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Full-Text Articles in Portfolio and Security Analysis

Doing Well By Doing Good: Analyzing The Dynamics And Effectiveness Of Corporate Engagement, Gillian Meyers Oct 2022

Doing Well By Doing Good: Analyzing The Dynamics And Effectiveness Of Corporate Engagement, Gillian Meyers

Independent Study Project (ISP) Collection

Sustainable investing and corporate climate action have grown exponentially in the last decade, generating a simultaneous need for customers, investors, and policymakers to determine when companies are genuinely achieving positive impact related to environmental, social, and corporate governance (ESG) factors. As a result, investors are increasingly employing ESG engagement, which typically takes the form of direct communication with holdings to determine and positively shape their impacts on their stakeholders. In this paper, I explore the reasoning for conducting ESG engagement and refute arguments against it. I fill an existing research gap by analyzing the benefits of ESG engagement to both …


Cognitive Biases Of Trained Finance Professionals In India: An Exploratory Analysis, Labanya Prakash Jena Aug 2022

Cognitive Biases Of Trained Finance Professionals In India: An Exploratory Analysis, Labanya Prakash Jena

Management Dynamics

Cognitive biases among trained financial professionals may lead to mismanagement of investment decision-making or inadequate utilization of resources. Not many studies in this domain are available in the Indian context. The objective of the study is to find out the main cognitive biases among finance professionals in India. Using my diverse professional online networks, 162 trained finance professionals’ survey responses are gathered for this study. I used Principal Component Analysis (PCA) method since it is suitable for this study. The PCA method allows to find out the critical group of factors incorporated in the questionnaire and derive the significant factors …


Active Learning With Cybersecurity, Carole Shook May 2022

Active Learning With Cybersecurity, Carole Shook

TFSC Publications and Presentations

A global campus grant was obtained in Spring 2020 to develop modules for Cybersecurity. This presentation encompasses the use of Cyberciege and case studies that require active learning of students.


Investor Sentiment And Paradigm Shifts In Equity Premium Forecasting, Liya Chu, Kai Li, Tony Xue-Zhong He, Jun Tu Apr 2022

Investor Sentiment And Paradigm Shifts In Equity Premium Forecasting, Liya Chu, Kai Li, Tony Xue-Zhong He, Jun Tu

Research Collection Lee Kong Chian School Of Business

This study investigates the impact of investor sentiment on excess equity return forecasting. A high (low) investor sentiment may weaken the connection between fundamental economic (behavioral-based non-fundamental) predictors and market returns. We find that although fundamental variables can be strong predictors when sentiment is low, they tend to lose their predictive power when investor sentiment is high. Non-fundamental predictors perform well during high-sentiment periods while their predictive ability deteriorates when investor sentiment is low. These paradigm shifts in equity return forecasting provide a key to understanding and resolving the lack of predictive power for both fundamental and non-fundamental variables debated …


High Sex Ratios And Household Portfolio Choice In China, Wenchao Li, Changcheng Song, Shu Xu, Junjian Yi Mar 2022

High Sex Ratios And Household Portfolio Choice In China, Wenchao Li, Changcheng Song, Shu Xu, Junjian Yi

Research Collection Lee Kong Chian School Of Business

This paper studies how high sex ratios (more men than women) affect household portfolio choice. Using data from a nationally representative Chinese household finance survey, we find that a 1 standard deviation increase in the sex ratio would raise the stock market participation rate by 2.9 percentage points or 52.2 percent for families with a son relative to families with a daughter. Our estimates imply that rising sex ratios explain around 10 percent of the significant growth in China’s stock market size in recent decades.


Race And Hedge Funds, Yan Lu, Narayan Y. Naik, Melvyn Teo Feb 2022

Race And Hedge Funds, Yan Lu, Narayan Y. Naik, Melvyn Teo

Research Collection Lee Kong Chian School Of Business

We find that minority operated funds deliver higher alphas, Sharpe ratios, and information ratios than do non-minority operated funds. Moreover, minority fund managers attended more selective schools, worked at higher status investment banks, and are more likely to hold post-graduate degrees. Yet, minority managers raise less start-up capital and attract lower investor flows. Racial homophily fuels investors' appetite for non-minority funds. To address endogeneity, we leverage on an event study of minority manager fund transitions and an instrumental variable analysis that exploits racial imprinting during childhood. The results suggest that minorities face significant barriers to entry in the hedge fund …


Forecasting Equity Index Volatility By Measuring The Linkage Among Component Stocks, Yue Qiu, Tian Xie, Jun Yu, Qiankun Zhou Jan 2022

Forecasting Equity Index Volatility By Measuring The Linkage Among Component Stocks, Yue Qiu, Tian Xie, Jun Yu, Qiankun Zhou

Research Collection School Of Economics

The linkage among the realized volatilities of component stocks is important when modeling and forecasting the relevant index volatility. In this article, the linkage is measured via an extended Common Correlated Effects (CCEs) approach under a panel heterogeneous autoregression model where unobserved common factors in errors are assumed. Consistency of the CCE estimator is obtained. The common factors are extracted using the principal component analysis. Empirical studies show that realized volatility models exploiting the linkage effects lead to significantly better out-of-sample forecast performance, for example, an up to 32% increase in the pseudo R2. We also conduct various forecasting exercises …


Conditional Relationship Between Distress Risk And Stock Returns, Su Hee Yun, Jung Min Kim Jan 2022

Conditional Relationship Between Distress Risk And Stock Returns, Su Hee Yun, Jung Min Kim

Research Collection Lee Kong Chian School Of Business

Purpose: Previous research on the relationship between a firm’s distress risk and future stock returns produces inconsistent results. This study attempts to explain the conflicting results of earlier studies by showing that systematic distress risk leads to positive rewards, while unsystematic distress risk leads to low stock returns. In addition, this study intends to elucidate the factors of systematic distress risk and unsystematic distress risk, respectively. In this way, this study informs the rational investor what kind of distress risk they should take. Design/methodology/approach: This study considers two distress-predictor sets to show a possibility between distress risk and stock returns …


A Data Envelopment Analysis Approach To Portfolio Selection: An Application To The Blue Chip Stocks In The Philippine Stock Exchange (2010-2019), Vishal Bhagia, Colleen Monica K. Chiu, Paulynne J. Castillo, Roberto B. Raymundo, Joel Q. Tanchuco Nov 2021

A Data Envelopment Analysis Approach To Portfolio Selection: An Application To The Blue Chip Stocks In The Philippine Stock Exchange (2010-2019), Vishal Bhagia, Colleen Monica K. Chiu, Paulynne J. Castillo, Roberto B. Raymundo, Joel Q. Tanchuco

Angelo King Institute for Economic and Business Studies (AKI)

There has been a growing interest in the application of data envelopment analysis (DEA) as a nonparametric approach in portfolio optimization due to its flexibility in overcoming the limitations of the conventional mean-variance portfolio (MVP) model. Therefore, this study aims to validate the allocative efficiency of the DEA cross-efficiency model using blue chip stocks in the Philippine Stock Exchange from 2010 to 2019. This study finds that the proposed model is able to distinguish a unique set of best-performing stocks across each holding period and outperforms the MVP more consistently. The results of this study suggest that the proposed DEA …


Ucimco Endowment Semi-Annual Presentation, Fall 2021, Kareem Elghawy, Kyle Blaze, Jeremy Calabro, Ryan Carkhuff, Jacob Connelly, Christopher Craven, Zachary Crebbin, Olivia Defusco, Colin Holtzman, Brooke Hurley, Matthew Mcmahon, Jared Minnichbach, Zoey Nikolaou, Jared O'Connell, Erik Ojert, Thomas Pancheri, Christopher Porzelt, Tyler Sargent, Scott Sloan, Storm Snape, Matthew Snyder, Matthew Tuley Oct 2021

Ucimco Endowment Semi-Annual Presentation, Fall 2021, Kareem Elghawy, Kyle Blaze, Jeremy Calabro, Ryan Carkhuff, Jacob Connelly, Christopher Craven, Zachary Crebbin, Olivia Defusco, Colin Holtzman, Brooke Hurley, Matthew Mcmahon, Jared Minnichbach, Zoey Nikolaou, Jared O'Connell, Erik Ojert, Thomas Pancheri, Christopher Porzelt, Tyler Sargent, Scott Sloan, Storm Snape, Matthew Snyder, Matthew Tuley

Business and Economics Presentations

The Ursinus College Investment Management Company (UCIMCO) consists of groups of student analysts who manage endowment-style and stock selection funds on behalf of the college endowment. This presentation, by the endowment team, examines performance and investment philosophy while discussing selections in the portfolio including: developed and emerging market equities, U.S. equities, corporate bonds, U.S. treasuries and U.S. real estate.


Ucimco Stock Selection Semi-Annual Presentation, Fall 2021, Michael Buck, Stevie Benson, Walker Hamilton, Mason Jolivette, Harrison Lorenc, Devin Molina, Stephen Schoenborn, Jack Shimer, Mohammad Sufyan, John Wagner, Riley Yee Oct 2021

Ucimco Stock Selection Semi-Annual Presentation, Fall 2021, Michael Buck, Stevie Benson, Walker Hamilton, Mason Jolivette, Harrison Lorenc, Devin Molina, Stephen Schoenborn, Jack Shimer, Mohammad Sufyan, John Wagner, Riley Yee

Business and Economics Presentations

The Ursinus College Investment Management Company (UCIMCO) consists of groups of student analysts who manage endowment-style and stock selection funds on behalf of the college endowment. This presentation, by the stock selection team, examines quarterly performance and strategy while discussing the most recent selections in the portfolio: Agios Pharmaceuticals, CubeSmart, Splunk and Nexstar Media Group.


Ursinus College Women's Investment Management Company, Fall 2021, Maddy Sorokanych, Taylor Beaumont, Shelby Boyle, Laura Bradley, Olivia Defusco, Rachel Grossbauer, Jess Gutekunst, Rebecca Lewis, Alice Nathanson, Madelyn Nau, Ketlee Staz, Marcella Thanh-Guyet, Theodora Zeibekis Oct 2021

Ursinus College Women's Investment Management Company, Fall 2021, Maddy Sorokanych, Taylor Beaumont, Shelby Boyle, Laura Bradley, Olivia Defusco, Rachel Grossbauer, Jess Gutekunst, Rebecca Lewis, Alice Nathanson, Madelyn Nau, Ketlee Staz, Marcella Thanh-Guyet, Theodora Zeibekis

Business and Economics Presentations

The Ursinus College Investment Management Company (UCIMCO) consists of groups of student analysts who manage endowment-style and stock selection funds on behalf of the college endowment. In 2020, a group of women students began to manage their own fund. This presentation reviews activities of the Fall 2021 semester and analyzes the stock performance of various companies including: Anthem, Inc., American Well Corporation, Netflix, Travel and Leisure Company, Cognizant Technology Solutions, Oshkosh and the Hershey Company.


What Is New In Value Investing? A Systematic Literature Review, Florencia Roca Jul 2021

What Is New In Value Investing? A Systematic Literature Review, Florencia Roca

Journal of New Finance

This study provides an overview of the academic research in the field of Value Investing (VI), identifying the knowledge structure, influential authors, connections between relevant papers, and salient trends. Following a defined protocol, the Google Scholar database is examined to extract, rank, and connect influential books and academic articles in VI. Through a systematic literature review methodology, this study retrieves a database of 400 academic works published between 1965 and 2020. Using rigorous bibliometric and visualization tools, it identifies four major research clusters: (1) competing explanations of the value premium, (2) anomalies research, (3) momentum and fundamentals, and (4) wrong …


The Pricing Of Initial Public Offering And Market Efficiency, Chiyachantana N. Chiraphol Jun 2021

The Pricing Of Initial Public Offering And Market Efficiency, Chiyachantana N. Chiraphol

Research Collection Lee Kong Chian School Of Business

This study investigates long-run performance of Thai initial public offerings (IPOs). To examine the longrun performance of Thai IPOs, we compute buy-and-hold abnormal returns and cumulative abnormal returns for two years after the IPOs. We find strong evidence of long run underpricing in Thai market. Specifically, the average buy-and-hold abnormal returns and cumulative abnormal returns are 64.5% and 18.4% respectively. However, our multi-variate analysis does not indicate a strong relation between long-run underperformance and firm-specific factors, such as firm size, firm age, investment banker reputation and firm profitability.


Japanese Monetary Policy And Its Impact On Stock Market Implied Volatility During Pleasant And Unpleasant Weather, Marinela Adriana Finta Jun 2021

Japanese Monetary Policy And Its Impact On Stock Market Implied Volatility During Pleasant And Unpleasant Weather, Marinela Adriana Finta

Research Collection Lee Kong Chian School Of Business

We investigate the effect of Japan's Monetary Policy Meeting releases on the intraday dynamics of the Nikkei Stock Average Volatility Index and its futures during pleasant and unpleasant weather. We show that at the time of a monetary policy release when the temperature is pleasant, there is a significant decline in Japanese equities' implied volatility and futures, which lasts for about 10 min and 5 min, respectively. This decline is longer and exhibits a greater variation when releases occur during cold days. Finally, we emphasize the achievable economic profits and losses, given the reaction of Nikkei VI futures to the …


Capital Allocation Imbalance And The Effects On Monetary Policy, Peter G. George May 2021

Capital Allocation Imbalance And The Effects On Monetary Policy, Peter G. George

Doctoral Dissertations (DBA)

This paper examines the association between liquidity injections and capital allocations in the United States. In the analysis, liquidity injections are proxied by monetary base and the capital allocations are reflected by excess reserves, vault cash, total bank credit, and M2-M1. Monthly data are utilized for all variables for the sample period March 1984 – June 2020. Four Bai-Perron multiple breakpoint regressions and Markov switching estimations are employed to examine changeable patterns and interactions. The results indicate that liquidity injections are imbalanced and are allocated to total bank credit prior to quantitative easing, excess reserves prior to QE through post-QE, …


Do Students Buy Attention-Grabbing Stocks? A Field Experiment, George Psaradakis Apr 2021

Do Students Buy Attention-Grabbing Stocks? A Field Experiment, George Psaradakis

Business and Economics Honors Papers

In this paper, we look to find out whether or not student investors are drawn to “attention-grabbing” stocks. We define “attention-grabbing” stocks as those that are issued by companies with either large numbers of Twitter followers, large general marketing budgets, or both. Our theory is that the more followers that a publicly traded company has on Twitter and/or the more money the company spends on marketing and advertising, the more likely a student would be to invest in its stock.

A field experiment was conducted in which undergraduate students constructed their own virtual stock portfolios. A treatment group was given …


Ursinus College Women's Investment Management Company, Taylor Beaumont, Shannon Blessing, Olivia Defusco, Julia Ewing, Angela Gervasi, Wendy Luo, Eve Peiffer, Becca Lewis, Ellie Templeton, Emily Benning, Rebecca Lam, Maddy Sorokanych, Theodora Zeibekis, Marcella Thanh-Guyet, Delanie Rogers Apr 2021

Ursinus College Women's Investment Management Company, Taylor Beaumont, Shannon Blessing, Olivia Defusco, Julia Ewing, Angela Gervasi, Wendy Luo, Eve Peiffer, Becca Lewis, Ellie Templeton, Emily Benning, Rebecca Lam, Maddy Sorokanych, Theodora Zeibekis, Marcella Thanh-Guyet, Delanie Rogers

Business and Economics Presentations

The Ursinus College Investment Management Company (UCIMCO) consists of groups of student analysts who manage endowment-style and stock selection funds on behalf of the college endowment. In 2020, a group of women students began to manage their own fund. This presentation reviews activities of the previous year and analyzes the stock performance of various companies including: Anthem, Inc., American Well Corporation, SNAP, Inc., Yatsen Holdings Ltd. and Yum China Holdings.


Japanese Monetary Policy And Its Impact On Stock Market Implied Volatility During Pleasant And Unpleasant Weather, Marinela Adriana Finta Mar 2021

Japanese Monetary Policy And Its Impact On Stock Market Implied Volatility During Pleasant And Unpleasant Weather, Marinela Adriana Finta

Research Collection Lee Kong Chian School Of Business

We investigate the effect of Japan’s Monetary Policy Meeting releases on the intraday dynamics of the Nikkei Stock Average Volatility Index and its futures during pleasant and unpleasant weather. We show that at the time of a monetary policy release when the temperature is pleasant, there is a significant decline in Japanese equities’ implied volatility and futures, which lasts for about 10 minutes and 5 minutes, respectively. This decline is longer and exhibits a greater variation when releases occur during cold days. Finally, we emphasize the achievable economic profits and losses, given the reaction of Nikkei VI futures to the …


Are Investment Banks Helpful Or Hurtful? An Analysis Of Intraday Volatility In The Direct Listing Process As Compared To Investment Bank-Involvement In Traditional Ipos, Alexis Paff Jan 2021

Are Investment Banks Helpful Or Hurtful? An Analysis Of Intraday Volatility In The Direct Listing Process As Compared To Investment Bank-Involvement In Traditional Ipos, Alexis Paff

Scripps Senior Theses

In this paper, I carry out an empirical analysis of the pricing volatility of direct listings as compared to traditional IPOs. Direct listings solve an efficiency problem in the US going-public market, in which well-funded, late-stage firms lack incentives to pursue a public listing, which would create liquidity for preexisting shareholders and allow for a more diverse body of public shareholders. Direct listings have been allowed on the New York Stock Exchange since early 2018, and four firms, Spotify, Slack, Asana, and Palantir, have gone public through this new listing mechanism. While underwriters are heavily involved in the IPO process, …


Diversifying Investment Portfolios With Collectible Sneakers: Expected Returns And Benefits Of Diversification, Samuel Soo Jan 2021

Diversifying Investment Portfolios With Collectible Sneakers: Expected Returns And Benefits Of Diversification, Samuel Soo

CMC Senior Theses

This thesis seeks to identify if collectible sneakers can provide diversification benefits to an investor’s portfolio. Using data from a global collectible sneaker marketplace, StockX, I constructed an index to compare it with other traditional assets, including the S&P 500 index and 5-year US Treasury Bills. By calculating key metrics including expected returns, volatility, and correlation, I analyzed the risk-return characteristics of the collectible sneaker asset class compared to other traditional asset classes. From the data analysis I performed, I found that collectible sneakers did not outperform returns significantly compared to traditional asset classes, but had low correlations, which provides …


Investor Behavior In The Midst Of A Global Pandemic, Abigail N. Bates Nov 2020

Investor Behavior In The Midst Of A Global Pandemic, Abigail N. Bates

Honors Projects

Investors partaking in portfolio and asset management through the stock market and other avenues do so with certain reasoning and methods in hand. Each investor may have different interests and risk tolerances that guide their choices for investment. Behavioral finance allows for an in-depth look at an investor’s actions and the influencing psychology behind it. Before this approach was popularized, early studies of finance assumed that investors were always rational in their decision making and put resources only into opportunities that would increase their utility or happiness. The behavioral finance approach takes a more comprehensive look at these behaviors and …


Financial Knowledge And Portfolio Complexity In Singapore, Benedict S. K. Koh, Olivia S. Mitchell, Susann Rohwedder Oct 2020

Financial Knowledge And Portfolio Complexity In Singapore, Benedict S. K. Koh, Olivia S. Mitchell, Susann Rohwedder

Research Collection Lee Kong Chian School Of Business

Financial literacy in Singapore has not been analyzed in much detail, despite the fact that this is one of the world’s most rapidly aging nations. Using the Singapore Life Panel®, we explore older Singaporeans’ levels of financial knowledge and compare them to those observed in the United States. We assess portfolio complexity for these older households, to examine how financial literacy is related to outcomes of interest. We show that older Singaporeans’ levels of financial literacy are comparable overall to those in the United States, even though older Singaporeans score slightly lower on some dimensions (knowledge of interest and inflation), …


Socially Useless? The Crucial Contribution Of Finance To Economic Life, Philip Booth, Diego Zuluaga Sep 2020

Socially Useless? The Crucial Contribution Of Finance To Economic Life, Philip Booth, Diego Zuluaga

Journal of New Finance

The value of financial markets is under-appreciated. Financial markets perform fundamental functions which are vital in reducing transactions costs in the economy for businesses and households. Without well-functioning financial markets, business would find if much more costly to raise capital and ordinary households would find retirement, protection against everyday risks and day-to-day transactions impossible. Those who criticise financial markets ignore the breadth of their functions and focus on a narrow range of activities. However, even activities such as trading, speculation and so on have social value. The evidence that they cause social problems appears more circumstantial when put under closer …


Alternative Economic Indicators, C. James Hueng, Editor Aug 2020

Alternative Economic Indicators, C. James Hueng, Editor

Upjohn Press

Policymakers and business practitioners are eager to gain access to reliable information on the state of the economy for timely decision making. More so now than ever. Traditional economic indicators have been criticized for delayed reporting, out-of-date methodology, and neglecting some aspects of the economy. Recent advances in economic theory, econometrics, and information technology have fueled research in building broader, more accurate, and higher-frequency economic indicators. This volume contains contributions from a group of prominent economists who address alternative economic indicators, including indicators in the financial market, indicators for business cycles, and indicators of economic uncertainty.


Stock Market Drivers: Corporate Share Repurchases, Parker Wolf May 2020

Stock Market Drivers: Corporate Share Repurchases, Parker Wolf

Business and Economics Honors Papers

Such financial tools as share buybacks are coming under scrutiny by many investment experts. Evidence suggests that share repurchases foster a short-term focus in corporate managers who have a share-based compensation. Recent studies and research draw attention to the negative consequences of corporate share repurchases. While share buybacks were originally intended to create financial value for intrinsically undervalued shares, they are increasingly coming under scrutiny for enabling shareholders to increase their value of wealth at the expense of other stakeholders. With increased stock option plans for corporate executives, the association between increase in open market share buyback activity and compensation …


Why Is Las Vegas Busy Everyday? A Behavioural Analysis Of Impact Investors’ Attitude And Decision-Making Process, Isha Shah Apr 2020

Why Is Las Vegas Busy Everyday? A Behavioural Analysis Of Impact Investors’ Attitude And Decision-Making Process, Isha Shah

Independent Study Project (ISP) Collection

Remarking a discrepancy in the statistics of a growing influence of impact investment and yet its restrictive inclusion in the financial market has encouraged this inductive research to take an alternative approach to address the impact investment market. In an emic perspective, this study aims to assess the factors motivating individuals and institutions to pursue impact investment. Further, it also investigates some elements that guide the decision making of the investors in this field. The qualitative nature of the research demands exceptional secondary sources and it is rendered more credible with the inclusion of three relevant primary sources. The analysis …


Green Bonds For Financing Renewable Energy And Energy Efficiency In South-East Asia: A Review Of Policies, Dina Azhgaliyeva, Anant Kapoor, Yang Liu Apr 2020

Green Bonds For Financing Renewable Energy And Energy Efficiency In South-East Asia: A Review Of Policies, Dina Azhgaliyeva, Anant Kapoor, Yang Liu

Research Collection Lee Kong Chian School Of Business

Mobilizing private finance for renewable energy and energy efficiency is critical for Association of South-East Asian Nations (ASEAN) not only for the reduction of global temperature rise but also for meeting fast-growing energy demand. Two-thirds of green bonds issued in ASEAN were used to finance renewable energy and energy efficiency projects. This paper provides a review of green bond issuance and green bond policies in ASEAN. Issuance of green bonds in top three green bond issuing countries in ASEAN, i.e. Indonesia, Malaysia and Singapore, are reviewed in detail. Green bond policies in ASEAN are effective in promoting green bond issuance. …


Happy Analysts, Ole-Kristian Hope, Congcong Li, An-Ping Lin, Maryjane Rabier Feb 2020

Happy Analysts, Ole-Kristian Hope, Congcong Li, An-Ping Lin, Maryjane Rabier

Research Collection School Of Accountancy

This paper is the first to investigate the role of work-life balance in financial analysts’ performance and career advancement. Using a large sample of Glassdoor reviews by financial analysts, we find a significant non-linear relation between work-life balance satisfaction and analyst performance and analyst career advancement. Specifically, when work-life balance satisfaction is relatively low, an increase in work-life balance is associated with better analyst performance and career advancement; however, when perceived work-life balance is already high, a further increase in work-life balance is associated with worse analyst performance and career advancement.


The Performance Of Stock Portfolios: Evidence From Analysing Malaysia Case, And Implication For Open Innovation, Ariful Hoque, Sharmeen Rakhi, Kamrul Hassan, Thi Le Jan 2020

The Performance Of Stock Portfolios: Evidence From Analysing Malaysia Case, And Implication For Open Innovation, Ariful Hoque, Sharmeen Rakhi, Kamrul Hassan, Thi Le

Research outputs 2014 to 2021

© 2020 by the authors. Licensee MDPI, Basel, Switzerland. This research examines the performance of the Islamic stock portfolio (ISP) and conventional stock portfolio (CSP) for the five industrial sectors and market in Malaysia. The capital asset pricing model statistics indicate that the ISP provides a higher return with a lower systematic risk compared to the CSP in different sectors; however, the ISP and CSP perform equally in the market. The non-parametric stochastic dominance approach reveals that the ISP is better than the CSP for portfolio return without considering the riskiness for all sectors except properties; further, the ISP outperforms …