Research Papers
Underpricing in Uniform Price Auctions of Emission Permits: An
Empirical Study of the RGGI CO2 Allowance Markets (Job Market Paper)
This paper builds a model of the sealed-bid uniform price auctions of emissions permits in a cap-and-trade system, to characterize the symmetric
linear Bayesian demand function equilibrium (LBDFE) with the presence of competitive resale market, and to analyze the interaction between the
primary auction market and the secondary trading market of emission allowances. The model explains that the underpricing of the auction is positively affected by the
liquidity of secondary market and the volatility of trading price. I then conduct an empirical analysis on the Regional Greenhouse Gas
Initiative (RGGI) program based on the model. Using a structural approach, I propose a statistical procedure to process the summary data of
the eight RGGI quarterly auctions together with the data of futures trading daily price of CO2 allowances during the period from August 2008 to June 2010.
By random sampling bidders' bid points and the noises in value signals, I calibrate the parameters of the auction model, and obtain counterfactual
results for the hypothetical scenario when there is no resale allowed.
It shows that the magnitude of underpricing won't necessarily be exacerbated by the resale market as the participation of non-compliance bidders may
enhance the competition in auctions, while reserve price has helped to alleviate the underpricing. The results in this paper provide evidences supporting
several auction design policies for cap-and-trade programs such as reserve price and encouraging more bids submissions.
Revenue Extraction of Different Auction Formats in Emission Permit Auctions
This paper conducts empirical analysis on US EPA's SO2 emission allowances program to compare the potential
auction revenue from different auction formats. Using the detailed bidder level data of the 18 annual discriminatory price auctions
of the SO2 allowances from 1993 to 2010, I use the structural econometric model proposed by Hortacsu (2002) to estimate bidders' marginal
valuations and compare counterfactual auction proceeds under uniform price format, showing that discriminatory auction would raise higher
revenue for the cap- and-trade program in the initial auctions. This paper also analyzes the impact of auction size on the secondary emission
trading market, with respect to the price fluctuation and volume change, giving insights on which type of market participants prefer auction
versus secondary trading market.
Comparing Credit Spreads across Different Markets - CDS, LCDS and Loan OAS Spreads
(with Yaakov Tsaig and Yashan Wang)
This research uses cointegration analysis to exploit the basis in spreads across different credit markets.
Specifically, we pair-wise test the time series of CDS, LCDS and loan OAS spreads for the same underlying entity
during January 2007 to June 2008. The empirical evidences show that without adjusting for the cancellation option
for LCDS, there are more names with a negative basis between LCDS and CDS in our sample. Presumably, if we adjust
for cancellation option of the LCDS contract, the result for our sample will have more obvious evidence for negative
basis. For the relationship between OAS and LCDS, we haven't obtained a very conclusive result, for either the linear
ratio or the direction of basis. But our empirical study helps reveal the complexity of the story linking OAS and LCDS.
And if we are able to extend the study to other data samples, we might get an improved result.
A Cointegration Analysis of Corn Price and Ethanol Production
This paper presents the results from a cointegration analysis on the time series of corn spot price and ethanol production in the United States.
A lot of criticism comes forth with the idea that ethanol production pushes the corn price up causing the food cost arises for the poor who
primarily live on corn-based diet. People also concern that ethanol production attracts the corn suppliers and reshapes the corn market in
that it diverts corn away from food and livestock feed markets. This research reevaluates above criticism against enlarged ethanol production.
The statistical results obtained from this cointegration analysis shows no evidence that the increased usage of corn in ethanol production could
be the major force driving corn price.
Tragedy of the Commons from the Chinese Fiscal Decentralization:
the Cyclical Pattern of Growth and Inflation
The recurrent boom-bust cycles of the Chinese macro-economy have been salient since the beginning of the economic reform,
which are featured with the co-movement of output growth and inflation. This paper describes that the accumulation of bed debts
in state banks, the enlarged non-state-owned sector, and the inconsistent credit control policy are interrelated phenomena concurrent
with the fiscal decentralization. The cycles of macroeconomic fluctuation are resulted from the diversion of resources from
state-owned sector into non-state-owned sector, so central bank has to subsidize the SOEs by increasing money supply. I use
a dynamic searching model of intra-district games between governments and firms and an inter-district Markov sequential game
between local governments to explain the cause of SOEs� soft budget constraint problem, and show that fiscal decentralization
will not fix the problem but lead to the �tragedy of the commons� in the Chinese banking system..
Dynamic Competition of Discriminatory Price and Uniform Price with Network Externalities
This paper examines monopoly pricing and competitive pricing of network goods for consumers with heterogeneous preferences. Based on the
monopolist model for continuous-type consumers, I solve the instantaneous competing pricing problem and analyze the equilibrium market structure
with and without a time lag of discriminatory price adjustment. If the time lag exists and if network externalities are large enough, there is a multi-period
problem. I derive the optimal dynamic competing pricing strategies for both finite periods and infinite periods, and conclude that price discrimination
promotes efficiency by reducing the extent of excess inertia. Incomplete information and large network externalities are necessary for the dynamic
problem to occur. Larger network effects lead to higher prices in each period.
Work in Progress
Behavioral Failure in Dynamic Markets for Energy Efficiency: the Application of Solar Water Heaters
This paper exploits the magnitude of behavioral failure that contributes to the "efficiency gap" under a dynamic market
framework, using solar water heater installation data in New Zealand as an example.
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