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Musings on Markets: Data Update 1 for 2023: Setting the table!

CFO News Room

Mean reversion : I am not a knee-jerk believer in mean reversion, but the tendency for numbers to move back towards averages is a strong one. Counter made-up numbers : It remains true that people (analysts, market experts, politicians) often make assertions based upon either incomplete or flawed data, or no data at all.

Marketing 130
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Data Update 5 for 2024: Profitability - The End Game for Business?

Musings on Markets

In my last three posts, I looked at the macro (equity risk premiums, default spreads, risk free rates) and micro (company risk measures) that feed into the expected returns we demand on investments, and argued that these expected returns become hurdle rates for businesses, in the form of costs of equity and capital.

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Data Update 1 for 2021: A (Data) Look Back at a Most Forgettable Year (2020)!

Musings on Markets

In closing, I also want to dispense with the notion that data is objective and that numbers-focused people have no bias. Finally, it is worth noting that, notwithstanding the travails of last year, the number of firms in the data universe increased from 44,394 firms at the start of 2020 to 46,579 firms, a 4.9%

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

Musings on Markets

The numbers that I computed opened my eyes to how much perspective on the high, low, and typical values, i.e., the distribution of margins, helped in valuing the company, and how little information there was available, at least at that time, on this dimension. Aggregate operating numbers 3. Tax rates 4. Financing Flows 5.

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Data Update 1 for 2023: Setting the table!

Musings on Markets

Mean reversion : I am not a knee-jerk believer in mean reversion, but the tendency for numbers to move back towards averages is a strong one. Counter made-up numbers : It remains true that people (analysts, market experts, politicians) often make assertions based upon either incomplete or flawed data, or no data at all.