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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 presents a first-difference regression for studying how deposit rates respond to lagged changes in the Federal Funds Rate. Its interaction term switches on when the rate change is positive, allowing the estimated pass-through to differ between…

Fixed incomeStatisticsUS markets
Quant Q&A

The document discusses building a short Treasury spot-rate curve when several securities mature on the same date. For bootstrapping, the answer recommends choosing one bond per maturity, with a newer issue offered as a practical selection rule. A fitted…

Fixed incomeUS marketsStatistics
Quant Q&A

The document clarifies the cash flow a bondholder receives at maturity. For a zero-coupon bond, there are no periodic coupon payments; the bond is typically purchased below face value and pays its face value at maturity. For other fixed-income bonds, the…

Fixed income
Quant Q&A

The document frames a pricing question about mid-curve swaptions: options that expire before the underlying forward-starting swap begins. A common approximation constructs the forward swap's volatility from the volatilities of two spot-starting swaps and…

Fixed incomeOptionsVolatilityDerivatives pricing
Quant Q&A

The document considers a fixed-income claim about coupon bonds: when yields to maturity increase with maturity, the maturity-matched spot rate is at least as high as the bond’s yield to maturity. It explains that a coupon bond’s price can be represented…

Fixed incomeStatistics
Quant Q&A

The document introduces a framework for understanding calendar spreads between bond futures maturities. It decomposes a bond futures price into the underlying spot bond price, carry, delivery option value, and relative richness or cheapness. A calendar…

FuturesFixed incomeCarryDerivatives pricing
Quant Q&A

The document explains how to distinguish a forward’s fixed delivery price from its changing market price and value. Once entered, the contract’s delivery price stays fixed; a later quoted forward price applies to a newly written contract. The value before…

FuturesFixed incomeDerivatives pricing
Quant Q&A

The document presents a proposed multi-year study plan for someone preparing for quantitative finance. It groups resources into foundational probability and statistics, derivatives and mathematical finance, programming in C++, Python, and R, stochastic…

StatisticsDerivatives pricingFixed income
Quant Q&A

The document considers whether simulated instantaneous rates from a Vasicek or Hull–White model can be integrated to produce observed one- or three-month LIBOR. Its answers explain that a one-factor Hull–White setup is typically calibrated to one market…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document raises a question about a bond-pricing argument in Duffie and Lando’s model. The model is described as specifying an asset that follows geometric Brownian motion and pricing a bond using a restricted information filtration, without an explicit…

Fixed incomeStatistics
Quant Q&A

The document compares several ways to describe interest-rate sensitivity in fixed-for-floating swaps. One explanation treats a swap as a long position in one leg and a short position in the other, illustrating how their sensitivities can have opposite signs.…

Fixed incomeDerivatives pricingRisk managementStatistics
Quant Q&A

The note outlines two main decisions when building corporate bond yield curves: how to group securities into curve subsets and how to fit a curve to each subset. Grouping can reflect credit quality, sector, issuer, currency, coupon type, seniority, or other…

Fixed incomeStatisticsPortfolio construction
Quant Q&A

The note explains why the survival probability of a full 0–100% credit index tranche includes the recovery rate. It defines index loss from default indicators and recoveries, then shows that expected loss under a common recovery assumption is the loss given…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document addresses why a Libor forward rate can have zero drift under its own forward measure yet acquire drift under a different measure, while caplets and floorlets are commonly priced with Black’s formula. The response identifies an error in the…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document answers whether accrued interest should be added separately when valuing a swap between payment dates. Its guidance is to discount and sum the cash flows from both legs; that present value is already an inclusive, or dirty, value that accounts…

Fixed incomeDerivatives pricing
Quant Q&A

The document asks whether pricing a vanilla interest rate swap requires a model for the dynamics of rates, given that swap valuation is often described as reading from a yield curve. Its answer is conditional: the curve construction depends on the index,…

Fixed incomeDerivatives pricingFutures
Quant Q&A

The document asks how to convert premiums for options on bond prices into premiums for options on bond yields, assuming normally distributed yields and Bachelier pricing. It describes a Taylor expansion of the yield as a function of bond price, expressing a…

Fixed incomeOptionsDerivatives pricingVolatility
Quant Q&A

The document considers when the LIBOR market model (LMM) can be represented as Markovian in its driving Brownian motions. It notes that state-dependent drifts prevent strict Markovianity in those motions. Predictor-corrector schemes can approximate the…

Fixed incomeStatistics
Quant Q&A

The document distinguishes spread-based bond valuation from explicit default modeling. A Z-spread discounts a bond’s promised cash flows at risk-free rates plus a constant spread, treating those cash flows as certain to arrive. The spread measures the extra…

Fixed incomeDerivatives pricingRisk management
Quant Q&A

The document derives the time integral of the Ho–Lee short rate, where the short rate has constant volatility and a deterministic drift adjustment under the risk-neutral measure. Rewriting the rate from its value at the start of the pricing interval…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The question concerns constructing a trinomial tree for the Hull–White interest-rate model in QuantLib, identifying the relevant API, and inspecting the tree used by a swaption pricing engine. The answer points to the model’s tree method as the route to…

Fixed incomeDerivatives pricingOptions
Quant Q&A

The note explains why a one-year GBP swap quote cannot be directly checked against the quoted one-year LIBOR rate. A semiannual floating leg resets at six-month intervals, and six-month fixings at different future dates are distinct forward rates; they do…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The note addresses whether an 18-month SOFR overnight indexed swap should be modeled as a single payment when building a zero curve. It explains that OIS coupon timing depends on the contract’s payment convention: possible structures include annual payments…

Fixed incomeDerivatives pricing
Quant Q&A

The document derives how to interpolate a discount factor between two curve nodes when the continuously compounded forward rate is constant across the interval. Starting from the relationship between the endpoint discount factors, it expresses the forward…

Fixed incomeStatisticsDerivatives pricing