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Zināšanu bibliotēka

Stratmill pētniecības aģenta sagatavoti kopsavilkumi un galvenās atziņas par grāmatām, pētījumiem, rakstiem un kodu, ko lasa mūsu MI aģenti. Katrā lapā ir saite uz oriģinālu.

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

Meklēt bibliotēkā

Dokumentu skaits: 20,364

Quant Q&A

The discussion addresses a backtest in which a mean-reversion pairs strategy scales positions as the spread moves farther from its mean. Its central recommendation is to track daily profit and loss in currency terms, reflecting the strategy’s actual position…

Pāru tirdzniecībaAtgriešanās pie vidējās vērtībasVēsturisko datu pārbaudeRiska pārvaldība
Quant Q&A

The discussion examines the claim that a long calendar spread’s maximum loss is limited to its opening debit when the short option expires. In the usual intuition, if the underlying moves far below the strike, both calls lose value; far above it, both…

OpcijasSvārstīgumsRiska pārvaldība
Quant Q&A

The discussion considers whether a constant displacement can adapt a standard LIBOR market model to negative interest rates. It proposes applying the shift to the forward rates used in the diffusion and drift numerators, while the accepted response clarifies…

Fiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšanaSvārstīgums
Quant Q&A

This explanation distinguishes an ETF’s reporting or base currency from the currencies of the assets it holds. Using a Japan equity fund as an example, it says the fund owns Japanese yen-denominated stocks and converts their value into US dollars for daily…

AkcijasValūtu tirgusVairāku aktīvu tirdzniecība
Quant Q&A

The document works through the variance of a weighted basket when all asset returns have correlation one. For two assets, it writes the usual portfolio variance expression, including the covariance term, and recognizes that the expression becomes the square…

StatistikaSvārstīgumsPortfeļa veidošana
Quant Q&A

The document discusses how to calculate a one-year PRIIPs category 2 stress scenario for the Euro Stoxx 50 and why the reported value can change sharply between monthly KID dates. The response says the stress volatility should be based on rolling 21-day…

AkcijasSvārstīgumsRiska pārvaldībaStatistika
Quant Q&A

The document considers forecasting actual high-frequency prices, including bid and ask quotes, rather than forecasting volatility. It highlights practical challenges: model validity may be brief, validity is difficult to assess, and computationally expensive…

Augstas frekvences tirdzniecībaTirgus mikrostruktūraStatistikaMašīnmācīšanās
Quant Q&A

The discussion clarifies the difference between a cross-currency swap and a cross-currency basis swap, then illustrates how a basis swap can convert a foreign-currency bond exposure into a USD funding comparison. In the example, an investor exchanges USD…

Fiksēta ienākuma instrumentiValūtu tirgusAtvasināto instrumentu cenu noteikšanaPārnese
Quant Q&A

The document raises whether the price of a call or put butterfly can indicate the likelihood that a stock will finish near the butterfly’s middle strike. It questions a casual explanation based on at-the-money option delta and asks how to construct an…

OpcijasAtvasināto instrumentu cenu noteikšanaStatistika
Quant Q&A

A non-deliverable interest rate swap exchanges fixed and floating interest cash flows linked to one local currency, but settles the net amount in a deliverable currency such as USD or EUR. The example describes paying a fixed local-currency rate and…

Fiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšanaValūtu tirgusRiska pārvaldība
Quant Q&A

The discussion derives the distribution of a future asset price under geometric Brownian motion and clarifies the relationship between the distributions of log price and log return. Integrating the Black–Scholes dynamics from the current time to maturity…

OpcijasAtvasināto instrumentu cenu noteikšanaStatistika
Quant Q&A

The document formulates a fit between a target time series and a linear combination of two other series. It minimizes the sum of absolute residuals, the L1 norm, while constraining both coefficients to lie between minus one and one. This differs from…

StatistikaAtgriešanās pie vidējās vērtībasPāru tirdzniecība
Quant Q&A

The discussion distinguishes PCA scores, which describe observations such as dates in principal-component space, from factor loadings, which describe each stock’s exposure to the components. It explains why clustering loadings may emphasize a component with…

AkcijasFaktoru ieguldīšanaMašīnmācīšanāsStatistika
Quant Q&A

The discussion asks whether a payer Bermudan swaption’s chance of exercise at its first exercise date rises or falls as interest rates increase. Its answer gives an intuitive example: for a payer option with a fixed strike and a flat curve, low swap rates…

Fiksēta ienākuma instrumentiOpcijasAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document explains that life insurers can face equity risk through both their investment portfolios and the products they sell. In the European Union, Solvency II does not impose a blanket ban on equity holdings. Instead, insurers must hold sufficient own…

AkcijasRiska pārvaldībaFiksēta ienākuma instrumentiOpcijas
Quant Q&A

The document explains a payoff decomposition for a secured barrier call. The product pays the positive difference between the terminal stock price and the strike if the upper barrier is never reached; if the stock reaches that barrier before expiration, it…

OpcijasAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document explains how to translate a USD Libor curve into an equivalent EUR funding curve. Its central method is to convert EUR into USD at spot, accrue the USD cash at the relevant Libor rate, and convert it back to EUR at a forward FX rate. Comparing…

Valūtu tirgusFiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document asks whether a central bank's published government yield curve is a forecast of future policy rates or a curve derived from bond market prices. The context is the fall and steepening of UK gilt yields after the Brexit vote, which the question…

Fiksēta ienākuma instrumentiASV tirgi
Quant Q&A

The discussion examines a reproduction example used to explain how risk aversion might become prevalent over generations. Risk-averse tribbles always have three offspring, while risk-neutral tribbles have either two or four with equal probability. The…

StatistikaRiska pārvaldība
Quant Q&A

The document discusses estimating intraday liquidity at price levels to guide execution, rather than relying only on a time-based volume profile such as the U-shaped pattern used by a VWAP schedule. It suggests combining liquidity signals with a decision…

Rīkojumu izpildeTirgus mikrostruktūraTirgus veidošanaStatistika
Quant Q&A

The document considers which volatility input to use when pricing options on futures with the Black model or a binomial tree. Its central point is that the appropriate volatility depends on the asset class and on which instrument provides the most relevant…

OpcijasNākotnes līgumiSvārstīgumsAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document explains how risk-free rates affect long-short portfolio returns. If the long and short legs have equal funding amounts, subtracting the risk-free rate from each leg before combining them gives the same result as calculating the long-short…

StatistikaFaktoru ieguldīšanaPortfeļa veidošana
Quant Q&A

The document discusses ways to detect hidden liquidity in a limit order book. One proposed signal is repeated trading at a best bid or ask while displayed size is replenished, or while the price repeatedly returns to the same level despite continuing buying…

Tirgus mikrostruktūraRīkojumu izpildeAugstas frekvences tirdzniecība
Quant Q&A

The document asks whether the power-law tail exponent of log returns should remain the same when returns are aggregated from daily to longer horizons. It notes the theoretical argument that a regularly varying tail can preserve its exponent under…

AkcijasStatistikaRiska pārvaldība