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Understanding the Perfect R-Squared: A Quant Interview Deep Dive
Manage episode 423228658 series 3426945
Content provided by QuantLabs.net. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by QuantLabs.net or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
Join Brian from Quantlabsnet.com as he delves into a thought-provoking quant interview question sourced from StackExchange. In this episode, recorded on June 12th, Brian breaks down the concept of R-squared (R2) and its significance in statistical models, particularly in the context of investing.
Brian explains the definition and calculation of R-squared, emphasizing how a perfect R2 value of 1 indicates that all movements of a security are completely explained by an independent variable. He discusses the implications of a high R2 value and the potential pitfalls, such as spurious regression.
The episode explores various responses to the interview question, including the irony of needing an expected value when you already know the outcome. Brian also covers practical considerations like trading fees and taxes that can affect real-world applications of these models.
Whether you're preparing for a quant interview or just curious about advanced statistical measures in finance, this episode offers valuable insights. For more detailed discussions and resources, visit quantlabsnet.com.
100 episodes
Share
Manage episode 423228658 series 3426945
Content provided by QuantLabs.net. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by QuantLabs.net or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
Join Brian from Quantlabsnet.com as he delves into a thought-provoking quant interview question sourced from StackExchange. In this episode, recorded on June 12th, Brian breaks down the concept of R-squared (R2) and its significance in statistical models, particularly in the context of investing.
Brian explains the definition and calculation of R-squared, emphasizing how a perfect R2 value of 1 indicates that all movements of a security are completely explained by an independent variable. He discusses the implications of a high R2 value and the potential pitfalls, such as spurious regression.
The episode explores various responses to the interview question, including the irony of needing an expected value when you already know the outcome. Brian also covers practical considerations like trading fees and taxes that can affect real-world applications of these models.
Whether you're preparing for a quant interview or just curious about advanced statistical measures in finance, this episode offers valuable insights. For more detailed discussions and resources, visit quantlabsnet.com.
100 episodes
All episodes
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Similar to Quant Trading Live Report
Bitcoin pioneer Charlie Shrem peels back the layers on the lives and backgrounds of the world's most impactful innovators. Centering around intimate narratives, Shrem uncovers a detailed, previously unspoken story of the genesis and evolution of bitcoin, cryptocurrency, artificial intelligence, and the web3 movements. Join Shrem as he journeys through the uncharted territories of tech revolutions, revealing the human side of the stories that shaped the digital world we live in today.
…
continue reading
The Village Global podcast takes you inside the world of venture capital and technology, featuring enlightening interviews with entrepreneurs, investors and tech industry leaders. Learn more at www.villageglobal.vc.
…
continue reading
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…
continue reading
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…
continue reading
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…
continue reading
Bloomberg Radio host Barry Ritholtz has in-depth discussions with the people and ideas that shape markets, investing and business.
…
continue reading
The Moneycontrol Podcast is your daily source of business news, investment analysis and advice on stocks and the markets. Tune in to broaden your horizons with podcasts by journalists, experts and analysts giving you a head-start in the investment game.
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An archive of each full weekday episode of the award-winning program presented by Bruce Whitfield.
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continue reading
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