Pierpaolo Ferrari’s research while affiliated with Università degli Studi di Brescia and other places

What is this page?


This page lists works of an author who doesn't have a ResearchGate profile or hasn't added the works to their profile yet. It is automatically generated from public (personal) data to further our legitimate goal of comprehensive and accurate scientific recordkeeping. If you are this author and want this page removed, please let us know.

Publications (14)


Stages of Investment Management Policy
  • Chapter

October 2024

·

14 Reads

Pierpaolo Ferrari

This chapter identifies and investigates the stages of the investment portfolio management, dividing the investment process into the following stages: the identification of the objectives and the constraints of the investment policy; the formalisation of the investment strategy; the implementation of the financial strategy; the periodic rebalancing of the portfolio; the assessment of results and risk control. The starting point for setting up an investment management policy is the identification of the objectives and obligations of the investor. Once the objectives and constraints of the investment policy have been defined, institutional investors need to identify the financial strategy they intend to implement, in order to achieve efficient risk-return combinations from the resources invested during a given period of time. In order to reach these objectives, the investor must identify: the approach underlying the investment policy; financial instruments in which to invest and the associated risks; ex ante constraints to risk exposure; management style adopted; management method, whether internal or delegated, to adopt when such a choice is possible; and organisational division of tasks and responsibilities of the various subjects involved in the investment process. The financial strategy must be subjected to periodical review, in order to assess its effective congruence with the objectives and requirements of the investor. This chapter provides an in-depth analysis of each stage of the investment management policy.


Performance Evaluation

October 2024

·

21 Reads

The performance evaluation of an investment portfolio is designed to appraise the quality of the asset manager’s work by analysing the outcomes achieved and the ways in which these results were obtained. This activity involves the identification of: (1) return on the investment portfolio, accounting for alternative calculation methods and selecting the most appropriate one, depending on the objective pursued; (2) portfolio risk, in its various absolute, asymmetric, and relative forms, and the related risk-adjusted performance indicators; (3) the asset manager’s ability to perform effective stock picking by selecting the best stocks on the reference market; (4) the asset manager’s ability to perform profitable market timing through effective tactical asset allocation, by temporarily overweight the sectors and asset classes which will outperform the market and, at the same time, underweight those which will underperform; (5) performance persistence, understood as an evaluation of the continuity and frequency with which the asset manager ranks in the best percentiles of his/her reference peer group.


Collective Investment Vehicles and Other Asset Management Products

October 2024

·

1 Read

This chapter looks at the economic, technical, and regulatory issues of asset management products, with particular attention paid to collective investment vehicles. Investment fund classification and the alternative legal structures (common funds, open-end investment companies, unit trusts) for conducting collective portfolio management are examined. Management strategies and the choice between active management and indexed management are also investigated. Restrictions to investment policies, public documentation, and charges of investment funds are explored, assuming the perspective of European Union investors. The final part of the chapter examines other types of asset management products, like individual portfolio management, investment-oriented insurance policies, and structured products, which have a high rate of substitutability with investment funds and represent their natural competitors.


Integrating Sustainability Criteria into the Investment Process

October 2024

·

3 Reads

Sustainable investments encompass a set of investment strategies that, when evaluating companies and institutions, integrate financial analysis with environmental, social, and governance criteria (ESG), aiming to create value for investors and society as a whole. Sustainable investments involve a holistic approach that considers not only financial performance but also the broader impact of companies on the environment, society, and governance structures. Specifically, environmental considerations pertain to the challenges of climate change, ecosystem impacts, and related risks; social considerations address issues of inequality, inclusiveness, labour relations, investment in human capital, and improving relations within communities; and governance of public and private institutions relates to the evolution of the corporate governance model and the issues faced by workers and their trade union representatives. This chapter explores strategies for effectively integrating sustainability criteria into the investment process.


The integration of environmental, social and governance criteria in portfolio optimization: An empirical analysis

November 2023

·

32 Reads

·

4 Citations

Corporate Social Responsibility and Environmental Management

The increasing interest of investors in environmental, social, and governance (ESG) issues has prompted asset managers to develop new approaches to strategic asset allocation that can effectively integrate ESG factors into the optimization process. This study reviews the main techniques of the most recent ESG‐efficient portfolio optimization models. Furthermore, this study conducts an empirical investigation to identify the impact of ESG constraints on mean–variance efficient allocations, and extends existing approaches by incorporating a downside risk framework. Our findings reveal that social and combined ESG ratings mitigate the negative skewness of portfolio returns, and that ESG rating, environmental rating, social rating, and combined ESG rating allow the sustainable investor to incur lower transaction costs.


Descriptive statistics of the indices.
Sharpe ratios of portfolios.
Variance, turnover, and short interest of portfolios.
Portfolio Constraints: An Empirical Analysis
  • Article
  • Full-text available

January 2022

·

199 Reads

·

8 Citations

International Journal of Financial Studies

Mean-variance optimization often leads to unreasonable asset allocations. This problem has forced scholars and practitioners alike to introduce portfolio constraints. The scope of our study is to verify which type of constraint is more suitable for achieving efficient performance. We have applied the main techniques developed by the financial community, including classical weight, flexible, norm-based, variance-based, tracking error volatility, and beta constraints. We employed panel data on the monthly returns of the sector indices forming the MSCI All Country World Index from January 1995 to December 2020. The assessment of each strategy was based on out-of-sample performance, measured using a rolling window method with annual rebalancing. We observed that the best strategies are those subject to constraints derived from the equal-weighted model. If the goal is the best compromise between absolute return, efficiency, total risk, economic sustainability, diversification, and ease of implementation, the best solution is a portfolio subject to no short selling and bound either to the equal weighting or to TEV limits. Overall, we found that constrained optimization models represent an efficient alternative to classic investment strategies that provide substantial advantages to investors.

Download

The level of sustainability and mutual fund performance in Europe: An empirical analysis using ESG ratings

July 2021

·

683 Reads

·

70 Citations

Corporate Social Responsibility and Environmental Management

Over recent years, investors' attention on the environment, social responsibility, and governance (ESG) has been growing. At the same time, managers, investors, and regulators are interested in ascertaining whether mutual funds that invest in ESG‐compliant assets perform better than those with a low ESG commitment. The sustainability of funds' portfolios can be measured by ESG ratings, a measure of the financially material ESG factors of the securities held by a fund. Our study therefore aims to verify whether funds with high ESG ratings outperform funds with low ESG ratings, considering the risks taken, including higher moments, and costs borne by investors. Our analysis is carried out on a sample of 634 European mutual funds. By using data envelopment analysis, it provides evidence of the superior efficiency of funds investing in high ESG‐rated securities.


Fundamentals-weighting vs. Capitalization-weighting: An Empirical Comparison

April 2021

·

36 Reads

·

1 Citation

Following the criticism surrounding capitalization-weighting, both academic and practitioner communities have developed alternative approaches to portfolio construction. We analyze one of these approaches, fundamentals-based weighting, which identifies the weights of portfolio constituents on the basis of their market multiples and accounting ratios. Our analysis is carried out on four fundamentals-weighted portfolios (FW) based on four different weighting variants, the capitalization-weighted portfolio (CW), and the equally-weighted (EW) portfolio, from January 2004 to December 2020, and in two subperiods (2004–2011 and 2011–2020). We find that in the first subperiod, the EW portfolio shows the highest risk-adjusted performance, followed by the FW portfolios. In contrast, in the second subperiod and in the period as a whole, the CW portfolio outperforms the other portfolios in terms of risk-adjusted performance. Overall, we conclude that both FW portfolios and the EW portfolio do not exhibit superior results when compared with the classic CW portfolio. Therefore, we have shown that FW and EW techniques provide superior risk-adjusted performance only during a period of exceptional financial turmoil. However, under normal conditions, they cannot be recommended as a rational investment strategy. JEL classification numbers: G11, G14. Keywords: Fundamental weighting, Capitalization weighting, Equal weighting, Value investing, Indexed investing.


The impact of sectorial and geographical segmentation on risk-based asset allocation techniques

October 2019

·

285 Reads

·

2 Citations

Investment Management and Financial Innovations

In the last decades, risk-based portfolio construction techniques have enjoyed a widespread diffusion in the financial community. This study aims at evaluating how these portfolio construction techniques produce different results depending on whether the segmentation of the stock market investment universe is based on sectorial or geographical criteria. An empirical analysis, applied on the global equity market, is carried out by making use of the typical and most advanced statistical and financial evaluation measures. Geographical segmentation is carried out in relation to the listing market, while sectorial segmentation is made in relation to the productive sectors to which individual companies belong. Our comparative analysis provides substantially coherent results, demonstrating a significant preference for the sectorial criterion compared to the geographic one. In conclusion, this result can be attributed to the subdivision of the investment universe into sectorial indices characterized by greater internal coherence and better external differentiation, in addition to the lower concentration of sectorial segmentation compared to the geographical one.


Table 1 . Ranking of stocks
Table 2 . Daily returns for 20 stocks
Table 3 . Daily returns for 13 stocks
Table 4 . List of opening dates
Dispersion trading: An empirical analysis on the S&P 100 options

March 2019

·

5,085 Reads

·

2 Citations

Investment Management and Financial Innovations

This study provides an empirical analysis back-testing the implementation of a dispersion trading strategy to verify its profitability. Dispersion trading is an arbitrage-like technique based on the exploitation of the overpricing of index options, especially index puts, relative to individual stock options. The reasons behind this phenomenon have been traced in literature to the correlation risk premium hypothesis (i.e., the hedge of correlations drifts during market crises) and the market inefficiency hypothesis. This study is aimed at evaluating whether dispersion trading can be implemented with success, with a focus on the Standard & Poor’s 100 options. The risk adjusted return of the strategy used in this empirical analysis has beaten a buy-and-hold alternative on the S&P 100 index, providing a significant over-performance and a low correlation with the stock market. The findings, therefore, provide an evidence of inefficiency in the US options market and the presence of a form of “free lunch” available to traders focusing on options mispricing.


Citations (7)


... It is important to reinforce the difference of this framework and the works of Abate, Basile and Ferrari (2023) and Cao and Wirjanto (2023) that use a similar approach to calculate portfolios' ESG risks. These two works consider an ESG target constraint in the optimization process. ...

Reference:

ESG integration strategy with a multivariate normal distribution Estratégia de integração ESG com uma distribuição normal multivariada
The integration of environmental, social and governance criteria in portfolio optimization: An empirical analysis
  • Citing Article
  • November 2023

Corporate Social Responsibility and Environmental Management

... Opting for a GMV model aligns with concerns about absolute risk. In conclusion, constrained optimization models are a compelling alternative to conventional investment strategies, offering substantial advantages to discerning investors [8]. This theory, on the one hand, better provides a refined analytical solution for portfolios based on risk measures. ...

Portfolio Constraints: An Empirical Analysis

International Journal of Financial Studies

... Their study on Norwegian funds shows that those with the highest ESG ratings generate significantly higher abnormal returns. Through data envelopment analysis, Tampakoudis et al. (2023) and Abate et al. (2021) demonstrate the superior efficiency of funds focused on high ESG-rated securities in relation to those with low ESG-rated holdings. Conversely, Papathanasiou and Koutsokostas (2024) reveal that high ...

The level of sustainability and mutual fund performance in Europe: An empirical analysis using ESG ratings
  • Citing Article
  • July 2021

Corporate Social Responsibility and Environmental Management

... Various well-known portfolio construction methods exist globally, including cap-weighted approaches, single index models, mean-variance, each using a specific technique. The capital-weighted method uses market capitalization as a benchmark, sometimes leading to overvaluation of large stocks and poor performance, thus encouraging investors to put money on inefficient stocks (Abate, Bonafini, and Ferrari 2021). The single index model assumes market efficiency and systematic factors reflect asset prices, using stock beta as a portfolio guide, although the market is not always efficient (Srivastava 2022). ...

Fundamentals-weighting vs. Capitalization-weighting: An Empirical Comparison
  • Citing Article
  • April 2021

... Each one is composed of financial instruments that are as homogenous as possible and are exposed to distinct sources of systematic risk, such as macroeconomic and political factors. Moreover, these sectorial indices are very transparent and liquid, and they are characterized by greater internal coherence and better external differentiation than geographical ones, implying more dissimilar correlations (Basile et al. 2019). These asset classes cover the entire investment universe. ...

The impact of sectorial and geographical segmentation on risk-based asset allocation techniques

Investment Management and Financial Innovations

... New York, NY, USA in 2019 with headquarter in New York City, United States), an alternative asset manager with $34.5bn total assets under management [11], set up a dispersion trade worth around $8.8bn on the S&P 100 index [12]. In academia, References [13][14][15] examined the profitability of dispersion trades and delivered evidence of substantial returns across markets. However, Reference [16] reported that returns declined after the year 2000 due to structural changes in options markets. ...

Dispersion trading: An empirical analysis on the S&P 100 options

Investment Management and Financial Innovations

... The optimal allocation of the assets that make up the portfolio depends on the estimation of the expected return and the variance-covariance matrix. As an estimation of the future may be uncertain, the returns and the variance-covariance matrix could be inaccurately estimated, giving place to poor out-of-sample performance (Basile & Ferrari, 2016). In addition, the sensitivity of portfolio weights to changes in the means of the assets is considerably high (Best & Grauer, 1991). ...

Asset Management and Institutional Investors
  • Citing Book
  • January 2016