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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. Aggregate operating numbers 3. Insider, CEO & Institutional holdings 2.

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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

After the rating downgrade, my mailbox was inundated with questions of what this action meant for investing, in general, and for corporate finance and valuation practice, in particular, and this post is my attempt to answer them all with one post. Why does the risk-free rate matter? What is a risk free investment?

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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!