We study order aggressiveness of market-making high-frequency traders (HFTs), opportunistic HFTs, and non-HFTs. We find that market-making HFTs follow their own group's previous order submissions more than they follow other traders' orders. Opportunistic HFTs and non-HFTs tend to split market...

China has become the world's biggest consumer of gold in recent years. After only several years of operation, the Chinese gold futures market is now one of the largest globally. This paper studies the price discovery process for the Chinese gold markets. Since the financial crisis in 2007, gold...

This paper studies the impact of contracted market makers by investigating the liquidity provider scheme in Sweden. The results show that the stocks become more liquid after the introduction of the contracted market makers. The liquidity improvement is explained by reduced order processing cost...

This paper investigates how the introduction of a closing call auction in the OMXS 30 index futures market influences market quality and price accuracy. Index futures markets are characterized by traders with no or little private information. Limit order book models where trader patience (rather...

The regulatory debate concerning high-frequency trading (HFT) emphasizes the importance of distinguishing different HFT strategies and their influence on market quality. Using data from NASDAQ-OMX Stockholm, we compare market-making HFTs to opportunistic HFTs. We find that market makers...