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Data Update 1 for 2024: The data speaks, but what does it say?

Musings on Markets

I have also developed a practice in the last decade of spending much of January exploring what the data tells us, and does not tell us, about the investing, financing and dividend choices that companies made during the most recent year. Beta & Risk 1. Equity Risk Premiums 2. Financing Flows 5. Debt Details 1.

Dividends 105
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Precision in Valuation: Integrating the Beneish M-Score for Accurate Business Worth

Equilest

Similar to a house of cards in finance, one bad move can bring everything crashing down. By identifying earnings manipulation and guaranteeing more accurate firm values, this clever little technology is here to save the day. A high M-Score could indicate higher risk, warranting a higher discount rate and thus a lower valuation.

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Data Update 1 for 2023: Setting the table!

Musings on Markets

Check rules of thumb : Investing and corporate finance are full of rules of thumb, many of long standing. For example, I have seen it asserted that a stock that trades at less than book value is cheap or that a stock that trades at more than twenty times EBITDA is expensive. High-Low Price Risk Measure 5. Cost of Debt 2.

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Data Update 1 for 2025: The Draw (and Danger) of Data

Musings on Markets

In corporate finance and investing, which are areas that I work in, I find myself doing double takes as I listen to politicians, market experts and economists making statements about company and market behavior that are fairy tales, and data is often my weapon for discerning the truth. Beta & Risk 1. Equity Risk Premiums 2.