: up-in, up-out, down-in and down-out.

The value is worth the same as a standard binary call if the barrier is below the strike since it naturally knocks-in to get the pay-off. On the other hand, if the barrier is above the strike, the valuation turns into the same form of the standard with the strike price replaced by the barrier since we cannot exercise if we just pass the strike and we will immediately stop if the option is knocked-in.

Now let us consider an up-out call. Evidently, it is worthless for an up-out call if the barrier is below the strike. Meanwhile, if the barrier is higher than the strike the stock will not hit it since it stops once it reaches the strike.

For these reasons, it is more mathematically interesting to discuss the down-in or down-out call and up-in or up-output. Before introducing the American barrier binary options, we give a brief introduction of European barrier binary options and some settings for this new kind of option. Figure 1 and Figure 2 show the value of eight kinds of European barrier binary options and the comparisons with corresponding binary option values. All of the European barrier binary option valuations are detailed in [6].

Note that the payment is binary, therefore it is not an ideal hedging instrument so we do not analyse the Greeks in this paper and more applications of such options in financial market will be addressed in Section 5. Since we will study the American-style options, we only consider the cases that barrier below the strike for the call and barrier above the strike for the put as reasons stated above. As we can see in Figure 1 and Figure 2 , the barrier-version options in the blue or red curves are always worth less than the corresponding vanilla option prices.

For the binary call option in Figure 1 when the asset price is below the in-barrier, the knock-in value is same as the standard price and the knock-out value is worthless.

When the stock price goes very high, the effect of the barrier is intangible. The knock-intends to worth zero and the knock-out value converges to the knock-less value.

On the other hand in Panel a of Figure 2 , the value of the binary put decreases with an increasing stock price. As Panel b in Figure 2 shows, the asset-or-nothing put option value first increases and then decreases as stock price going large. At a lower stock price, the effect of the barrier for the knock-out value is trifle and the knock-in value tends to be zero. When the stock price is above the barrier, the knock-out is worthless and the up-in value gets the peak at the barrier.

The figures also indicate the relationship. Above all, barrier options create opportunities for investors with lower premiums than standard options with the same strike. Figure 1. A computer comparison of the values of the European barrier cash-or-nothing call CNC and asset-or-nothing call ANC options for t given and fixed. Figure 2. A computer comparison of the values of the European barrier cash-or-nothing put CNP and asset-or-nothing put ANP options for t given and fixed.

We start from the cash-or-nothing option. There are four types for the cash-or-nothing option: up-and-in call, down-and-in call, up-and-input and down-and-input. For the up-and-in call, if the barrier is below the strike the option is worth the same as the American cash-or-nothing call since it will cross the barrier simultaneously to get the pay-off.

On the other hand, if the barrier is above the strike the value of the option turns into the American cash-or-nothing call with the strike replaced by the barrier level. Mathematically, the most interesting part of the cash-or-nothing call option is down-and-in call also known as a down-and-up option.

For the reason stated above, we only discuss up-and-input and down-and-in call in this section. We assume that the up-in trigger clause entitles the option holder to receive a digital put option when the stock price crosses the barrier level.

with under P for any interest rate and volatility. Throughout denotes the standard Brownian motion on a probability space. The arbitrage-free price of the American cash-or-nothing knock-in put option at time is given by. where K is the strike price, L is the barrier level and is the maximum of the stock price process X.

Recall that the unique strong solution for 3. The process X is strong Markov with the infinitesimal generator given by. We introduce a new process which represents the process X stopped once it hits the barrier level L.

Define , where is the first hitting time of the barrier L as. It means that we do not need to monitor the maximum process since the process behaves exactly the same as the process X for any time and most of the properties of X follow naturally for. for and , where is the probability density function of the first hitting time of the process 3. The density function is given by see e. for and , where is the standard normal density function given by for.

Therefore, the expression for the. arbitrage-free price is given by 3. The other three types of binary options: cash-or-nothing call, asset-or-nothing call and put follow the same pricing procedure and their American values can be referred in [6]. The arbitrage-free price of the American up-out cash-or-nothing put option at time is given by. Recall that the unique strong solution for 4. Define , where is the first hitting time of the barrier L:.

Standard Markovian arguments lead to the following free-boundary problem see [17]. denoting the first time the stock price is equal to K before the stock price is equal to L. We will prove that K is the optimal boundary and is optimal for 4. The fact that the value function 4.

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WebThe Barrier Binary Options Min Gao1,2, Zhenfeng Wei1* 1Sun Yat-Sen Business School, Guangzhou, China 2Huafa Industrial Share Co., LTD., Zhuhai, China Abstract We A binary option is a type of option with a fixed payout in which you predict the outcome from two possible results. If your prediction is correct, you receive the agreed payout. If not, you lose your initial stake, and nothing more. It's called 'binary' because there can be only two outcomes – win or lose Webthe price functions of simple barrier options and American options. For the knock-out binary options, the smooth-fit property does not hold when we apply the local time WebV T = 1 { S T ≥ K } 1 { ν > T }. This option knocks out, should the spot price breach the barrier before maturity. Otherwise it has a digital payoff of one. Let τ = T − t be the time WebJoin us in building a kind, collaborative learning community via our updated Code of Barrier. Questions Tags Option Badges Unanswered. Barrier digital options and pricing. What Web26/4/ · Binary options allow you bet on the price movement of an investment in the shortest time frame which is typically less than one minute. However, if you do not know ... read more

American feature entitles the option buyer the right to exercise early. The arbitrage-free price of the American cash-or-nothing knock-in put option at time is given by. More details about the barrier options are introduced in [1] and [2]. Aitsahlia, F. We assume that the up-in trigger clause entitles the option holder to receive a digital put option when the stock price crosses the barrier level. Therefore, the expression for the.

Download our free excel file: binary option pricing, binary barrier option pricing. Accept all cookies Customize settings. When the stock price goes very high, the effect of the barrier is intangible. Open Special Issues Published Special Issues Special Issues Guideline. All of the European barrier binary option valuations are detailed binary barrier option pricing [6]. Binary option pricing: simulation ingredients The most straightforward way in pricing a binary option is done through a simulation experiment.

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