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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 document asks why an American put’s value approaches zero near expiration in a specified region above its optimal exercise boundary, even though its terminal payoff is the positive part of strike minus stock price. It introduces time remaining to…

OpcijasAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document raises a diagnostic question about Jarque–Bera test values reported alongside lag-one autocorrelation, a Ljung–Box statistic, skewness, and kurtosis. The author observes that the Jarque–Bera statistic rises sharply when kurtosis is high and asks…

StatistikaRiska pārvaldība
Quant Q&A

The document asks whether a risky asset modeled as an exponential of a Lévy process is well defined and has finite first and second moments. Its Lévy measure combines negative jumps at integer sizes, weighted by a geometric sequence, with positive jumps…

StatistikaAtvasināto instrumentu cenu noteikšanaRiska pārvaldība
Quant Q&A

The document surveys ways to identify candidate pairs for a pairs-trading strategy. It describes a statistical route—searching across instruments for correlated price movements—and names cointegration as a commonly discussed selection approach. It also…

Pāru tirdzniecībaAkcijasStatistikaAtgriešanās pie vidējās vērtības
Quant Q&A

The document examines whether the covariance matrix supplied to R’s quadratic programming solver should be doubled when constructing a mean-variance efficient frontier. The question arises because the solver’s objective includes a one-half factor on its…

AkcijasPortfeļa veidošanaRiska pārvaldībaStatistika
Quant Q&A

The document explains why the drift of log returns under geometric Brownian motion is lower than the drift of percentage returns. Starting from the stochastic price process, it uses a small-change approximation for the logarithm of one plus a return. The…

StatistikaSvārstīgums
Quant Q&A

The document asks how to express a callable bond’s payoff and relate its value to a straight bond and an embedded call option. It presents a proposed payoff formula for a bond callable at a specified date and strike, but does not validate the formula; the…

Fiksēta ienākuma instrumentiOpcijasAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document raises a diagnostic question about a pair-trading setup: after using linear regression to estimate a hedge ratio, the residuals appear stationary but visually resemble the price series of the dependent asset. It asks what this appearance means…

Pāru tirdzniecībaStatistikaAtgriešanās pie vidējās vērtības
Quant Q&A

The document surveys ways sine, cosine, and related functions appear in financial calculations. Fourier methods use trigonometric components in applications such as option valuation, value-at-risk, and time-series analysis. Trigonometric functions can also…

OpcijasStatistikaAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document explains why Black–Scholes implied volatility can vary with an option’s strike, forming a smile or skew. It begins from the model’s assumptions of constant volatility and continuous price paths, then frames implied volatility as the…

OpcijasSvārstīgumsAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document asks whether a trader with limited capital can design a futures strategy that profits regardless of every possible sequence of price moves. Its answers connect the question to arbitrage and the assumption of no arbitrage in market models, and…

Nākotnes līgumiArbitrāžaRiska pārvaldībaStatistika
Quant Q&A

The document discusses a QuantLib bootstrapping error caused by combining Japanese yen overnight indexed swap market data from two trade dates in one curve. Instruments from different dates can share maturity pillars, triggering a duplicate-pillar error, but…

Fiksēta ienākuma instrumentiStatistika
Quant Q&A

The document explains the stochastic-calculus shorthand that the square of a Brownian motion increment behaves like a time increment. It identifies this rule as a lemma associated with Itô calculus, rather than an arbitrary definition, and connects it to…

StatistikaAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document addresses how to calculate expected shortfall when portfolio outcomes have a discrete distribution. It clarifies that the quantile-integral definition remains valid for discrete and continuous outcomes because integration is over the probability…

Riska pārvaldībaStatistika
Quant Q&A

The document explains the credit triangle linking a credit spread, loss given default, default intensity, and survival probability. Under constant intensity and recovery assumptions, the spread divided by loss given default gives the default intensity, and…

Fiksēta ienākuma instrumentiStatistikaRiska pārvaldība
Quant Q&A

The document explains cash-settled futures convergence through arbitrage and the contract’s settlement mechanism. In a frictionless example, an investor buys the underlying while shorting a futures contract priced above it. At expiry, the futures cash…

Nākotnes līgumiArbitrāžaIzejvielasTirgus mikrostruktūra
Quant Q&A

The document explains how two expressions for the conditional short-rate distribution in the Hull–White model are related. Starting from the model’s stochastic differential equation, it gives the conditional mean and variance when the drift parameter is…

Fiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšanaStatistika
Quant Q&A

The document asks whether a currency-conversion identity used in pricing an option with a currency exchange feature holds generally. It describes two valuation routes for a payoff denominated in one currency: convert the payoff at maturity and discount in…

OpcijasAtvasināto instrumentu cenu noteikšanaValūtu tirgus
Quant Q&A

The discussion questions whether CAPM’s risk-return relationship is supported by comparing the high-beta SPHB ETF with SPY over a stated period. The figures show SPHB had higher annualized volatility but lower reported annual average and cumulative returns.…

AkcijasFaktoru ieguldīšanaStatistikaASV tirgi
Quant Q&A

The document gathers several starting points for learning to price options on weighted combinations of assets. Suggestions include studying a method that approximates basket, spread, and Asian options through sums of Black-Scholes-Merton models, which is…

OpcijasAtvasināto instrumentu cenu noteikšanaStatistikaPortfeļa veidošana
Quant Q&A

The document discusses the difficulty of turning an inverse valuation ratio into portfolio weights when its inputs can be negative or near zero. One proposed approach is to maximize EBIT divided by enterprise value instead of minimizing enterprise value…

AkcijasFaktoru ieguldīšanaPortfeļa veidošanaPozīcijas apjoma noteikšana
Quant Q&A

The document considers how to estimate a portfolio’s sensitivity to movements in one yield curve when positions also depend on correlated prices and rates. It suggests starting with assumed volatilities and correlations: shock the target factor, infer…

Vairāku aktīvu tirdzniecībaValūtu tirgusFiksēta ienākuma instrumentiStatistika
Quant Q&A

The document explains that the signed difference between an order’s average execution price and its arrival mid-price is usually treated as implementation shortfall. It presents an approximate model with a spread-related term and a market-impact term that…

Rīkojumu izpildeTirgus mikrostruktūraSvārstīgumsStatistika
Quant Q&A

The document discusses whether European sector stock data can support assessments of industry resilience, including univariate forecasts and multivariate models with macroeconomic variables such as inflation. The answer considers the idea workable but…

AkcijasStatistikaRiska pārvaldība