Investing

Neuroeconomics - Your Brain on Money Decisions

You know all those behavioral biases we talked about in earlier chapters? Loss aversion, status quo bias, overconfidence. The big question hanging over all of them is simple. Where do they come from? Are we born with them? Did we learn them from our parents and culture? Or is there something deeper going on inside our actual brains?

Finishing Up: The Future of Private Capital

We’ve reached the end of our retelling of Cyril Demaria’s “Introduction to Private Equity, Debt and Real Assets.” It’s been quite a journey—from Christopher Columbus to multi-billion dollar mega-funds.

Mean Reversion - Value vs Growth Stocks and the Overreaction Debate

Benjamin Graham is probably the most famous contrarian investor who ever lived. Together with David Dodd, he invented what we now call value investing. The whole idea is simple. Buy stocks that other people don’t like. Stocks with low prices compared to their earnings or book value. Cheap stocks. Unpopular stocks.

Fama-French and Predicting Stock Prices

In 1992 two economists published a paper that accidentally shook the foundations of modern finance. They did not mean to. They were actually trying to defend the system. But what they found in the data was so clear and so stubborn that it changed how everyone thought about stock prices.

The Illusions That Make Investors Overconfident

You ever played the Madden NFL video game? For years, EA Sports put a top player on the cover. And then something funny kept happening. The cover athlete would have a terrible next season. Injuries, bad stats, team losses. Fans started calling it the Madden Curse. Some players actively tried to avoid being on the cover.

Chapter 1: The Heart of the Machine - The Entrepreneur

We’ve talked about history, but let’s get into the real engine of private equity: the entrepreneur.

Cyril Demaria makes one thing very clear: without entrepreneurs, private equity has no reason to exist. The entrepreneur is the one who takes a bunch of separate pieces—time, money, ideas—and turns them into something way bigger than the sum of its parts.

The Myth of the Rational Investor

Economics has a favorite character. The Rational Man. He always knows what he wants. He always picks the best option. He never panics, never gets confused, never makes a dumb choice because he’s tired or emotional.

Technical Traders and Herd Behavior in Markets

You ever watch financial news and hear someone say “the market broke through resistance” or “the market looks tired”? These phrases sound like the market is some living creature with feelings. And if you come from a science background, your first reaction is probably: what does that even mean?

Noise Traders and Why Prices Can Be Wrong

Economics has a rule that sounds so obvious it barely needs saying. If two things are identical, they should have the same price. If they don’t, someone will buy the cheap one and sell the expensive one until prices meet in the middle. Easy. Done. Move on.

The Market Model and CAPM Basics for Regular People

Chapter 2 of Burton and Shah’s book is about the math behind stock prices. Don’t run away yet. I promise to keep it simple. The chapter introduces something called CAPM and the “market model.” These are the tools that traditional finance uses to describe how stock prices should behave. And if you want to understand why behavioral finance matters, you need to know what it’s arguing against.

Let's Talk About Private Equity: Starting a New Book Series

I’ve been reading a lot of books on finance lately. Most of them are either too simple or way too complicated for anyone who doesn’t have a PhD in math. But I found one that actually makes sense. It’s called “Introduction to Private Equity, Debt and Real Assets” by Cyril Demaria.

The Efficient Market Hypothesis Explained Simply

Chapter 1 of Burton and Shah’s book gets right to the big idea. The Efficient Market Hypothesis. EMH for short. This is the theory that traditional finance is built on, and it is the thing behavioral finance tries to tear apart.

What Even Is Behavioral Finance? the Big Debate Explained

Let me tell you something that took me years to figure out. Traditional economics and finance are built on one really big assumption: that people are rational. And not just a little rational. Perfectly, mathematically, always-making-the-best-choice rational.

Hedge Fund Scoring Model: Making the Final Investment Decision

Chapter 12 is the final chapter and it is where everything comes together. After all the sourcing, screening, interviewing, number crunching, operational checks, risk reviews, and reference calls, Travers shows us how to take all that work and turn it into a single, structured decision.

Risk Due Diligence: How to Spot Hidden Dangers in Hedge Funds

Chapter 10 opens with a Warren Buffett quote: “Risk comes from not knowing what you’re doing.” Hard to argue with that. Travers uses this chapter to walk us through the risk due diligence process, and honestly, some of the findings are pretty eye-opening.

Hedge Fund Operations Checklist: What to Verify Behind the Scenes (Part 2)

In Part 1 we covered the big picture of operational due diligence and why so many hedge fund failures trace back to operational problems. Now in Part 2, Travers lays out exactly what to check, what questions to ask, and then shows us a real example interview with the operations team at Fictional Capital Management (FCM).

Evaluating Hedge Fund Portfolio Data and Construction (Part 2)

In Part 1 we looked at how to get portfolio data from 13F filings and started breaking down Fictional Capital Management’s long book. Now we continue with more portfolio metrics and, more importantly, the liquidity analysis that catches the fund manager in a contradiction.

Hedge Fund Portfolio Analysis: Attribution and Fundamentals (Part 1)

Chapter 7 opens with two quotes. One from Bernard Madoff saying he can’t discuss his proprietary strategy, and one from George Soros about how it’s not about being right or wrong, but how much you make when right and how much you lose when wrong. That contrast alone tells you everything about why portfolio analysis matters.

Hedge Fund Quantitative Analysis: Measuring Returns and Risk

At this point in the book, we have collected the basic info from the hedge fund manager, done an initial review, and had a phone interview. Now comes the numbers part. Chapter 6 of “Hedge Fund Analysis” by Frank J. Travers is about crunching performance data, and it is packed with formulas and statistics.

Hedge Fund Manager Interviews: Meeting Notes and Follow-Up (Part 2)

In Part 1, we watched Travers set up and begin his initial phone call with Jaime Williams from Fictional Capital Management. Now we pick up where we left off, with the conversation getting into the really meaty stuff: asset growth, liquidity, short selling, risk management, and the all-important question of what makes this fund special.

Chapter 6: Is Private Equity Going Mainstream? Trends, Bubbles and Dry Powder

Private equity used to be the quiet kid in the back of the finance classroom. Small groups of rich people pooling money together to buy companies, fix them up, sell them. Nobody outside the industry really cared. That changed. PE firms got huge, went public, and started buying companies the size of small countries. Chapter 6 of Demaria’s book asks the obvious question: is private equity going mainstream? And if so, what does that mean for everyone involved?

Chapter 5: The 7 Steps of a Private Equity Deal

You want to buy a company. Or at least a piece of one. How does that actually work? Chapter 5 of Demaria’s book lays it out in 7 steps. The whole thing takes 3 to 18 months depending on the deal. And really, the entire process boils down to one word: trust. Buyer and seller have to trust each other enough to make a deal happen. Let’s walk through it.

Hedge Fund Data Collection: 13F Filings and Beyond (Part 2)

In Part 1 we looked at what a Due Diligence Questionnaire (DDQ) is and how Travers uses it to collect initial data on a hedge fund. In this second part, we cover the rest of the DDQ, the other materials you should request, how to analyze performance data, and one of the most useful free tools out there: SEC 13F filings.

Hedge Fund Due Diligence: A Step-by-Step Framework

Chapter 3 kicks off Part Two of the book, and this is where things get practical. We are done with the history lessons and strategy overviews. Now Travers rolls up his sleeves and shows us how to actually evaluate a hedge fund step by step.

The Hedge Fund Book Introduction - What You Need to Know First

The introduction of The Hedge Fund Book starts with a pretty bold question. What if you could sit down with 30 hedge fund veterans and just ask them everything? What if someone spent over $80,000 hiring professionals with 7 to 30 years of experience to share their best advice?

The Hedge Fund Book Preface - How Richard Wilson Got Into Hedge Funds

The preface of “The Hedge Fund Book” starts with Richard Wilson explaining why he wrote this thing in the first place. And honestly, his reason is pretty relatable. He read most hedge fund books out there over seven years and couldn’t find one that gave you straight, unfiltered advice from actual hedge fund managers.

Chapter 3 Part 2: How PE Funds Actually Work - Fees, Incentives and Power

So you have a bunch of big investors who want to put money into private equity but don’t want to pick companies themselves. What do they do? They hand their money to a fund manager and say “go make us rich.” Sounds simple. But the details of how that relationship works, how the fund manager gets paid, and what stops them from just enriching themselves at your expense? That is where it gets interesting.

Hedge Fund History: From Alfred Jones to George Soros (Part 1)

Chapter 1 of Travers’s book opens with a quote from Mark Twain: “History doesn’t repeat itself, but it does rhyme.” And then Travers immediately proves it by describing a 1970 article from Fortune magazine that sounds like it was written yesterday. Hedge funds losing money, managers getting overconfident, regulators circling. That article is from 1970. Let that sink in.

Chapter 2 Part 2: Private Equity in Europe and Emerging Markets

In part 1 we talked about how the US basically invented private equity. Now the question is: can everyone else just copy the homework? Demaria’s answer is basically “it’s complicated.” Europe tried to adapt the American model. Emerging markets are still figuring things out. And the results are… mixed.

Chapter 2 Part 1: How the USA Built the Private Equity Machine

Chapter 2 of Demaria’s book opens with a fun question: is modern private equity a French invention? The word “entrepreneur” is French. The guy who basically created modern venture capital, Georges Doriot, was French. But he did it in America. At Harvard, not in Paris. That tells you something about where the conditions were right.

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