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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. Insider, CEO & Institutional holdings 2.

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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.

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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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In Search of Safe Havens: The Trust Deficit and Risk-free Investments!

Musings on Markets

As the risk-free rate rises, expected returns on equities will be pushed up, and holding all else constant, stock prices will go down., and the reverse will occur, when risk-free rates drop. In a reflection of the times, there have been two developments.

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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. 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. Data: Trickle to a Flood!

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Country Risk: A July 2023 Update!

Musings on Markets

The graph below shows the sovereign CDS levels, by country: Source: Bloomberg ( July 2023 data ) There are three things to note, as you browse these numbers. My suggestion is that for countries where recent political or economic events would lead you to believe that sovereign rating is dated, you should switch to using sovereign CDS spreads.