Core Insights - The article discusses the author's transition to independent investment research after over 43 years in the industry, emphasizing a focus on actionable investment insights rather than adhering to external agendas [1] - The author highlights a unique approach to equity investing, combining quantitative analysis with fundamental theories to derive meaningful investment stories [1] - The article reflects on the author's extensive experience across various market segments and investment strategies, including managing a high-yield fixed-income fund and developing quantitative asset allocation models [1] Group 1 - The author has specialized in rules/factor-based equity investing strategies, aiming to use numbers to inspire human intelligence-driven investment narratives [1] - The author critiques traditional quantitative investing methods, advocating for a blend of factor analysis and classic fundamental analysis to understand a company's future potential [1] - The author has a diverse background, covering a wide range of stocks and investment types, including large cap, small cap, micro cap, value, growth, and special situations [1] Group 2 - The author has previously managed a high-yield fixed-income fund and has experience in quantitative asset allocation strategies, which are foundational to modern Robo Advising [1] - The author has authored two books on investment strategies and has conducted numerous seminars focused on stock selection and analysis [1] - The article expresses enthusiasm for the author's new role on Seeking Alpha, inviting feedback and engagement from the audience [1]

Group 1 - The individual has retired after over 43 years in investment research, now operating independently to provide actionable investment insights [1] - The focus is on rules and factor-based equity investing strategies, emphasizing the use of numbers to inspire human intelligence-driven investment stories rather than serving the numbers themselves [1] - The approach combines quantitative analysis with classic fundamental analysis to uncover the true story of a company and its stock, highlighting the importance of future potential over past data [1] Group 2 - The individual has extensive experience covering a wide range of stocks, including large cap, small cap, micro cap, value, growth, and special situations [1] - Previous roles included managing a high-yield fixed-income fund and conducting research on quantitative asset allocation strategies, contributing to the development of Robo Advising [1] - A passion for investor education has led to conducting numerous seminars and authoring two books on stock selection and analysis [1]

Core Insights - The article discusses the author's transition to independent investment research after over 43 years in the industry, emphasizing a focus on actionable investment insights rather than adhering to external agendas [1] - The author specializes in rules and factor-based equity investing strategies, combining quantitative analysis with fundamental analysis to derive investment stories that predict future performance [1] - The author has extensive experience across various market segments, including large cap, small cap, micro cap, value, growth, and income stocks, as well as managing a high-yield fixed-income fund [1] Group 1 - The author aims to provide the best actionable investment insights without being influenced by any product agenda [1] - The approach taken is to use numbers as a tool to inspire human intelligence-driven investment narratives rather than relying solely on statistical studies [1] - The author has a background in investor education, having conducted seminars and authored books on stock selection and analysis [1] Group 2 - The author has developed and worked with various quantitative models and has experience in quantitative asset allocation strategies, which are foundational to modern Robo Advising [1] - The article highlights the author's previous roles, including editing stock newsletters and serving as an assistant research director at Value Line [1] - The author expresses openness to feedback and criticism from readers, indicating a willingness to engage with the investment community [1]

Group 1 - The individual has retired after over 43 years in investment research, now operating independently to provide actionable investment insights [1] - The focus is on rules and factor-based equity investing strategies, emphasizing the use of numbers to inspire human intelligence-driven investment stories rather than serving the numbers themselves [1] - The approach combines quantitative analysis with classic fundamental analysis to uncover the true story of a company and its stock, highlighting the importance of future potential over past data [1] Group 2 - The individual has extensive experience covering a wide range of stocks, including large cap, small cap, micro cap, value, growth, and special situations [1] - Previous roles included managing a high-yield fixed-income fund and conducting research on quantitative asset allocation strategies, contributing to the development of Robo Advising [1] - A passion for investor education has led to conducting numerous seminars and authoring two books on stock selection and analysis [1]