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Fixed Income

Defaults and Recovery

A default is a failure to meet the terms of the indenture, which is not always a failure to pay. What holders recover depends on their position in the capital structure.

Advanced3 min read
Derivatives

The Greeks

Sensitivities of an option's price to each of its inputs. They are the vocabulary for describing what a position is actually exposed to.

Advanced4 min read
Derivatives

Vertical Spreads

Buying one option and selling another of the same type and expiry at a different strike. Both the cost and the maximum outcome are capped.

Advanced3 min read
Derivatives

Calendar Spreads

Selling a near-dated option and buying a longer-dated one at the same strike. The position is a bet on time and on volatility rather than on direction.

Advanced3 min read
Derivatives

Long-Dated Options

Options with expiries measured in years. Time decay is slower, the premium is larger, and the exposure to volatility and rates is correspondingly greater.

Advanced3 min read
Derivatives

Futures Margin and Daily Settlement

Futures margin is a performance bond, not a loan. Positions settle in cash every day, which means a losing position consumes cash before it is closed.

Advanced3 min read
Derivatives

Roll Yield in Practice

A fund holding futures must roll them forward. The shape of the futures curve determines whether that roll costs money or earns it, and over years the effect dominates.

Advanced3 min read
Derivatives

VIX and Volatility Products

An index measuring expected volatility over the next thirty days. It cannot be held directly, and the products referencing it behave differently from the index.

Advanced4 min read
Derivatives

Leveraged and Inverse Funds

Funds targeting a multiple of an index's daily return. The daily reset means their long-run behaviour differs from the multiple in ways that are mathematical rather than incidental.

Advanced3 min read
Portfolio

The Efficient Frontier

The set of portfolios offering the highest expected return for each level of risk. A foundational idea, and one whose inputs are estimates with enough error to move the answer entirely.

Advanced4 min read
Portfolio

Performance Attribution

Decomposing a return into the decisions that produced it. Without it, a good year and a lucky year look identical.

Advanced3 min read
Portfolio

Taking Money Out

Drawing down a portfolio is a different problem from building one, because the order of returns starts to matter. The same average return can produce very different outcomes.

Advanced4 min read
Quant

The Value Factor

The tendency for cheap securities to outperform expensive ones over long periods. One of the most studied effects in finance, and one that spent a decade not working.

Advanced4 min read
Quant

The Momentum Factor

Securities that have performed well over the past several months have tended to continue over the following months. Robust, widely replicated, and prone to sudden severe reversals.

Advanced3 min read
Quant

Quality and Profitability

Profitable, stable, conservatively financed companies have outperformed their opposites. The effect is well supported and the definition of quality is not standardised.

Advanced3 min read
Quant

Size and Low Volatility

Two of the original documented effects. One has weakened substantially since publication; the other contradicts the basic risk-return relationship and has persisted.

Advanced3 min read
Quant

Factor Cyclicality

Every documented factor has spent long periods underperforming. The horizon required to evaluate one is longer than most people's patience, which is part of why the premiums may persist.

Advanced3 min read
Quant

Backtesting

Testing a rule against historical data. The exercise is essential, straightforward to perform, and extremely easy to perform in a way that produces a meaningless result.

Advanced3 min read
Quant

Overfitting

A model complex enough to describe the past perfectly has described the noise as well as the signal, and the noise does not repeat.

Advanced4 min read
Quant

Survivorship and Look-Ahead Bias

Two errors that inflate results silently. One tests only the securities that made it; the other uses information that was not available at the time.

Advanced4 min read
Quant

Modelling Transaction Costs

The gap between a backtest and a live result is usually costs. They are certain, they scale with turnover and size, and they are the most commonly omitted input.

Advanced3 min read
Quant

Walk-Forward Testing

Fitting on one window and testing on the next, repeatedly. It is the closest a historical test can come to simulating how a strategy would actually have been run.

Advanced4 min read
The PlatformPremium

Deep Dive 2: Ranking the Market

The same data turned outward. Ten cards that rank, screen and search the whole market rather than describing one company.

Advanced4 min read
The PlatformTools

Institutional Ownership and Flows

13F holdings aggregated by ticker and by manager, with quarter-over-quarter changes, plus fund and ETF ownership. Powerful, and only if the filing's limits are understood.

Advanced4 min read
The PlatformAlerts

How Setup Detection Decides

The methodology behind the nightly sweep: what it measures, why it runs on daily bars after the close, and what it deliberately does not attempt.

Advanced4 min read
The PlatformAlerts

How Alert Performance Is Measured

What the performance record counts, how it is calculated, and the reasons any published record has to be read with the methodology beside it.

Advanced5 min read
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