In this episode, Kislay Upadhyay, CFA is joined by Fidelity India’s Director of Equity Research, Chetan Ganatra, CFA to discuss rule-based approaches for long-term investing and its mainstream adoption. They explore how fundamental data can be used to uncover economic & business insights, identify market trends, and develop robust investment strategies. They discuss: • Integrating data and narratives • Creating & testing hypothesis • Data appropriateness & caution • Security selection via rule-based approaches • Diversification for quant strategies • Position sizing & churn (portfolio turnover) • Importance of understanding economic & fundamental rationale • Proper backtesting techniques __________________________________________________ DISCLAIMER :This podcast represents the views and opinions of the originally featured speaker and is posted with their express consent. All statements and expressions in the Podcast are personal views of the speaker and are meant for educational purposes only and should not be construed as research, recommendation, solicitation, or investment advice. CFA Society India* is a non-profit for member benefit and does not endorse any person, content, product, organization or securities, opinions or recommendations and makes no representation or warranty, guarantee, claim of any kind, express or implied, regarding the accuracy, adequacy, validity, reliability, availability, appropriateness, suitability, or completeness of the information mentioned in the podcast. Viewers/readers shouldn't copy, transcribe, adapt, publish, license, distribute, perform and display the content including speech and any/all accompanying materials (including handouts and slides) without prior permission of CFA Society India for any use. CFA SOCIETY INDIA EXPRESSLY DISCLAIMS ANY AND ALL LIABILITY OR RESPONSIBILITY FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, CONSEQUENTIAL OR OTHER DAMAGES ARISING OUT OF ANY INDIVIDUAL'S USE OF, REFERENCE TO, RELIANCE ON, OR INABILITY TO USE, THIS PODCAST OR THE INFORMATION PRESENTED IN THIS PODCAST. *CFA Society India is a registered trademark of CFA Institute licensed to be used by the Indian Association of Investment Professionals. __________________________________________________ The Indian Association of Investment Professionals (IAIP), the India Society of CFA Institute, was established in April 2005 as an association of local investment professionals consisting of portfolio managers, security analysts, investment advisors and other financial professionals. As one of the over 158 CFA Institute member societies, the IAIP connects local CFA Institute members to a global network of investment professionals. For the continuing up-gradation of knowledge and skills of members, IAIP conducts speaker events, workshops led by leading finance professionals.

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