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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
Quantpedia
Dokumentu skaits: 86
TqSdk
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
Quantopian lekcijas
Dokumentu skaits: 45
Binance API docs
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 document explains how a risk-neutral probability density for the underlying at expiration can be recovered from the second strike derivative of call prices, under a constant interest-rate assumption. Once recovered, the density can be integrated against…

OpcijasAtvasināto instrumentu cenu noteikšanaSvārstīgumsArbitrāža
Quant Q&A

The document works through a derivation associated with Jegadeesh and Titman’s explanation of momentum: the expected cross-sectional covariance between a stock’s return and its prior return. It clarifies that the bar denotes a cross-sectional average, then…

AkcijasCenas impulssFaktoru ieguldīšanaStatistika
Quant Q&A

The document concerns fitting a Libor Market Model volatility function to market observations by minimizing a nonlinear least-squares objective over five parameters. The calibration has positivity conditions, including a combined constraint on two…

Fiksēta ienākuma instrumentiSvārstīgumsAtvasināto instrumentu cenu noteikšanaStatistika
Quant Q&A

The document explains why the repo rate on a scarce, specific bond can fall when demand to borrow that bond rises. It corrects the intuition that bond buyers are borrowing more cash and therefore should pay a higher rate: in a repo transaction, one party…

Fiksēta ienākuma instrumentiPārneseTirgus mikrostruktūra
Quant Q&A

The document asks whether a one-day P/L estimate based on sensitivity to a zero-rate curve includes the effect of time passing. The setup recalculates the curve on the next day using the same bonds, whose remaining maturities have shortened, and applies the…

Fiksēta ienākuma instrumentiRiska pārvaldība
Quant Q&A

The note compares a discounting adjustment expressed as the expected discounted integral of the difference between a target rate and a base rate, multiplied by exposure, with a formula attributed to Piterbarg for a fully collateralized position. The apparent…

Fiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšanaRiska pārvaldība
Quant Q&A

Bid volume and ask volume refer to trades executed at the bid and ask prices. The note asks whether these quantities can be approximated when only open, high, low, close, and total volume are available. Its response says a model can be constructed, but the…

Tirgus mikrostruktūraStatistikaVēsturisko datu pārbaude
Quant Q&A

The note explains why an FX swap can retain a small exposure to the future spot rate even when its near and far legs exchange the same domestic notional. The key is that the notional returned at maturity does not include the interest that would have accrued…

Valūtu tirgusAtvasināto instrumentu cenu noteikšanaRiska pārvaldība
Quant Q&A

The document compares two ways to connect an Interactive Brokers tick feed to analytics and signal generation: a single integrated application that keeps data in memory and writes it to disk, or separate processes that persist feed data for independent…

Rīkojumu izpildeTirgus mikrostruktūraAugstas frekvences tirdzniecībaStatistika
Quant Q&A

The document considers how to select strategy parameters after ranking many combinations on an in-sample period and then checking the strongest performers on an out-of-sample period. Its answer warns that repeatedly selecting the top-performing percentage…

Vēsturisko datu pārbaudeStatistika
Quant Q&A

The document asks whether the variance of a price can be derived from the variance of its daily returns, including for use in Bollinger Bands. It explains that treating the previous price as known can yield a conditional relationship for one step, but that…

StatistikaSvārstīgumsTehniskie indikatoriAkcijas
Quant Q&A

The document distinguishes the regression meaning of alpha from the broader way traders use the term. In a single-benchmark model, portfolio returns are regressed on benchmark excess returns; beta captures market exposure, while alpha is the intercept…

StatistikaFaktoru ieguldīšanaPortfeļa veidošanaAkcijas
Quant Q&A

The document describes a market-making experiment in a video-game item marketplace. It reports that some items appeared to have stable supply and demand, while occasional sales below the best bid created negative spreads. A program repeatedly reposted quotes…

Tirgus veidošanaTirgus mikrostruktūraRīkojumu izpildeArbitrāža
Quant Q&A

The document explains how to calculate downside beta when the condition is that the benchmark return is below zero. The answer selects only the observations that meet the benchmark condition, then applies the ordinary beta calculation to those paired asset…

StatistikaRiska pārvaldībaAkcijas
Quant Q&A

The document asks how useful implied volatility remains when the Black–Scholes assumptions do not fit the market. It uses stock-borrowing fees as an example: different borrowing and lending rates can change the pricing equation, so an option price must be…

OpcijasSvārstīgumsAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document poses a risk-neutral pricing problem for a derivative that pays the square of a non-dividend-paying stock price at maturity. It proposes discounting the expected terminal payoff, but the attempted expression does not satisfy the Black–Scholes…

OpcijasAtvasināto instrumentu cenu noteikšanaStatistika
Quant Q&A

The document examines whether the single-index model determines the covariance between two stocks from their market betas and the market variance. It explains the textbook formula by expressing each stock’s excess return as a market-linked component plus an…

AkcijasStatistikaFaktoru ieguldīšana
Quant Q&A

The document asks why binomial short-rate models often assign equal risk-neutral probabilities to up and down moves, and whether model properties such as no drift or a flat volatility term structure depend on that choice. It highlights a concern: if changing…

Fiksēta ienākuma instrumentiStatistika
Quant Q&A

The document clarifies the relationship between normally distributed log returns and the expected value of a geometric Brownian motion price. If log price follows a Brownian process with drift μ and volatility σ, exponentiating it yields a lognormal price…

StatistikaAtvasināto instrumentu cenu noteikšanaSvārstīgums
Quant Q&A

The document describes a dissertation calculation of daily returns for a value-weighted portfolio of large corporations, using prior-day market values as weights to avoid using future information. It outlines normalizing market values across constituents,…

AkcijasPortfeļa veidošanaVēsturisko datu pārbaudeStatistika
Quant Q&A

The document considers portfolio shrinkage targets that do not require expected-return estimates, including minimum-variance, risk-parity, equal-risk, equal-weight, and maximum-diversification approaches. Such targets can temper noisy return estimates used…

Portfeļa veidošanaRiska pārvaldībaStatistika
Quant Q&A

The document explains how an Ornstein–Uhlenbeck process models reversion toward a long-run level and identifies the inverse reversion speed as its characteristic timescale. It notes that first-passage-time formulas can estimate how long a process takes to…

Atgriešanās pie vidējās vērtībasValūtu tirgusTehniskie indikatoriPozīcijas apjoma noteikšana
Quant Q&A

The document discusses how to interpret a participation threshold in a square-root market-impact model. It presents impact as proportional to volatility and the square root of order size relative to daily volume, and notes that the cited framework assumes…

AkcijasTirgus mikrostruktūraRīkojumu izpildeRiska pārvaldība
Quant Q&A

The document addresses whether different fixed rates in a fixed-for-fixed currency swap create a free return for one counterparty. Its explanation emphasizes that each party pays interest on a principal denominated in its currency and returns that principal…

Fiksēta ienākuma instrumentiValūtu tirgusAtvasināto instrumentu cenu noteikšana