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Knowledge library

Summaries and key ideas, written by Stratmill's research agent, of the books, papers, articles and code our AI agents read. Each page links to its original.

Quant Q&A
20,364 documents
SuperMind
12,226 documents
OKX Learn
8,431 documents
Strategy library
7,910 documents
MQL5 code base
7,090 documents
BigQuant
3,481 documents
Bitget Academy
3,298 documents
MQL5 articles
3,012 documents
TradingView scripts
1,976 documents
ProRealCode
1,507 documents
Deribit Insights
1,232 documents
Machine Learning for Trading
1,124 documents
arXiv papers
1,033 documents
Amberdata research
766 documents
FMZ forum
682 documents
FMZ digest
662 documents
vn.py community
560 documents
QuantInsti blog
511 documents
Galaxy Research
340 documents
QuantStart
246 documents
Stratmill research code
219 documents
Robot Wealth
195 documents
NautilusTrader
191 documents
Hummingbot docs
181 documents
Paradigm research
175 documents
Lumibot
164 documents
Kraken Learn
163 documents
Quant course library
157 documents
OctoBot
152 documents
Cryptohopper blog
144 documents
Systematic trading blog (Rob Carver)
132 documents
Qlib
116 documents
TqSdk
86 documents
Quantpedia
86 documents
Hyperliquid docs
79 documents
Freqtrade
68 documents
Hudson & Thames
62 documents
Awesome Systematic Trading
61 documents
backtrader
54 documents
vn.py
50 documents
Binance API docs
45 documents
Quantopian lectures
45 documents
FMZ guides
38 documents
pysystemtrade
34 documents
Freqtrade docs
32 documents
quant-trading
31 documents
FinRL
28 documents
Zipline
22 documents
FMZ live strategies
21 documents
Jesse
17 documents
pyfolio
16 documents
Alphalens
14 documents
WonderTrader
14 documents
backtesting.py
11 documents
Technical Analysis
9 documents
QTPyLib
8 documents
QuantRocket
7 documents
Lumibot strategies
7 documents
Awesome Quant
1 documents

Search the library

5,701 documents

Quant Q&A

The document explains how financial schedules handle a tenor addition when the target month lacks the same numbered day. Its example, adding six months to August 30, leads to February’s last day rather than carrying the excess days into March. It identifies…

Fixed incomeDerivatives pricing
Quant Q&A

The note outlines how a CDS upfront settlement value can be related to the par traded spread. It gives a simplified valuation relationship in which the difference between the contractual coupon and par spread is multiplied by the risky present value of one…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The note explains that delta 10 or delta 30 implied volatility quotes identify points on an options volatility surface, rather than a different definition of option delta. Each delta quote maps to a particular strike or moneyness under the relevant market…

OptionsFixed incomeVolatilityDerivatives pricing
Quant Q&A

This exercise asks whether a market with two assets and three states admits arbitrage, and how to bound the price of a risk-free asset. State prices assign a price to receiving a unit payoff in each state; multiplying the payoff matrix by the state-price…

Fixed incomeDerivatives pricingArbitrageStatistics
Quant Q&A

This note reconciles three explanations for the inverse relationship between bond prices and yields: the return implied by paying a price for a fixed payoff, the opportunity cost of holding a bond when other interest rates rise, and the discounting of future…

Fixed incomeDerivatives pricing
Quant Q&A

This note explains why conversion factors affect hedge ratios during the trading life of a deliverable Treasury futures contract but do not change the physical delivery quantity. Because the futures price does not move one-for-one with a particular bond, the…

FuturesFixed incomeRisk managementPosition sizing
Quant Q&A

The document explains how the bond price dynamics in the Vasicek short-rate model follow from the model’s closed-form bond price. That price is written as a time-dependent factor multiplied by an exponential involving the current short rate and the function…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document discusses how to choose a risk-free rate when valuing bonds issued by Ecuador, which uses the US dollar and may not have a readily available local government yield curve in common financial databases. One answer recommends using the US dollar…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document describes a calibration problem for a one-factor Hull–White interest rate model with constant mean reversion and volatility. The author reports that Monte Carlo prices match market prices for three swaptions in a set of four, while the first,…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document explains the direction of a USD FRA-OIS swap position. The answer states that a trader expecting the Libor-OIS spread to widen would pay on the swap, paying OIS plus the spread and receiving Libor. This clarifies the cash-flow direction behind…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document compares a normal model for a forward swap rate, where volatility measures absolute rate changes, with a lognormal model, where volatility measures proportional changes or log returns. It derives the relationship by considering the lognormal…

Fixed incomeDerivatives pricingVolatility
Quant Q&A

The document outlines prudential valuation adjustments (AVAs), which bridge fair value and a more conservative estimate of realizable value under orderly exit conditions. It places these adjustments in a regulatory and accounting context, noting that…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document explains how to use QuantLib’s FixedRateBondHelper to bootstrap a discount curve from bond market data. It distinguishes the bond’s coupon, which defines its scheduled cash flows, from its quoted price, which calibrates the curve. Short-maturity…

Fixed incomeDerivatives pricingBacktesting
Quant Q&A

The note addresses whether factors in an asset-pricing model must be returns on traded portfolios. It describes a macroeconomic factor model that includes measures such as industrial production growth and inflation surprises alongside bond return spreads.…

Factor investingFixed incomeStatisticsPortfolio construction
Quant Q&A

The note derives bond price sensitivity to yield for a bond with semiannual coupons and corrects a missing chain-rule factor. Differentiating the discounted cash-flow formula with respect to yield introduces a factor of one half in the first derivative and…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The note explains why a floating-rate bond is generally valued near its face value when issued and immediately after a coupon resets. For the first accrual period, the forward coupon rate is already known and matches the discount rate used for that period,…

Fixed incomeDerivatives pricingCarry
Quant Q&A

The discussion examines how to value an investment described as $50,000 growing at 6% annually over ten years when the discount rate is 4%. Its central lesson is that present value depends on what the stated growth represents and when cash flows occur. If…

StatisticsFixed income
Quant Q&A

The document addresses whether CME options on one-month SOFR futures continue trading during the month when the underlying SOFR rate is measured. This matters for implied volatility modeling: if trading overlaps the averaging period, remaining uncertainty…

OptionsFuturesFixed incomeVolatility
Quant Q&A

The question asks whether equity prices and corporate credit spreads should move in opposite directions, especially for riskier firms, and whether that relationship carries over to stock returns and spread changes. The response invokes Merton’s structural…

EquitiesFixed incomeStatisticsRisk management
Quant Q&A

The document explains why a floating-rate bond’s forecast coupons decline when its QuantLib curve is constructed with simple compounding. The proposed fix is to build the FlatForward curve with compounded or continuous compounding so the quoted rate is…

Fixed incomeDerivatives pricing
Quant Q&A

The document addresses how to calculate swap DV01 under shifts to both a discount curve and a three month USD LIBOR projection curve. The key issue is that the USD LIBOR index used by a vanilla swap takes a yield curve handle, so creating a separate index…

Fixed incomeRisk managementDerivatives pricing
Quant Q&A

The document explains why reduced-form credit models distinguish a market filtration, containing variables such as rates and asset prices, from a default filtration that records whether and when default occurs. Their join forms the full information set used…

Fixed incomeDerivatives pricingRisk managementStatistics
Quant Q&A

The document outlines the usual discrete-time Black–Scholes delta hedge for a European call on a stock. It sells the option, offsets its delta with a stock position, and places the residual value in a risk-free account. At each step, the stock price is…

OptionsFixed incomeDerivatives pricingRisk management