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西红柿面 · 2025年05月18日

Characteristic 3

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NO.PZ201809170400000703

问题如下:

Aleksy Nowacki is a new portfolio manager at Heydon Investments. The firm currently offers a single equity fund, which uses a top-down investment strategy based on fundamentals. Vicky Knight, a junior analyst at Heydon, assists with managing the fund. Nowacki has been hired to start a second fund, the Heydon Quant Fund, which will use quantitative active equity strategies. Nowacki and Knight meet to discuss distinct characteristics of the quantitative approach to active management, and Knight suggests three such characteristics:

Characteristic 1 The focus is on factors across a potentially large group of stocks.

Characteristic 2 The decision-making process is systematic and non-discretionary.

Characteristic 3 The approach places an emphasis on forecasting the future prospects of underlying companies.

Nowacki states that quantitative investing generally follows a structured and welldefned process. Knight asks Nowacki:

“What is the starting point for the quantitative investment process?”

The new Heydon Quant Fund will use a factor-based strategy. Nowacki assembles a large dataset with monthly standardized scores and monthly returns for the strategy to back-test a new investment strategy and calculates the information coefficient. FS(t) is the factor score for the current month, and FS(t + 1) is the score for the next month. SR(t) is the strategy’s holding period return for the current month, and SR(t+1) is the strategy’s holding period return for the next month.

As an additional step in back-testing of the strategy, Nowacki computes historical price/book ratios (P/Bs) and price/earnings ratios (P/Es) using calendar year-end (31 December) stock prices and companies’ financial statement data for the same calendar year. He notes that the financial statement data for a given calendar year are not typically published until weeks after the end of that year.

Because the Heydon Quant Fund occasionally performs pairs trading using statistical arbitrage, Nowacki creates three examples of pairs trading candidates, presented in Exhibit 1. Nowacki asks Knight to recommend a suitable pair trade.


Knight foresees a possible scenario in which the investment universe for the Heydon Quant Fund is unchanged but a new factor is added to its multifactor model. Knight asks Nowacki whether this scenario could affect the fund’s investment-style classifcations using either the returns-based or holdings-based approaches.


Which characteristic suggested by Knight to describe the quantitative approachto active management is incorrect?

选项:

A.

Characteristic 1

B.

Characteristic 2

C.

Characteristic 3

解释:

C is correct. Quantitative analysis uses a company’s history to arrive at investment decisions. The quantitative decision-making process is systematic and non-discretionary (whereas the fundamental decision-making process is more discretionary), and the focus of the quantitative approach is on factors across a potentially large group of stocks (whereas fundamental strategies focus on a relatively small group of stocks). In contrast, fundamental analysis (not quantitative analysis) emphasizes forecasting future prospects, including the future earnings and cash flows of a company.

Characteristic 3 The approach places an emphasis on forecasting the future prospects of underlying companies.是这么说的;


NO.PZ202207040100000306是这么说的


请教两者的区别

1 个答案

笛子_品职助教 · 2025年05月19日

嗨,爱思考的PZer你好:


这道题是pair trade(配对交易)套利。

配对交易需要的条件:历史上高相关,历史价格关系有均值回归特征。在价格突破价差区间的时候,做回归。


202207040100000306是指基本面主动管理。

基本面主动管理需要做一定的未来收益预测,例如DCF模型就需预测公司未来的earning。


同学可以说一说这两个题目的相同点在哪里,老师认为这两道题是完全独立的,两题没有什么关联。

----------------------------------------------
就算太阳没有迎着我们而来,我们正在朝着它而去,加油!

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2023-08-09 00:33 1 · 回答

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2020-08-30 17:01 1 · 回答

CharacteristiCharacteristi C is correct. Quantitative analysis uses a company’s history to arrive investment cisions. The quantitative cision-making process is systematic annon-scretionary (wherethe funmentcision-making process is more scretionary), anthe focus of the quantitative approais on factors across a potentially large group of stocks (wherefunmentstrategies focus on a relatively small group of stocks). In contrast, funmentanalysis (not quantitative analysis) emphasizes forecasting future prospects, inclung the future earnings ancash flows of a company. 这道题解析说不能预测未来,那岂不是跟第11题矛盾了?

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