How to stress-test short-term rental income in your city using occupancy shocks and market comps to decide between Airbnb and long-term leasing

I often get asked how to validate an investment idea without paying for fancy software or hiring a quant team. One of my favorite ways to do that is to backtest a straightforward momentum strategy in Excel using free data sources. It’s practical, transparent, and — crucially — reproducible. In this article I’ll walk you through the exact steps I use, including where to get data, how to structure your spreadsheet, the formulas to...

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Why rental yield and inflation matter — and why the simple answer rarely worksI get asked a version of the same question a lot: “What rental yield do I need to beat inflation in my city?” It’s an important question, because inflation quietly erodes the purchasing power of rent checks and property values alike. But the answer isn’t a single number you can apply everywhere. The yield you need depends on your financing, taxes, local...

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I convert retirement accounts for the same reason I study market cycles: to tilt the odds in my favor while keeping downside controlled. A Traditional IRA-to-Roth conversion can feel like a one-way door — you pay taxes today to secure tax-free growth and withdrawals later — so the question I ask myself (and every client) is: when does paying that tax now make more sense than deferring it?Why a conversion mattersA Roth IRA grows tax-free and...

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I look at multifamily deals the way some people read a restaurant menu: first for the obvious numbers, then for the hidden costs that make a “great value” deceptive. Over the years I’ve relied on three quick, complementary metrics to sniff out overpriced apartment buildings before I spend time on deeper underwriting: cap rate, gross rent multiplier (GRM), and price per door. Each tells a different story. Together, they form a fast,...

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I get asked all the time whether a high-yield savings account can replace short-term bond funds as the place to park emergency cash. The short answer I give clients and readers is: sometimes — but it depends on your priorities for liquidity, return, volatility and taxes. Below I walk through the trade-offs, practical rules of thumb, and scenarios where one choice clearly makes more sense than the other.What we mean by “emergency cash”When...

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I remember the first time I ran the numbers for a friend deciding whether to throw extra cash at their mortgage or invest in a taxable brokerage account. The instinctive reactions — "pay off the mortgage, you're getting a guaranteed return" vs "the market returns 7–10% long term, so invest" — felt unhelpful without math. So I built a simple framework that strips emotion and politics out of the decision and focuses on after-tax,...

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I retired early with a significant portion of my net worth in property and a smaller — but still meaningful — allocation to equities. Over the years I’ve seen readers ask a recurring question: what does a 70/30 real estate-to-equity split actually look like in practice for an early retiree? In this piece I walk through the mechanics, the risks, and a few realistic examples of income and liquidity management so you can judge whether a heavy...

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I bought my first house because it felt like the “right” thing to do: stability, forced savings, and the emotional reward of having my own space. But over the years I’ve come to treat that decision as a live financial experiment. Owning a home delivers benefits you can’t easily quantify — shelter security, lifestyle control, and often pride of ownership — but it also carries an opportunity cost that eats into your portfolio returns...

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When markets slow and headlines scream “recession,” my first instinct isn’t to panic — it's to revisit the portfolio’s structural defenses. Over the past decade of working with investors and writing about portfolio strategies at Wealthstatista, I’ve come back again and again to the same practical combination: dividend-focused ETFs paired with short-duration bonds. Together they can provide income, downside dampening, and the...

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