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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
Quantpedia
86 documents
TqSdk
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
Quantopian lectures
45 documents
Binance API docs
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 response sketches a possible connection between credit availability and equity markets through interest rates and central bank policy. It describes commercial lending rates as linked to broader rates, and central banks as adjusting policy in response to…

EquitiesFixed incomeStatistics
Quant Q&A

The document compares two ways to discount future coupons when solving iteratively for a bond yield or floating-rate note discount margin. One discounts cash flows using a zero rate to each payment date; the other compounds period by period using accrual…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document derives the value of a floating-rate bond by pricing its coupon payments and principal as cash flows that can be replicated with zero-coupon bonds. It defines each LIBOR coupon from the bond price over its accrual period, then shows that the…

Fixed incomeDerivatives pricingArbitrage
Quant Q&A

The document explains a proposed way to divide non-maturity deposits into core and non-core balances for interest rate risk modeling. It distinguishes stable balances, which tend to remain on account, from core balances, which are also unlikely to reprice…

Fixed incomeRisk managementPortfolio construction
Quant Q&A

The document raises a conceptual question about how bond maturity and yield relate to convexity. It presents two proposed statements: that longer maturity leads to higher convexity, and that lower yield leads to higher convexity. The author reasons that…

Fixed incomeRisk managementStatistics
Quant Q&A

The document explains how fitted yield curves relate to observed coupon bond data and to zero-coupon rates. Early curves were drawn through individual bond yields, often emphasizing bonds trading near par because coupon differences make yields harder to…

Fixed incomeStatistics
Quant Q&A

The document compares simple functional fits to a set of bond yield observations: a linear fit against square-root maturity, a linear fit against log maturity, and a quadratic fit. The author describes visual shortcomings in each curve and asks whether any…

Fixed incomeStatisticsBacktesting
Quant Q&A

The document clarifies that Macaulay duration is related to, but is not itself, the slope of a bond’s price-yield curve. For a bond priced from discounted cash flows, the slope depends on both price and duration; under the convention shown, it equals…

Fixed incomeRisk managementStatistics
Quant Q&A

The document shows how to express a stochastic interest rate with deterministic time-varying drift as the sum of a random component and a deterministic component. The rate follows a mean-reverting diffusion with constant mean-reversion and volatility…

Fixed incomeStatistics
Quant Q&A

The thread examines whether VaR equivalent volatility (VEV), a PRIIPs key information document measure, can be negative. It gives the formula used to convert a VaR measure into VEV and argues that if VaR is interpreted as the fraction of the amount invested…

StatisticsRisk managementFixed income
Quant Q&A

The document explains why the value at time t of a unit payment due at time T is expressed using the accumulated short rate from t to T. It defines the growth of a unit investment from time zero to each date, then obtains the discount factor by dividing…

Fixed incomeDerivatives pricingOptions
Quant Q&A

The document develops a pricing route for a European call on a zero-coupon bond in the Vasicek short-rate model. The bond price is represented as an exponential-affine function of the current short rate, and the option payoff is split into a bond-value term…

Fixed incomeOptionsDerivatives pricingStatistics
Quant Q&A

The document discusses whether a well-known book on Treasury bond basis remains useful for learning US Treasury bond and note futures. The respondent considers it a strong reference for the market’s history and analytical methods, despite its publication…

FuturesFixed incomeUS markets
Quant Q&A

The document shows an attempt to reproduce a Federal Reserve rate-hike probability displayed by a futures-market calculator. It uses two monthly fed funds futures prices to infer the implied average rates for the current and following months, then solves for…

FuturesFixed incomeUS marketsStatistics
Quant Q&A

The document raises an accounting question about Federal Reserve overnight and term repo operations during periods when dealers face year-end balance-sheet constraints. It asks whether a dealer’s repo with the Fed, in which the dealer receives cash and posts…

Fixed incomeMarket microstructure
Quant Q&A

The document addresses why a normal-model swaption price may appear too high when compared with a lognormal Black-model price. The response identifies a likely source of the mismatch: normal and lognormal volatilities use different scales and cannot be…

Fixed incomeOptionsVolatilityDerivatives pricing
Quant Q&A

The document explains how to combine the interest-rate sensitivity of discounted insurance claims and recoveries. It treats the cashflows as a portfolio and uses value-weighted durations, with recoveries represented by a negative value. The resulting net…

Fixed incomeRisk managementPortfolio construction
Quant Q&A

The document presents a fixed-rate bond pricing discrepancy: QuantLib returns a price just below par when the stated coupon and yield are equal, while spreadsheet and market tools reportedly return par. The accepted response supplies a matching setup using a…

Fixed incomeDerivatives pricing
Quant Q&A

This document outlines trade-offs among three interest-rate option model families. It describes SABR as a formula-based approach used for European swaptions and some foreign-exchange vanilla options, with efficient computation and established hedging…

OptionsFixed incomeVolatilityDerivatives pricing
Quant Q&A

The document clarifies two common interest-rate sensitivity scenarios. A parallel shift bumps all curve inputs together, producing a duration-like measure; a key-rate shift bumps one market quote at a time while holding the others fixed, producing…

Fixed incomeRisk managementDerivatives pricing
Quant Q&A

The document considers whether a financial institution could use a short-dated options position to reduce its reported exposure to a prescribed regulatory yield-curve shock. Its example is a strangle whose strike range corresponds to part of the shock,…

Fixed incomeOptionsArbitrageRisk management
Quant Q&A

The document addresses a calibration step in the one-factor Hull–White interest-rate model: finding the critical rate that satisfies the equation used in an analytical swaption pricing formula. It explains that this root generally has no closed-form…

Fixed incomeOptionsDerivatives pricingStatistics
Quant Q&A

The document poses a no-arbitrage relationship for risk-free zero-coupon bonds when interest rates are deterministic. The cost today of investing through two successive periods should equal the cost today of buying a bond that pays at the end of the same…

Fixed incomeArbitrage
Quant Q&A

The document derives the conditional distribution moments for a Vasicek short-rate process with mean-reversion rate, long-run average rate, and constant diffusion coefficient. Rewriting the drift in terms of the long-run level makes the process a…

Fixed incomeStatisticsDerivatives pricing