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Musings on Markets: Data Update 1 for 2022: It is Moneyball Time!

CFO News Room

The table below lists my industry groups, with the number of companies in each one: I am sure that some of you will find even these industry groupings to be over-broad, but I had to make a compromise between having too many groupings, with not enough firms in each one, and too few.

Marketing 130
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To NPV or Not to NPV: That Is the Question

Fpanda Club

From the FP&A standpoint, which may also lack that entrepreneurial perspective, the use of the traditional tools of financial analysis based on the discounted cash flows not only perfectly supports this kind of behavior, but also justifies it.

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Data Update 1 for 2022: It is Moneyball Time!

Musings on Markets

The table below lists my industry groups, with the number of companies in each one: I am sure that some of you will find even these industry groupings to be over-broad, but I had to make a compromise between having too many groupings, with not enough firms in each one, and too few.

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

CFO News Room

Data: Trickle to a Flood! It is perhaps a reflection of my age that I remember when getting data to do corporate financial analysis or valuation was a chore. 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.

Marketing 130
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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.

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

Musings on Markets

To illustrate, consider a practice in valuation, where analysts are trained to add a small cap premium to discount rates for smaller companies, on the intuition that they are riskier than larger companies. In closing, I also want to dispense with the notion that data is objective and that numbers-focused people have no bias.

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Data Update 1 for 2023: Setting the table!

Musings on Markets

It is perhaps a reflection of my age that I remember when getting data to do corporate financial analysis or valuation was a chore. Thus, without a sense of what comprises a high or low profit margin for a firm, or what the cost of capital is for the typical company, it is easy to create "fairy tale" valuations and analyses.