Research of Dynamic Relationship between the Price of Alternative Investment Products and Macro-Economy

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Description
This paper studies the dynamic relationship between the pricing of Alternative Asset Management products and macroeconomic variables. It does so using an index of Alternative Asset Management products, employing a VAR framework and examining the implied impulse response functions. I

This paper studies the dynamic relationship between the pricing of Alternative Asset Management products and macroeconomic variables. It does so using an index of Alternative Asset Management products, employing a VAR framework and examining the implied impulse response functions. I find a bivariate causal relation between the expected rate of return on Alternative Asset Management products and the growth rate of industrial value added. I also find that the CPI, the yield on one-year national debt, the weighted average yield of bond repurchases in interbank bond market, and the one-year loan interest rate can influence the expected return rate of Alternative Asset Management products. An analysis of the variance decomposition suggests that macroeconomic variables have a different impacts on forecast errors variance.
Date Created
2016
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Value creation of private equity funds: practices in China

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Description
Based on multiple case studies of the transactions in China by private equity funds, this paper attempts to explore the value-creation capabilities of private equity funds at the transaction/deal level.

Previous studies on financial performance of PE funds utilized data

Based on multiple case studies of the transactions in China by private equity funds, this paper attempts to explore the value-creation capabilities of private equity funds at the transaction/deal level.

Previous studies on financial performance of PE funds utilized data collected from publically traded companies in European/US markets. By measuring financial performance of both “pre- and post-transactions,” these studies researched two questions: 1) Do buyout funds create value? 2) If they do, what are the sources of value creation? In general, studies conclude that private equity/buyout funds do create value at both the deal level and investor level. They also identified four possible sources of such value creation: 1) undervaluation, 2) leverage effect, 3) better governance, and 4) operational improvement.

However, relatively little is known about the process of value creation. In this study, I attempt to fill that gap, revealing the “secret recipe” of value creation.

By carefully looking into the process of value creation, this study suggests five propositions covering capabilities at 1) deal selection/screening, 2) deal structuring, 3) operational improvement, 4) investment exit, and 5) Top Management Team (TMT). These capabilities at private equity/buyout funds are critical factors for value creation. In a thorough review of the value-creation process, this paper hopes to:

1) Share real-life experiences and lessons learned on private equity transactions in China as a developing economy.

2) Reveal the process of deal/transaction to observe measures taken place within deal/transaction for value creation.

3) Show how well-executed strategies and capabilities in deal selection/screening, deal structuring, operational improvement, and investment exit can still create value for private equity firms without financial leverage.

4) Share the experience of State-Owned Enterprises (SOE) reform participated in by private equity firms in China. This could provide valuable information for policy makers in China.
Date Created
2016
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High-Frequency Quoting, Trading, and the Efficiency of Prices

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Description

We examine the relation between high frequency quotation and the behavior of stock prices between 2009 and 2011 for the full cross section of securities in the US. On average, higher quotation activity is associated with price series that more

We examine the relation between high frequency quotation and the behavior of stock prices between 2009 and 2011 for the full cross section of securities in the US. On average, higher quotation activity is associated with price series that more closely resemble a random walk, and significantly lower cost of trading. We also explore market resiliency during periods of exceptionally high low-latency trading: large liquidity drawdowns in which, within the same millisecond, trading algorithms systematically sweep large volume across multiple trading venues. Although such large drawdowns incur trading costs, they do not appear to degrade the price formation process or increase the subsequent cost of trading. In an out-of-sample analysis, we investigate an exogenous technological change to the trading environment on the Tokyo Stock Exchange that dramatically reduces latency and allows co-location of servers. This shock also results in prices more closely resembling a random walk and a sharp decline in the cost of trading.

Date Created
2015-05-01
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Study on China's Capital Market Segmentation under Fragmented Regulations

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The Chinese capital market is characterized by high segmentation due to governmental regulations. In this thesis I investigate both the causes and consequences of this market segmentations. Specifically, I address the following questions: (1) to which degree this capital market

The Chinese capital market is characterized by high segmentation due to governmental regulations. In this thesis I investigate both the causes and consequences of this market segmentations. Specifically, I address the following questions: (1) to which degree this capital market segmentation is caused by the fragmented regulations in China, (2) what are the key characteristics of this market segmentation, and (3) what are the impacts of this market segmentation on capital costs and resources allocations. Answers to these questions can have important implications for Chinese policy makers to improve capital market regulatory coordination and efficiency. I organize this thesis as follows. First, I define the concepts of capital market segmentation and fragmented regulation based on literature reviews and theoretical analysis. Next, on the basis of existing theories and methods in finance and economics, I select a number of indicators to systematically measure the degree of regulatory segmentation in China’s capital market. I then develop an econometric model of capital market frontier efficiency analysis to calculate and analyze China’s capital market segmentation and regulatory fragmentation. Lastly, I use the production function analysis technique and the even study method to examine the impacts of fragmented regulatory segmentation on the connections and price distortions in the equity, debt, and insurance markets. Findings of this thesis enhance the understanding of how institutional forces such as governmental regulations influence the function and efficiency of the capital markets.
Date Created
2015
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A time-varying premium for idiosyncratic risk: its effects on the cross-section of stock returns

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Description
Merton (1987) predicts that idiosyncratic risk can be priced. I develop a simple equilibrium model of capital markets with information costs in which the idiosyncratic risk premium depends on the average level of idiosyncratic volatility. This dependence suggests that the

Merton (1987) predicts that idiosyncratic risk can be priced. I develop a simple equilibrium model of capital markets with information costs in which the idiosyncratic risk premium depends on the average level of idiosyncratic volatility. This dependence suggests that the idiosyncratic risk premium varies over time. I find that in U.S. markets, the covariance between stock-level idiosyncratic volatility and the idiosyncratic risk premium explains future stock returns. Stocks in the highest quintile of the covariance between the volatility and risk premium earn an average 3-factor alpha of 70 bps per month higher than those in the lowest quintile.
Date Created
2015
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Dissertation on generalized empirical likelihood estimators

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Description
Schennach (2007) has shown that the Empirical Likelihood (EL) estimator may not be asymptotically normal when a misspecified model is estimated. This problem occurs because the empirical probabilities of individual observations are restricted to be positive. I find that even

Schennach (2007) has shown that the Empirical Likelihood (EL) estimator may not be asymptotically normal when a misspecified model is estimated. This problem occurs because the empirical probabilities of individual observations are restricted to be positive. I find that even the EL estimator computed without the restriction can fail to be asymptotically normal for misspecified models if the sample moments weighted by unrestricted empirical probabilities do not have finite population moments. As a remedy for this problem, I propose a group of alternative estimators which I refer to as modified EL (MEL) estimators. For correctly specified models, these estimators have the same higher order asymptotic properties as the EL estimator. The MEL estimators are obtained by the Generalized Method of Moments (GMM) applied to an exactly identified model. The simulation results provide promising evidence for these estimators. In the second chapter, I introduce an alternative group of estimators to the Generalized Empirical Likelihood (GEL) family. The new group is constructed by employing demeaned moment functions in the objective function while using the original moment functions in the constraints. This designation modifies the higher-order properties of estimators. I refer to these new estimators as Demeaned Generalized Empirical Likelihood (DGEL) estimators. Although Newey and Smith (2004) show that the EL estimator in the GEL family has fewer sources of bias and is higher-order efficient after bias-correction, the demeaned exponential tilting (DET) estimator in the DGEL group has those superior properties. In addition, if data are symmetrically distributed, every estimator in the DGEL family shares the same higher-order properties as the best member.  
Date Created
2013
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Intermediaries, illiquidity and corporate bond pricing

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Description
This paper examines dealers' inventory holding periods and the associated price markups on corporate bonds from 2003 to 2010. Changes in these measures explain a large part of the time series variation in aggregate corporate bond prices. In the cross-section,

This paper examines dealers' inventory holding periods and the associated price markups on corporate bonds from 2003 to 2010. Changes in these measures explain a large part of the time series variation in aggregate corporate bond prices. In the cross-section, holding periods and markups overshadow extant liquidity measures and have significant explanatory power for individual bond prices. Both measures shed light on the credit spread puzzle: changes in credit spread are positively correlated with changes in holding periods and markups, and a large portion of credit spread changes is explained by them. The economic effects of holding periods and markups are particularly sharp during crisis periods.
Date Created
2012
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