Construction and Evaluation of Trading Systems: Warsaw Index Futures

This paper presents and compares 15 trading systems constructed for the Warsaw Stock Exchange futures contracts. These trading systems are constructed applying technical analysis and artificial neural networks (ANN). The efficiency of constructed trading systems is measured by the profit, which could be gained on the analyzed market when an investor uses various methods of buy and sell signals generating. Investigation is conducted for daily observations of stock index WIG20 futures from December 1, 1999 to November 28, 2003. The conclusion is that the combination of the technical analysis and artificial intelligence in order to gain profit from trading on the Polish futures market can bring much better investment results than trade in the traditional way (JEL G10, C45).     

Issuing bonds,shares or staying private? Determinants of going public in an emerging economy

The Warsaw Stock Exchange is one of Europe’s largest exchanges by the number of initial public offerings. In this study, we use a large data-set to explore firms’ decisions to issue equity on the main or alternative market, and debt on the bond market. We observe that, in general, larger, more profitable firms are more likely to go public, although in contrast to developed economies these firms tend to be younger. Moreover, we find that current market valuation positively affects the decision to go public on the main market, and we establish that highly leveraged companies are more likely to issue either shares on the alternative market or bonds. At the same time, however, we observe that firms issuing shares on the alternative market are most likely to manipulate their profitability prior to going public.     

Efficiency of the Warsaw Stock Exchange: Analysis of Selected Properties

The Warsaw Stock Exchange (WSE) has been operating in present form for 15 years. WSE is regarded as an “emerging market”. We can observe that it is still developing (in order to become “developed market”). The level of development is often analyzed with reference to the efficiency of the market. We can say that the capital market is efficient if the prices at the market fully reflect all available information. The aim of the presented research is to analyze the current situation at the Warsaw Stock Exchange. Particularly we investigate the weak form of efficiency using selected statistical tests. The research is based on actual data concerning daily observations of shares at the Warsaw Stock Exchange transformed to the logarithmic rates of return, considering the period 2000–2006 and subperiods: the bear market, stagnation and the bull market.

Stock markets in transition: the Warsaw experiment1

This paper investigates the development from 1991 to 1994 of the Warsaw Stock Exchange, which opened on April 16th, 1991. An overview is presented focusing first on the deepening of the equity market, with a still limited but increasing number of listed companies, and then on the high trading activity and price dynamics with their impressive outburst in 1993. Three important dimensions are thereafter analyzed: the relevance of organizational and regulatory choices, the degree of market inefficiency and the origin of the discrepancy between IPO prices and first quoted market prices. Concluding remarks concentrate on the market's ability to fulfil its fundamental tasks.     

The Development of Commodity Exchanges in the Former Soviet Union, Eastern Europe, and China

The virtual collapse of the centrally planned economies of the countries of the former Soviet Union (FSU) and the more gradual transition from central planning to a market-oriented economy in China were both accompanied by the opening of hundreds of exchanges trading many agricultural, resource, and other physical commodities. Although many viewed them as harbingers of full-fledged market-based economies, most of the new exchanges in fact have since closed either for lack of activity or by government intervention, a history that this paper documents. New exchanges faced numerous obstacles in sustaining interest, from developing standardised contract terms to establishing effective self-regulation and state regulatory oversight. In several countries, the transparency of transactions on exchanges attracted governments interested in collecting taxes and customs duties which only drove trade away from the exchanges or turned them into little more than state agencies. In China, regulators struggled with duplicative exchanges and products, price volatility, large speculative interest, and several manipulations and have recently reduced the number of exchanges to just three and severely limited the commodities traded. There have been some successes too, including (at least prospectively) the three remaining exchanges in China, the Budapest Commodity Exchange in Hungary, and the Poznan Commodity Exchange in Poland. For all, identifying the terms to create standardised contracts has been (and continues to be) a major challenge.     

On the Use of the Moving Average Trading Rule to Test for Weak Form Efficiency in Capital Markets

The examination for the possible existence of predictive power in the moving average trading rule has been used extensively to test the hypothesis of weak form market efficiency in capital markets. This work focuses mainly on the study of the variation of the moving average (MA) trading rule performance as a function of the length of the longer MA. Empirical analysis of daily data from NYSE and the Athens Stock Exchange reveal high variability of the performance of the MA trading rule as a function of the MA length and on some occasions the series of successive trading rule total returns is non‐stationary. These findings have direct implications in weak form market efficiency testing. Indeed, given this high variability of the performance of the MA trading rule, by just finding out that trading rules with some specific combinations of MA lengths can or cannot beat the market, as is the case in most of the published work thus far, is not enough evidence for or against the existence of weak form market efficiency. Results also show that on average in about three out of four cases trading rule signals are false, a fact that leaves a lot of space for improved trading rule performance if trading rule signals are combined with other information (e.g. filters, or volume of trade). Finally, some evidence of enhanced trading rule performance for the shorter MA lengths was found. This enhanced performance is partly attributed to the higher probability that a trading rule signal is not a whipsaw, as well as to the larger number of days out‐of‐the‐market which are associated with shorter MA lengths.     

Long-run Relationships between Selected Central European Indexes

In the paper we discuss the results of the long-run relationships (cointegration) between the Warsaw Stock Exchange and the other three stock exchanges situated in Central Europe: the Vienna Stock Exchange, the Prague Stock Exchange, and the Budapest Stock Exchange. Cointegration analysis is applied to check if the markets are integrated. Highly integrated markets are not isolated from international shocks.     

Price limits on a call auction market: Evidence from the Warsaw Stock Exchange

We empirically investigate the impact of price limits on volatility and autocorrelation in the call auction segment of the Warsaw Stock Exchange (WSE). Because call auctions offer time-out periods to investors, we do not expect price limits to counter overreaction and panic in this market structure. Indeed, our empirical findings show that price limits result in excess volatility on the next trading day and strong continuation of price movements, which indicates that price limits only delay the adjustment of prices to equilibrium levels. Our results question the necessity of price limits in the call auction system of the WSE.     

融券制度与内部人寻租——来自准自然实验的经验证据

内部人寻租一直以来是理论与实务界关心的重点,如何有效抑制内部人寻租行为是资本市场的重大课题。本文以内部人交易度量内部人寻租,分析了融券制度对内部人寻租的影响。研究发现:(1)融券制度对内部人寻租有显著抑制作用,并且融券规模越大,内部人寻租越少。(2)相比于国有企业,非国有企业当中融券制度对内部人寻租的抑制作用更加明显。本文还将内部人交易分方向进行回归,结果显示融券制度对内部人寻租的抑制作用主要体现在卖出方向上。本文进一步分析了融券制度影响内部人寻租的路径,发现“竞争效应”和“信息效应”是融券制度影响内部人寻租的两条重要路径。本文考虑了竞争性解释——分析师关注的作用,发现分析师关注并不能影响本文结论的正确性;本文还利用反面事实推断、倾向得分匹配、反向因果检验等方法,确保实证结论的稳健性。本文的研究结果,丰富了内部人寻租的特征及影响因素研究,有利于市场监管部门加强对内部人寻租行为的控制;扩充了有关融券制度的文献,为卖空制度的推行及完善提供理论依据。     

我国碳排放权交易市场与股票市场的关联:基于非线性Granger因果检验与非平衡面板模型的实证分析

碳排放权交易市场作为金融市场的一部分,与股票市场有着一定的联动性.我国在2017年底开启全国性碳排放交易市场,其关联必将引起越来越多的关注.本文一方面通过线性Granger因果检验与非线性Granger因果检验综合检验各碳交易试点地区的碳收益率与股票市场整体的相关性,研究结果发现只有广东、天津的碳收益与深证综指和湖北与上证综指之间存在单向的Granger因果关系,而北京、上海、广东与上证综指、深证综指存在双向或单向的非线性Granger因果关系;另一方面,通过对各碳排放权交易试点地区的价格、收益率与试点区域股票市场的相关性进行非平衡面板数据的实证分析,发现碳排放权交易试点地区与其区域股市在长期、短期上都存在显著的关联性.     

Shall One Sit “Longer” for a Free Lunch? Impact of Trading Durations on the Realized Variances and Volatility Spillovers

This study examines the effect of trading durations on the realized variance of rupee futures traded in national stock exchange (NSE), India and Dubai Gold & Commodities Exchange (DGCX), Dubai as there exists a difference in the trading durations at these exchanges, where DGCX has longer trading duration. The empirical results suggest that longer trading duration has significantly higher realized variance, and also non-trading durations at NSE account for higher overall realized variance of Rupee Futures. We model the impact of trading durations on intraday and overnight realized variance for rupee futures and estimate a reduced realized volatility of 40–70 bps due to shorter trading duration. We find that non-trading durations at National Stock Exchange account for 60–70% of the overall realized variance of rupee futures. Using MGARCH model with BEKK parameterization, we find evidence of bidirectional volatility spillover from Offshore to Onshore Rupee markets.

     

总收益最大的交易策略求解算法

本文应用动态规划的原理,讨论了多期投资决策中基于总收益率最大的交易策略的设计和实现问题。通过比较随机交易方法、局部最优方法和全局最优方法下的投资表现,在交易费用存在的情况下,基于动态规划的算法给出问题的全局最优解,该方法的优越性随着交易费用的增长而加强。     

公开叫价、会员垄断与非赢利组织地位——论期货交易所传统交易机制与组织形式的关系

在目前发生的国际期货市场的技术变革与组织创新背景下,作者研究了期货交易所传统交易机制与组织形式的关系。本文分析了以公开叫价为基础的交易机制、以会员资格垄断为特征的交易组织和以非赢利地位为核心的治理结构的相互联系,论证了期货交易所传统交易机制和组织形式之间的特定关系,研究了非赢利期货交易的分配约束、资金约束和组织行为特点。作者认为,非赢利性交易所是对公开叫价交易性质相对有效率的适应形式,但传统的交易     

Price Dynamics in a Network of Decentralized Power Markets

In this paper, we model the dynamic behavior of prices in a network of interconnected, but decentralized, electric power markets—an architecture very different from the centralized exchanges and power pools currently being implemented by many state regulators. We estimate dynamic equations of unregulated, wholesale power prices at spot markets scattered over an eleven-state trading region. The results indicate that this decentralized system of power and transmission trading produces prices that are efficient and dynamically stable over this vast network. Price convergence in the power market is similar to what has been observed in the recently deregulated natural gas market.     

Exploiting volatility movements in the Sydney futures exchange's bank bill contract

An appropriate stochastic model was fitted to one year of data on the implied volatility of options on 90 day bank accepted bill futures contracts traded in the Sydney Futures Exchange. The model used was ARIMA augmented with day of the week variables, an option time to maturity variable, and recent values of historic volatility. The high ex-post predictive accuracy of the model was then employed as the central element of a strategy of buy low/sell high volatility.We employed two trading schemes with suitably constructed Delta neutral portfolios comprising bill futures and call and put options on those futures over a period of six months, to test whether speculative trading profit could be earned. The existence of trading profits before transaction costs validated the potential of the buy low/sell high volatility strategies to generate speculative profits. The absence of any such trading profits after transaction costs however, showed that the market pricing of these securities is such that the dependencies within implied volatility cannot be profitably exploited.This result may be interpreted as evidence supporting an hypothesis of a semi-strong form of market efficiency.     

Dynamic adverse selection and the supply size

In this paper we examine the problem of dynamic adverse selection in a stylized market where the quality of goods is a seller׳s private information while the realized distribution of qualities is public information. We obtain that full trade occurs in every dynamic competitive equilibrium. Moreover, we show that if prices can be conditioned on the supply size then a dynamic competitive equilibrium always exists, while it fails to exist if prices cannot be conditioned on the supply size and the frequency of exchanges is high enough. We conclude that the possibility to condition prices on the supply size allows us to reach efficiency in the limit for exchanges becoming more and more frequent, while otherwise the welfare loss due to delays of exchanges remains bounded away from zero.     

Volatility–volume co-movements: evidence from China metal markets

This article investigates the interactional relationship between price volatility and futures trading activity for three heavily traded metal products on the Shanghai Metal Exchange and the Shanghai Futures Exchange. Using models based on vector autoregression and generalized method of moments, we show, in particular, that futures trading activity has a strong impact on both spot and futures price volatility in copper and aluminium markets. Futures trading activity leads spot market volatility in copper and aluminium markets which suggests that futures markets have a destabilizing effect. In order to disentangle the effect of different traders’ types on asset price movements, we decompose futures trading into speculators’ and hedgers’ trading and investigate their contributions to volatility. As a robustness check, we investigate the impact of endogenous structural breaks on the interactional relationship between price volatility and futures trading.     

动量和反转投资策略在我国股市中的实证分析

本文采用沪深两市1995年前上市的股票作为样本,发现我国股市中也存在明显的动量和反转盈利,且两种效应的强弱与大盘走势相关,当市场为牛市特征时,动量效应明显强于反转效应;当市场为熊市特征时,则反之.经典的CAPM模型无法解释动量和反转盈利的来源,检验表明投资者对不同类型信息的不同反应方式,可以很好解释我国股市中的动量和反转盈利,利用上述检验结果还可以解释我国股市中许多有趣的特征.     

股权分置改革效应模型及实证分析

Based on the sample of 939 Chinese listed companies in the 40 former reformed batches, this paper investigates the effect of Chinese split share structure reform and its impact factors. First, considering Chinese split share structure reform as an event, an effect model is set up by means of the event study method, which takes abnormal return rate as a basic indicator to measure the reform effect. Further, in order to look for the impact factors on the reform effect, the empirical comparing analysis for different batches, different trading posts and different boards are done. These results show that the reform has positive effects on Chinese stock market and increases value of the listed companies. There is higher transformable return rate in the reform batches which include more Chinese listed companies with high quality performances. The shareholders who are in Shenzhen Stock Exchange market get higher transformable return rate than the shareholders who are in Shanghai Stock Exchange market. SME board has higher transformable return rate than the main board.     

Testing commodity futures market efficiency under time-varying risk premiums and heteroscedastic prices

We propose a novel test to measure market efficiency while estimating the time-varying risk premiums of commodity futures, given that the prices are heteroscedastic. The risk premium is estimated using a state-space model with a Kalman filter modified for heteroscedasticity. Using 79 commodity futures traded on 16 exchanges during the period 2000–2014 and a Monte Carlo simulation, we demonstrate that the proposal produces robust results compared with conventional approaches. The global financial crisis has improved the efficiency and affected the trading volumes of commodity futures, but it has had no effect on the average or the volatility of risk premiums.