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公募量化发展的回首与展望
NORTHEAST SECURITIES·2025-06-13 05:44
  • The report discusses the early and modern history of quantitative theory, highlighting key figures and their contributions, such as Thales, Fibonacci, Cardano, Pascal, Fermat, Bernoulli, Bachelier, Kolmogorov, Ito, Markowitz, Tobin, Sharpe, Fama, Ross, Vasicek, Kahneman, and Tversky[11][12][17] - The development of quantitative strategies in the new century is driven by advancements in computing, cloud computing, big data, and machine learning technologies, including decision trees, random forests, SVM, and deep learning models[13] - The report highlights the growth of global hedge fund management, particularly in North America, and the increasing adoption of AI strategies by fund managers to improve operational efficiency and returns[13] - The report reviews the development of domestic public quantitative funds, noting the slow growth before 2010 and the significant impact of the 2008 financial crisis and the introduction of margin trading and stock index futures in 2010[19][20] - The report discusses the future prospects of domestic public quantitative funds, emphasizing the continued growth of ETFs and passive products, the potential of Smart Beta, and the importance of index enhancement products[27][28] - The report highlights the importance of developing intelligent investment advisory and diversified asset allocation to improve investor experience using quantitative methods and tools[28] - Multi-Strategy, 12M AUM Weighted: 13.59%, Mean: 10.02%, Median: 11.24%[16] - Equity L/S, 12M AUM Weighted: 13.45%, Mean: 12.13%, Median: 11.21%[16] - Long biased, 12M AUM Weighted: 10.60%, Mean: 11.08%, Median: 9.74%[16] - Event, 12M AUM Weighted: 10.27%, Mean: 9.10%, Median: 8.40%[16] - Credit, 12M AUM Weighted: 9.76%, Mean: 9.75%, Median: 9.11%[16] - Macro, 12M AUM Weighted: 9.64%, Mean: 7.92%, Median: 7.58%[16] - Quant, 12M AUM Weighted: 8.72%, Mean: 6.55%, Median: 6.74%[16] - Arbitrage, 12M AUM Weighted: 5.87%, Mean: 3.79%, Median: 6.88%[16] - HF Composite, 12M AUM Weighted: 11.29%, Mean: 10.33%, Median: 9.33%[16]