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Supply and Demand Power of Gold Influencing Gold Pricing 黄金供求力对黄金定价的影响
Pub Date : 2019-10-31 DOI: 10.3905/jwm.2019.1.088
Manu Sharma, Puneet Gupta, R. Gopal
This research analysis establishes a relationship between historical gold prices and two independent variables: the supply and the demand for gold. It goes on to determine the robustness of this relationship, and to explain the extent and degree of variance in the relationship by computing the coefficient of correlation and the coefficient of determination using two different methods. The results show a correlation between gold prices and gold supply, but a lower correlation between gold prices and gold demand. TOPICS: Wealth management, other real assets Key Findings • How demand influences price of gold. • How supply influences price of gold. • Regression coefficients of supply and demand for pricing.
本研究分析建立了历史黄金价格与两个自变量之间的关系:黄金供应和需求。它继续确定这种关系的稳健性,并通过使用两种不同的方法计算相关系数和决定系数来解释关系中的方差程度。结果表明,金价与黄金供应之间存在相关性,但金价与黄金需求之间的相关性较低。主题:财富管理,其他实物资产关键发现•需求如何影响黄金价格。•供应如何影响黄金价格。•定价的供需回归系数。
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引用次数: 0
A Regime Change: Non-Linearity in Wealth and Investment Management 制度变迁:财富与投资管理的非线性
Pub Date : 2019-10-31 DOI: 10.3905/jwm.2019.22.3.021
Matthias W. Uhl, P. Rohner
The wealth and investment management industries are undergoing significant structural changes due to technological advancements, updated client needs, and regulatory challenges. The authors highlight the advantages to financial advisors of accepting non-linearity in business models, client requirements, and investment strategies vs. relying on established linear value chains, outdated client beliefs, and linearity in investment strategies. TOPICS: Wealth management, statistical methods, simulations, big data/machine learning Key Findings • The wealth and investment management industries are undergoing significant structural changes due to technological advancements, updated client needs, and regulatory challenges. • We highlight the advantages to financial advisors of accepting non-linearity in business models, client requirements, and investment strategies vs. relying on established linear value chains, outdated client beliefs, and linearity in investment strategies. • When clients and their needs become the system, we have arrived at the next stage of wealth and investment management.
由于技术进步、客户需求更新和监管挑战,财富和投资管理行业正在经历重大的结构变化。作者强调了财务顾问接受商业模式、客户要求和投资策略中的非线性相对于依赖已建立的线性价值链、过时的客户信念和投资策略的线性的优势。主题:财富管理、统计方法、模拟、大数据/机器学习关键发现•由于技术进步、客户需求更新和监管挑战,财富和投资管理行业正在经历重大结构变化。•我们强调了财务顾问接受商业模式、客户要求和投资策略中的非线性相对于依赖已建立的线性价值链、过时的客户信念和投资策略的线性的优势。•当客户及其需求成为系统时,我们就进入了财富和投资管理的下一阶段。
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引用次数: 0
Markowitz Portfolios with Graham Bands in the Accumulation Phase Markowitz与Graham Bands在积累阶段的投资组合
Pub Date : 2019-09-12 DOI: 10.3905/jwm.2019.1.084
P. Hagelstein, I. Lackner, J. Otto, A. Perona, R. Piziak
In this article, the authors consider historical real returns of tax-exempt portfolios consisting of equities and short-term bonds over 90 different 30-year time periods from 1900 to 2018, in which fixed real contributions were made to the portfolios annually. Two main types of portfolios are considered. The first is a “Markowitz portfolio” in which the investor annually contributed evenly between equities and bonds and never rebalanced the portfolio. The second is a “Markowitz portfolio with Graham bands,” in which the investor annually contributed evenly between equities and bonds but rebalanced the portfolio to an overall 50/50 allocation whenever the equity or the bond portion of the portfolio exceeded 75% of the overall portfolio value. The authors also consider analogous results when short-term bonds were replaced by less-liquid guaranteed income instruments, such as TIAA Traditional, providing higher yields. These results are intended to provide useful historical data to assist investors in the accumulation phase and their advisors in asset allocation decisions. TOPICS: Portfolio theory, portfolio construction, equity portfolio management Key Findings • Historically, investors in a thirty-year accumulation phase have done well by contributing half of their investments in an index fund modeling the S&P 500 and the other half in short-term government securities; never rebalancing. In this article, such a portfolio is called a “Markowitz portfolio.” • Investors in a thirty-year accumulation phase have also historically done well by contributing half of their investments to an S&P index fund and the other half to short-term government securities; rebalancing the portfolio back to a 50/50 allocation whenever either the equity or the bond portion of the portfolio exceeded 75% of the overall value. Such an investment strategy is consistent with one advocated by Benjamin Graham. However, such rebalancing has had a historical tendency to provide portfolio returns lower than that of the Markowitz portfolio indicated above. • Since 1900, investors implementing either of the above two strategies, when contributing annually a constant real value to their portfolios, never had in the accumulation phase the bond portion exceed 75% of the overall portfolio value. Hence, investors sympathetic to either of the above allocations might wish to consider placing the bond portion of their portfolios into less-liquid instruments typically providing a higher yield. Historically, such investment modification has provided improved returns.
在这篇文章中,作者考虑了1900年至2018年90个不同的30年时间段内由股票和短期债券组成的免税投资组合的历史实际回报,其中每年对投资组合的实际贡献是固定的。主要考虑两种类型的投资组合。第一种是“马科维茨投资组合”,投资者每年在股票和债券之间平均投资,从不重新平衡投资组合。第二种是“马科维茨格雷厄姆波段投资组合”,在这种投资组合中,投资者每年在股票和债券之间平均投资,但当投资组合中的股票或债券部分超过总投资组合价值的75%时,就会重新平衡投资组合,使其整体配置达到50/50。作者还考虑了当短期债券被流动性较差的保证收益工具(如TIAA Traditional)取代时的类似结果,这些工具提供了更高的收益率。这些结果旨在提供有用的历史数据,以帮助投资者在积累阶段和他们的顾问在资产配置决策。•从历史上看,在30年的积累阶段,投资者通过将一半的投资投入标准普尔500指数基金,另一半投资于短期政府证券,取得了很好的成绩;永远不会再平衡。在本文中,这样的投资组合被称为“马科维茨投资组合”。•在30年累积阶段的投资者,将一半投资于标准普尔指数基金,另一半投资于短期政府证券,从历史上看,他们的表现也不错;当投资组合中的股票或债券部分超过整体价值的75%时,将投资组合重新调整为50/50分配。这种投资策略与本杰明•格雷厄姆(Benjamin Graham)所倡导的策略是一致的。然而,这种再平衡的历史趋势是提供的投资组合回报低于上述马科维茨投资组合。•自1900年以来,实施上述两种策略中的任何一种的投资者,当每年为其投资组合贡献恒定的实际价值时,在累积阶段,债券部分从未超过整体投资组合价值的75%。因此,支持上述配置的投资者可能希望考虑将其投资组合中的债券部分投资于流动性较差的工具,这些工具通常提供更高的收益率。从历史上看,这种投资调整提供了更高的回报。
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引用次数: 0
Concepts, Components, and Collections of Trading Strategies and Market Color 交易策略和市场色彩的概念、组成部分和集合
Pub Date : 2019-09-12 DOI: 10.3905/jwm.2019.1.082
R. Kashyap
This article offers a collection of various trading strategies and useful pieces of market information that might help to implement such strategies. The list is meant to be comprehensive (though by no means exhaustive) and hence the author only provides pointers and further sources to explore each strategy further. To set the stage for this exploration, he considers the factors that determine good and bad trades, the notions of market efficiency, the real prospect amid the seemingly high expectations of homogeneous expectations from human beings, and the catch-22 connotations that arise when comprehending the true meaning of rational investing. The author broadly classifies trading ideas and client market color material into delta-one and derivative strategies, since this acts as a natural categorization that depends on the expertise of the various trading desks that implement these strategies. For each strategy, he offers a core idea and presents different flavors of this central theme to demonstrate that we can easily cater to the varying risk appetites, regional preferences, asset management styles, investment philosophies, liability constraints, investment horizons, notional trading size, trading frequency, and other preferences of different market participants. TOPICS: Portfolio theory, portfolio construction, equity portfolio management Key Findings • Collection of trading strategies and market information that is helpful to implement such strategies. • Exploration of factors that determine good and bad trades and notions of market efficiency. • Catch-22 connotations that arise when considering the true meaning of rational investing.
本文提供了各种交易策略和有用的市场信息的集合,这些信息可能有助于实施这些策略。该列表旨在全面(尽管并非详尽无遗),因此作者只提供了进一步探索每种策略的指针和进一步的来源。为了为这一探索奠定基础,他考虑了决定好交易和坏交易的因素、市场效率的概念、人类对同质期望的看似高期望中的真实前景,以及在理解理性投资的真正含义时出现的第二十二条军规含义。作者将交易理念和客户市场色彩材料大致分为德尔塔策略和衍生策略,因为这是一种自然的分类,取决于实施这些策略的各个交易部门的专业知识。对于每一种策略,他都提供了一个核心理念,并展示了这个中心主题的不同风格,以证明我们可以很容易地满足不同市场参与者的不同风险偏好、区域偏好、资产管理风格、投资理念、负债约束、投资视野、名义交易规模、交易频率和其他偏好。主题:投资组合理论、投资组合构建、股权投资组合管理关键发现•收集有助于实施此类策略的交易策略和市场信息。•探索决定好交易和坏交易的因素以及市场效率的概念。•当考虑到理性投资的真正含义时,会产生第二十二条军规的含义。
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引用次数: 3
Diversification Benefits, Where Art Thou? 多元化的好处,你在哪里?
Pub Date : 2019-09-07 DOI: 10.3905/jwm.2019.1.081
S. Pittman, Amneet Singh, S. Srinivasan
Following the global financial crisis, a portfolio concentrated in US large cap equity and aggregate fixed income has provided higher returns than diversified portfolios through 2019. Such a prolonged experience causes investors to question the benefits of diversification. This leads us to use a longer history of data across 15 asset classes to understand the historical benefits of diversifying a portfolio with international equity, real assets, and below-investment-grade fixed income. The authors’ results portray the frequency and magnitude of risk-adjusted return improvement coming from different diversifying asset classes over five-year holding periods. The authors find that certain asset classes, such as below-investment-grade fixed income, regularly improve risk-adjusted return of the portfolio, while other asset classes like commodities improve risk-adjusted returns less frequently. Further, they observe that some asset classes do not deliver meaningful risk-adjusted return improvements in the presence of other asset classes. Their conclusion is that investors should continue to build diversified portfolios, but in doing so they should consider that some asset classes more consistently improved risk-adjusted returns than others. TOPICS: Wealth management, retirement, fixed-income portfolio management Key Findings • Certain asset classes, such as below-investment-grade fixed income, have provided consistent diversification benefits through time, while other asset classes, such as commodities (despite its low correlation to other asset classes), have less frequently improved portfolio performance. • Some asset classes have not delivered meaningful portfolio diversification benefits in the presence of other asset classes during the periods we examined. • We observe cyclicality in the improvement of portfolio returns from holding a more diversified portfolio. The periodicity appears longer than the US business cycle. Moreover, the time series of relative price-to-earnings ratios of US and international equity appears to move countercyclically with the outperformance of diversified portfolios.
全球金融危机后,截至2019年,专注于美国大盘股和固定收益总额的投资组合比多元化投资组合提供了更高的回报。这种长期的经历让投资者质疑多元化的好处。这使我们能够使用15种资产类别的更长历史数据来了解国际股票、实物资产和低于投资级固定收益的投资组合多样化的历史好处。作者的研究结果描绘了五年持有期内不同多元化资产类别带来的风险调整后回报改善的频率和幅度。作者发现,某些资产类别,如低于投资级别的固定收益,定期提高投资组合的风险调整回报率,而商品等其他资产类别提高风险调整回报的频率较低。此外,他们观察到,在存在其他资产类别的情况下,一些资产类别并不能带来有意义的风险调整回报改善。他们的结论是,投资者应该继续建立多元化的投资组合,但在这样做的时候,他们应该考虑到一些资产类别比其他资产类别更持续地提高了风险调整后的回报。主题:财富管理、退休、固定收益投资组合管理关键发现•某些资产类别,如低于投资级别的固定收益,随着时间的推移,提供了一致的多元化收益,而其他资产类别,例如大宗商品(尽管与其他资产类别的相关性较低),投资组合业绩的改善频率较低。•在我们研究的期间,在存在其他资产类别的情况下,一些资产类别没有带来有意义的投资组合多元化收益。•我们观察到,持有更多元化的投资组合会带来投资组合回报的改善。周期性似乎比美国商业周期更长。此外,美国和国际股票的相对市盈率时间序列似乎随着多元化投资组合的跑赢表现而逆周期变化。
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引用次数: 0
Using the Volatility Risk Premium to Mitigate the Next Financial Crisis 利用波动性风险溢价缓解下一次金融危机
Pub Date : 2019-08-26 DOI: 10.3905/jwm.2019.1.078
Weili Ge
Ten years have passed since the trough of the Global Financial Crisis, and the US equity market has experienced one of the longest stretches of ascent in history. Some investors have started questioning whether the US stock market is overvalued and if a recession is on the way. It is usually impossible to predict the next financial crisis. An investor’s best course of action may be to adjust the investment portfolio to be resilient against potential market headwinds. This article argues for utilizing the volatility risk premium (VRP), specifically option-selling VRP strategies, to mitigate the losses the portfolio may suffer from a future financial crisis. Such a VRP strategy, if implemented with out-of-the-money equity index options, can help investors cushion the losses from an equity market crash and recover more quickly than the broad equity market. Investors can utilize the VRP by itself or combine it with traditional equity to construct the most suitable investment strategies. This article further examines implementation choices of such strategies and stress tests their performance with four representative crises from the past three decades. TOPICS: Analysis of individual factors/risk premia, wealth management, financial crises and financial market history Key Findings • The US equity market may be overvalued after the decade-old rally, and an investor’s best approach may be portfolio adjustment against potential market headwinds. • The volatility risk premium (VRP), specifically option-selling VRP strategies, can help investors mitigate losses the portfolio may suffer from a future financial crisis. • Two mechanisms help overlay VRP strategies: low delta options only initiate payouts after the index fall below strike prices; higher implied volatility (IV) translates into higher premium collection in crisis times.
全球金融危机的低谷已经过去了十年,美国股市经历了历史上最长的上涨期之一。一些投资者开始质疑美国股市是否被高估,以及经济衰退是否即将到来。通常无法预测下一次金融危机。投资者最好的做法可能是调整投资组合,以抵御潜在的市场逆风。本文主张利用波动性风险溢价(VRP),特别是期权销售VRP策略,来减轻投资组合在未来金融危机中可能遭受的损失。这种VRP策略,如果与资金外股票指数期权一起实施,可以帮助投资者缓冲股市崩盘造成的损失,并比整个股市更快地复苏。投资者可以单独使用VRP,也可以将其与传统股权相结合,构建最合适的投资策略。本文进一步考察了这些战略的实施选择,并通过过去三十年中四次具有代表性的危机对其表现进行了压力测试。主题:对个别因素/风险溢价、财富管理、金融危机和金融市场历史的分析关键发现•美国股市在经历了十年的反弹后可能被高估,投资者的最佳方法可能是针对潜在的市场逆风调整投资组合。•波动性风险溢价(VRP),特别是期权销售VRP策略,可以帮助投资者减轻投资组合在未来金融危机中可能遭受的损失。•有两种机制有助于覆盖VRP策略:低德尔塔期权只有在指数低于执行价格后才开始支付;更高的隐含波动率(IV)转化为危机时期更高的保费收取。
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引用次数: 0
Should Taxable Investors Shun Dividends? 应纳税投资者应该避开股息吗?
Pub Date : 2019-08-26 DOI: 10.3905/jwm.2019.1.080
Ronen Israel, Joseph Liberman, Nathan Sosner, Lixin Wang
While the benefits of capital gains management to the tax efficiency of investment strategies have been extensively documented in the literature, evidence on the benefits of avoiding high-dividend-paying stocks is less conclusive. We evaluate the tax benefit of dividend avoidance for quantitative multi-style strategies and find that it generally reduces implementation efficiency, thus lowering expected pre-tax returns. The reduction in implementation efficiency is particularly pronounced for strategies with naturally higher dividend yields, such as those with a large exposure to the value style. Importantly, dividend avoidance detracts from the ability to manage capital gains. All things considered, the tax benefit of lowering the dividend yield is not enough to compensate for the associated increase in capital gains taxes and decrease in expected pre-tax returns. TOPICS: Factor-based models, equity portfolio management Key Findings • We find that dividend avoidance generally reduces implementation efficiency of quantitative multi-style strategies, thus lowering their expected pre-tax returns. The reduction in implementation efficiency is particularly pronounced for strategies with naturally higher dividend yields, such as strategies with a large exposure to the value style. • Moreover, dividend avoidance detracts from the ability to manage capital gains. • All things considered, we conclude that the tax benefit of lowering the dividend yield is not enough to compensate for the associated increase in capital gains taxes and decrease in expected pre-tax returns.
虽然资本收益管理对投资策略的税收效率的好处在文献中得到了广泛的记录,但关于避免高股息支付股票的好处的证据却不那么确凿。我们评估了定量多风格策略的股息规避的税收效益,发现它通常会降低执行效率,从而降低预期税前回报。对于股息收益率自然较高的策略,例如那些对价值风格有大量敞口的策略,执行效率的降低尤为明显。重要的是,避免派息削弱了管理资本利得的能力。考虑到所有因素,降低股息收益率的税收利益不足以补偿相关的资本利得税的增加和预期税前回报的减少。•我们发现,回避股息通常会降低量化多风格策略的实施效率,从而降低其预期税前回报。对于具有自然较高股息收益率的策略,例如具有大量价值风格的策略,执行效率的降低尤为明显。•此外,避免分红降低了管理资本收益的能力。•考虑到所有因素,我们得出结论,降低股息收益率的税收优惠不足以弥补资本利得税的相关增加和预期税前回报的减少。
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引用次数: 3
Mutual Funds are Subject to Market Risks: Empirical Evidence From India 共同基金面临市场风险:来自印度的经验证据
Pub Date : 2019-07-31 DOI: 10.3905/jwm.2019.22.2.066
Sonali Agarwal
Academicians and investigators all over the world examine the effects of various macroeconomic variables on security markets, but studies on the repercussions for portfolios are not prominent. This study attempts to address this aspect by performing an exploratory, longitudinal study on 41 mutual funds (belonging to two categories, energy funds and gold funds). Using three-year daily net asset values (NAVs) of these funds and daily values of nine selected macroeconomic variables, the study analyzes the data using time-series nonstationary methods to explore the impact of macroeconomic variables on the chosen funds. The macroeconomic variables were found to affect both fund types, but in different ways. Investment in energy funds changed whenever there was a change in money supply. A positive effect was seen on gold fund NAVs with a change in interest rates. The major impact came from own-fund information when excited by shocks of one standard deviation. The study establishes causality between various mutual funds and the chosen macroeconomic variables. This study accentuates the interrelationship between the macro-economy and the stock market and stresses the need for investors as well as fund managers to understand the global scenario in order to make profitable deals. This insight could also help in developing better fund schemes. TOPICS: Commodities, mutual fund performance, emerging markets
世界各地的学者和调查人员研究了各种宏观经济变量对证券市场的影响,但对投资组合影响的研究并不突出。本研究试图通过对41只共同基金(分为两类,能源基金和黄金基金)进行探索性纵向研究来解决这一问题。本研究使用这些基金的三年期每日净资产价值和九个选定宏观经济变量的每日价值,使用时间序列非平稳方法分析数据,以探讨宏观经济变量对选定基金的影响。宏观经济变量对这两种基金类型都有影响,但方式不同。只要货币供应量发生变化,对能源基金的投资就会发生变化。利率变化对黄金基金NAV产生了积极影响。当受到一个标准差的冲击时,主要影响来自自有基金的信息。该研究确定了各种共同基金与选定的宏观经济变量之间的因果关系。这项研究强调了宏观经济和股票市场之间的相互关系,并强调投资者和基金经理需要了解全球情况,以便进行有利可图的交易。这一见解也有助于制定更好的基金计划。主题:大宗商品、共同基金业绩、新兴市场
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引用次数: 2
The World Has Changed: Investing in the New Economy 世界已经改变:投资新经济
Pub Date : 2019-07-31 DOI: 10.3905/jwm.2019.1.076
Jeffrey B. Madden
Today’s higher proportion of investments in intangible assets versus tangible assets is emblematic of a structural change in value creation. Investors have experienced that the digital network effects and other changes of the “New Economy” provide a different path for big winners, unlike that of the “Old Economy.” Moreover, the deterioration in the usefulness of generally accepted accounting principles (GAAP) accounting in general, and price/earnings ratio (P/E) in particular, pose a significant problem for investors. However, there is a sizable opportunity to be found by focusing on what has not changed. That is, the long-term life-cycle performance of firms is driven by the interplay of managerial skill (especially for nurturing a firm’s knowledge-building proficiency) and competition. This life-cycle framework is a uniquely useful guide for investors to navigate the New Economy. A key ingredient is a firm’s economic returns adjusted for GAAP deficiencies, for example, capitalization of research & development expenditures. This article provides an example of how life-cycle thinking leads to practical investment insights along with a case study of IDEXX Laboratories. This example represents the type of analysis needed to generate alpha via a portfolio of firms with skills attuned to the New Economy. TOPICS: Security analysis and valuation, portfolio construction, performance measurement
今天,无形资产的投资比例高于有形资产,这标志着价值创造的结构性变化。投资者已经体会到,数字网络效应和“新经济”的其他变化为大赢家提供了一条不同于“旧经济”的道路。此外,一般公认会计原则(GAAP)会计的有用性的恶化,特别是市盈率(P/E),对投资者构成了一个重大问题。然而,通过关注那些没有改变的东西,你会发现一个相当大的机会。也就是说,企业的长期生命周期绩效是由管理技能(特别是培养企业的知识建设能力)和竞争的相互作用驱动的。这个生命周期框架是投资者驾驭新经济的独特有用指南。一个关键因素是公司根据公认会计准则(GAAP)缺陷调整后的经济回报,例如研发支出的资本化。本文提供了一个例子,说明生命周期思维如何导致实际的投资见解,以及IDEXX实验室的案例研究。这个例子代表了通过具有适应新经济的技能的公司组合产生alpha所需的分析类型。主题:证券分析与估值,投资组合构建,绩效评估
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引用次数: 0
How Much Is Behavioral Advice Worth? 行为建议值多少钱?
Pub Date : 2019-07-31 DOI: 10.3905/JWM.2019.1.077
Michael M. Pompian
Behavioral finance is a powerful tool when used effectively by investors and financial advisers. Although this usefulness is generally accepted in theory, the practical value of behavioral advice to investors has not been quantified to a large degree. The article provides a quantitative analysis of behavioral mistakes using a fictional case study of a private family that is making two key behavioral mistakes: loss aversion and mental accounting. First, these biases are explained, with examples. Next, the case study illustrates and quantifies investment losses due to behavioral mistakes. The key conclusion of the case study is that making behavioral mistakes causes investors to forgo returns, and this loss of return can be significant. However, if advisers and investors can recognize and correct behavioral mistakes, recouping or avoiding these gains is possible; these losses are not necessary. In sum, the value of behavioral advice is significant. TOPICS: Wealth management, long-term/retirement investing
当投资者和财务顾问有效使用行为金融时,行为金融是一种强大的工具。尽管这种有用性在理论上被普遍接受,但行为建议对投资者的实际价值尚未在很大程度上量化。本文通过一个虚构的案例研究,对一个正在犯两个关键行为错误的私人家庭的行为错误进行了定量分析:损失厌恶和心理会计。首先,举例说明这些偏差。接下来,案例研究说明并量化了由于行为失误造成的投资损失。案例研究的关键结论是,犯行为错误会导致投资者放弃回报,而这种回报损失可能是巨大的。然而,如果顾问和投资者能够认识到并纠正行为错误,那么收回或避免这些收益是可能的;这些损失是不必要的。总之,行为建议的价值是显著的。主题:财富管理、长期/退休投资
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引用次数: 0
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Journal of Wealth Management
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