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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 examines haircuts in bond repurchase agreements, framing a repo as an exchange of cash and bonds that is reversed at maturity. It asks why market practice generally uses overcollateralization, how that convention relates to the risks of the cash…

Fixed incomeRisk management
Quant Q&A

The document raises a risk-modeling question about constructing historical returns for a long-dated German government bond with a zero coupon. The author is building a historical Value at Risk model and is concerned that very low yields, including yields at…

Fixed incomeRisk managementStatistics
Quant Q&A

The document asks how to supply mean reversion values and their effective dates when calibrating a Hull–White interest rate tree in MATLAB to price a coupon-bearing bond. The author has volatility term structures, zero curves, bond market prices, and dates,…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document clarifies that distance to default is expressed in standard deviations, not in units of time such as years. It describes the measure as a firm’s distance from a default threshold in a statistical framework, so a larger positive value indicates…

Fixed incomeRisk managementStatistics
Quant Q&A

The document surveys instruments used to construct money-market curves under multi-curve methods, with emphasis on USD and questions about EUR, GBP, and JPY. It explains that instruments tied to different floating-rate indices inform different forward curves…

Fixed incomeFuturesDerivatives pricingStatistics
Quant Q&A

The document examines the common claim that a floating-rate note trades at par on each coupon reset date, asking whether this remains true when the issuer's credit quality changes. The response confirms that credit deterioration can affect the note's price,…

Fixed incomeRisk managementStatistics
Quant Q&A

The document clarifies that the Federal Funds rate is quoted on an annual basis even though it refers to overnight lending between depository institutions. To calculate interest on a one-day loan, the annualized rate is applied using the Actual/360 day-count…

Fixed incomeStatistics
Quant Q&A

The document outlines ways to identify potentially suspicious bond trading without relying on a single fixed percentage threshold. One suggestion is to compare daily price or spread changes with option-implied or historical volatility and use a multiple of…

Fixed incomeVolatilityRisk managementMarket microstructure
Quant Q&A

The answer connects a parabolic partial differential equation with a source term to a contingent claim that pays continuously according to the state of an underlying Brownian motion and makes a terminal payment. Its value is represented as the expected…

Derivatives pricingStatisticsFixed income
Quant Q&A

The note explains why two zero-coupon bond pricing formulas appear in finance. With a constant short rate, the bond price is the exponential discount factor for the rate multiplied by time to maturity. When rates vary randomly, pricing instead takes the…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The document asks how coupon payments should be handled when valuing a callable or puttable bond on a binomial tree: should the coupon be added before applying the call or put exercise limit, or afterward? The answer emphasizes that the result depends on the…

Fixed incomeOptionsDerivatives pricingRisk management
Quant Q&A

The document considers a zero-coupon bond when the short rate follows a diffusion with constant volatility and the market price of interest-rate risk is set to zero. It corrects an attempted valuation that discounts the payoff using only the current short…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The question asks how a bond with a 7% coupon could yield about 6.7% when purchased for 101 per 100 of face value. It tries to reproduce the quoted yield by discounting coupon and principal payments, but the result depends on the timing assumed for the first…

Fixed incomeDerivatives pricingStatistics
Quant Q&A

The discussion explains the notation for a one-period holding return on a zero-coupon bond. The return compares the bond’s log price at time t, when it has n periods remaining, with its price at time t+1, when one period has passed and only n−1 periods…

Fixed incomeStatistics
Quant Q&A

The document considers how to determine a Bermudan swaption exercise notification date defined as a number of business days before an already adjusted settlement date. The example uses an FpML relative-date specification with a negative business-day offset,…

Fixed incomeDerivatives pricing
Quant Q&A

The document explains how Girsanov’s theorem relates Brownian motion under a real-world probability measure to Brownian motion under an equivalent measure. A kernel determines the drift adjustment, and the Radon–Nikodym density process defines the…

StatisticsDerivatives pricingFixed income
Quant Q&A

The document considers which discount rate to use when valuing a repurchase agreement through discounted cash flows. It contrasts a general risk-free curve, such as overnight indexed swap or fed funds rates, with a market repo curve. The response argues that…

Fixed incomeRisk management
Quant Q&A

The document explains why adding key rate durations can approximate a bond’s effective duration under a parallel yield curve shift. Key rate duration measures the sensitivity of present value to one particular curve point, while effective duration measures…

Fixed incomeRisk managementStatistics
Quant Q&A

The document explains why a forward curve above a par yield curve does not, by itself, show that bonds are cheap. For an upward-sloping yield curve, forwards tend to sit above par yields; the reverse relationship holds for a downward-sloping curve. The…

Fixed incomeStatistics
Quant Q&A

The discussion explains how to interpret point-in-time default probabilities as conditional probabilities over successive periods. If each quarterly PD is already conditional on survival to the start of that quarter, quarterly survival is one minus that PD;…

Fixed incomeStatisticsRisk management
Quant Q&A

This discussion clarifies how carry and roll-down are defined for a receive-fixed interest rate swap. It questions a description of upfront carry as the difference between present values of current and forward-starting swaps, since those values depend on the…

Fixed incomeCarryDerivatives pricing
Quant Q&A

The document distinguishes valuing a dividend-paying stock from valuing an entire corporation. The question supplies projected free cash flow to the firm, a constant perpetual growth assumption, and the weighted average cost of capital. The answer explains…

EquitiesFixed incomePortfolio construction
Quant Q&A

The document explains how to define a regular swap coupon schedule before applying business-day adjustments. It identifies the effective and termination dates, optional front or back stub dates, payment frequency, roll convention, date modifier, and calendar…

Fixed incomeDerivatives pricing
Quant Q&A

The document asks how to interpret p-values and statistical significance when working with financial time series, where observations are successive measurements of the same variables rather than an obvious random sample from a fixed population. It also…

StatisticsFixed incomeRisk managementBacktesting