We Study Billionaires
We Study Billionaires

TIP 048 : Investing in ETFs with Dr. Wesley Gray (Investing Podcast)

IN THIS EPISODE, YOU’LL LEARN: Who is Wesley Gray and why did he start an ETF? What is the difference between an ETF and a mutual fund for the investor? Why is an ETF typically cheaper than a mutual fund? BOOKS AND RESOURCES Join the exclusive TIP Mastermind Community to engage in meaningful stock i

Featured Speakers

Stig Brodersen HostWesley Gray Guest

Topics Discussed

Episode Summary

Executive Summary: Preston and Stig interview Dr. Wesley Gray about his background, his book Quantitative Value with Toby Carlisle, and his views on ETFs, valuation, and market timing. Gray argues ETFs are superior to mutual funds for tax efficiency, lower cash drag, and disintermediation of sales incentives. He also favors simple, evidence-based trend following over macro forecasting and says valuation can help tactically only in limited, robust forms.

Main Topics: Gray’s background and book collaboration with Toby Carlisle (Priority: 4/5): The episode opens with introductions to Wesley Gray’s academic and professional credentials, then shifts to the origin story of Quantitative Value and how Gray and Toby Carlisle teamed up after meeting at the Value Investing Congress. Why ETFs are structurally more efficient than mutual funds (Priority: 5/5): Gray explains the ETF advantages: tax deferral, reduced cash drag from in-kind creation/redemption, and a business model that bypasses traditional distribution and trailer-fee incentives. Critique of financial-services intermediation (Priority: 4/5): Gray argues much of active management is a sales/distribution industry rather than an investment industry, and that ETF structures threaten the old middleman model by removing the ability to pay commissions through fund flows. Macro views, deflation fears, and skepticism of prediction (Priority: 5/5): Preston presents a bearish macro thesis centered on deflation, rising rates, a strong dollar, and widening trade deficits. Gray says these narratives sound plausible but are not reliably predictive, so he avoids macro forecasting. Trend following as the preferred market-timing tool (Priority: 5/5): Gray says he now relies on long-term trend following rather than subjective macro calls, arguing that simple, robust trend rules are more evidence-based and better at avoiding major drawdowns. How to think about valuation in ETFs and market-wide timing (Priority: 4/5): The discussion clarifies that an ETF’s intrinsic value is its NAV, but the deeper question is how to assess the underlying portfolio and whether the manager’s process is sound and concentrated enough to preserve an edge. Limits of valuation ratios and preference for enterprise multiples (Priority: 4/5): Gray notes that free-cash-flow yield performed poorly in his research, while enterprise-value-based multiples were more robust, reflecting a more business-like way of valuing firms. Skepticism of Bridgewater/risk parity narratives (Priority: 4/5): Gray discusses Ray Dalio/Bridgewater-style risk parity, arguing their historical success may owe heavily to the long secular bond bull market and that out-of-sample performance without that tailwind remains uncertain.

Key Arguments: ETFs are more tax-efficient than mutual funds because they can trade in-kind and defer capital gains rather than distribute them annually. Mutual funds force cash buffers and create embedded costs for existing investors, whereas ETFs can avoid cash drag through the secondary market and authorized participant mechanism. A large portion of active management is really a distribution business; ETF structures reduce the role of commission-based salespeople and therefore disrupt the industry’s incentive model. Although macro stories about deflation, gold, or bond bubbles may sound compelling, Gray says he has seen too many smart forecasters be wrong to rely on those views for timing decisions. Trend following is favored because it is simple, evidence-based, and designed to avoid large drawdowns rather than capture every short-term market move. For asset allocation and market timing, long-term trend signals are more robust than attempts to predict inflation, growth, or valuation extremes. An ETF’s intrinsic value is essentially its NAV; the important question is the quality and discipline of the strategy holding the underlying assets. In Gray’s research, enterprise multiples are more effective than price-to-free-cash-flow because CapEx noise makes free-cash-flow measures unreliable. Bridgewater’s historical success may be partly explained by leveraged exposure to long-duration Treasuries during a multi-decade bond bull market rather than by the uniqueness of its narrative framework. Diversification should come from exposure to different economic states and asset classes, ideally combined with trend rules, rather than from noisy covariance-matrix optimization.

Data Points: Episode: 48 - The Investor’s Podcast episode number at the start of the transcript. Interview format: Two-part interview - The hosts say the conversation with Wesley Gray will be split across two episodes. Gray’s degrees: MBA and PhD in finance from University of Chicago Booth; BS in Economics from Wharton, magna cum laude - Preston introduces Gray’s academic background. Current role: Assistant professor of finance at Drexel University’s LeBow College of Business - Gray’s academic appointment described in the introduction. Companies/books: Alpha Architect; Quantitative Value; Embedded; DIY Financial Advisor; Quantitative Momentum - Gray lists his company and book projects during the interview. Value Investing Congress cost: $3,000–$4,000 - Gray jokes he did not have enough cash to attend, until a client covered the cost. ETF tax benefit: Capital gains deferred to the future - Gray explains ETF tax efficiency versus mutual fund distributions. Mutual fund cash buffer: 1%–3% cash on hand - Gray says mutual funds often keep cash to meet redemptions, creating drag. Sales model: Transfer-agent/trailer-fee system - Gray explains how mutual funds compensate distributors and salespeople. CAPE warning: Warnings for three years - Preston says people had been citing high CAPE ratios for several years without the market breaking. Commodity trend: 6–7 months weak - Gray notes commodities had been poor for months and remained out of favor. Market drawdown example: S&P 500 from 18.3 to 17.3 (P/E, as stated) - Preston references his own video warning that the market had fallen about 1,000 points from a prior level. Bridgewater-style allocation: 25% in each of four quadrants - Stig summarizes his understanding of Dalio’s quadrant framework. Bridgewater geographic exposure: Only a small portion domestic; 12.5%–30% in the U.S. - Stig mentions Bridgewater’s global diversification claim.

Pivotal Quotes: "hocus pocus my ass" — Wesley Gray: Gray recounts a billionaire client’s response to his criticism of long-term trend-following rules. "we need to figure out what's going on here" — Wesley Gray: Gray explains why large active managers are threatened by the ETF structure and its disintermediation of sales incentives. "don't diversify based on some covariance matrix that is totally noisy" — Wesley Gray: Gray argues for state-based diversification and simple trend rules instead of complex statistical optimization.

Implications: Listeners are encouraged to favor low-friction, evidence-based portfolio design: use ETFs for tax and cost efficiency, be skeptical of sales-driven fund structures, and prefer robust trend-following and business-like valuation methods over confident macro forecasts.

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About We Study Billionaires

We interview and study famous financial billionaires, including Warren Buffett, Ray Dalio, and Howard Marks, and teach you what we learn and how you can apply their investment strategies in the stock market. We Study Billionaires is the largest stock investing podcast show in the world with 180,000,000+ downloads and is hosted by Stig Brodersen, Preston Pysh, William Green, Clay Finck, and Kyle Grieve. This podcast also includes the Richer Wiser Happier series hosted by best-selling author Wi...

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