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个性化多账户投资组合优化

Personalized Multiple Account Portfolio Optimization

Financial Analysts Journal · 2023
被引 6
人大 BABS 3

中文导读

提出一个多账户alpha跟踪误差框架,同时优化投资者不同税务处理、现有持仓、税务批次和机会集的多个账户,并考虑税收和交易成本,实现个性化投资组合管理。

Abstract

I develop a multi-account alpha-tracking error framework that simultaneously optimizes across an investor’s multiple accounts with different tax treatments, existing holdings, tax lots, and opportunity sets while considering taxes and trade costs in a single optimization. The objective function includes an optional term for an investor’s nonpecuniary preferences, such as various environmental, social, and governance (ESG) characteristics. By running the multi-account optimizer regularly, it also serves as a personalized asset location optimizer, tax-loss harvester, portfolio rebalancer, roll-over optimizer, and new client onboarding transition optimizer that simultaneously considers the numerous interconnected tradeoffs to produce ongoing personalized portfolio management.

投资组合优化税务管理资产配置ESG投资金融科技