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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
Lumibot strategies
Dokumentu skaits: 7
QuantRocket
Dokumentu skaits: 7
Awesome Quant
Dokumentu skaits: 1

Meklēt bibliotēkā

Dokumentu skaits: 20,364

Quant Q&A

The document concerns hybrid models that combine Heston stochastic volatility with Hull–White interest rates. The question is how to approximate European option prices for model calibration, particularly when the pricing approach uses Monte Carlo simulation.…

OpcijasSvārstīgumsAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document poses a modeling question about whether local volatility derived from an observed implied volatility surface reproduces that surface or changes its skew. It outlines a workflow: obtain market implied volatilities, fit a model such as SVI, use…

OpcijasSvārstīgumsAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document examines why a derivative’s price should not depend on which other derivative is chosen to hedge volatility risk in a stochastic-volatility model. The proposed replication argument uses the underlying and a second derivative to span two Brownian…

Atvasināto instrumentu cenu noteikšanaOpcijasRiska pārvaldībaStatistika
Quant Q&A

The document describes how to express an unhedged US investment’s performance in euros. First, turn the dollar return series into a total-return price index, using an arbitrary starting value such as 100. Next, convert each index value into euros using the…

Valūtu tirgusStatistikaPortfeļa veidošana
Quant Q&A

The document poses a fixed-income immunization question involving a mortgage asset with fixed payments, prepayment and option-adjusted spread models, and calculated price, duration, and convexity. The asset and a blend of liabilities are assumed to trade at…

Fiksēta ienākuma instrumentiRiska pārvaldībaPortfeļa veidošana
Quant Q&A

The document explains what the ACT/360 day-count convention means when calculating interest. A year is treated as 360 units for the calculation, while elapsed time is counted in actual calendar days. As a result, a 365-day period accrues interest for 365/360…

Fiksēta ienākuma instrumentiStatistika
Quant Q&A

The document explains a linear approximation for implied volatility in Emanuel Derman’s sticky implied tree model. The answer starts with local volatility modeled as a linear function of the underlying price, with slope determined by a parameter describing…

OpcijasSvārstīgumsAtvasināto instrumentu cenu noteikšanaTehniskie indikatori
Quant Q&A

The document asks which risk-free rate to use when constructing a maximum Sharpe ratio portfolio from a rolling estimation window of monthly returns. It frames the problem within mean-variance portfolio theory, where the Sharpe ratio measures expected…

Portfeļa veidošanaVēsturisko datu pārbaudeRiska pārvaldībaFiksēta ienākuma instrumenti
Quant Q&A

The document considers how to recover the risk-neutral density of an underlying at a given expiry from call option implied volatilities across strikes. It describes converting each implied volatility into a Black–Scholes call price, then applying the…

OpcijasAtvasināto instrumentu cenu noteikšanaSvārstīgumsValūtu tirgus
Quant Q&A

The document asks why a project option valued with real-world probabilities and the project’s required return differs from a risk-neutral valuation. Its binomial example has a successful project value of $10 million, an unsuccessful value of $2.7 million, an…

OpcijasAtvasināto instrumentu cenu noteikšanaStatistika
Quant Q&A

The note explains how a conditional expectation at a specific asset level can be expressed as a ratio of expectations weighted by the Dirac delta function. For a terminal asset value and a random variance, the numerator weights variance by the event density…

StatistikaAtvasināto instrumentu cenu noteikšanaSvārstīgums
Quant Q&A

The document asks why a generalized linear model’s design matrix is assumed to have full column rank and whether maximum-likelihood estimation can proceed when it does not. The response connects rank deficiency to non-identifiability: if columns are linearly…

StatistikaMašīnmācīšanās
Quant Q&A

The document describes a reported pattern of month-end declines in the Effective Federal Funds Rate and asks why it weakened from mid-2018 through mid-2021 before appearing again. It presents bank balance-sheet window dressing to improve reported liquidity…

Fiksēta ienākuma instrumentiStatistikaASV tirgi
Quant Q&A

The document explores reducing a large ETF or equity universe before portfolio optimization. Suggested approaches include clustering return series using correlation-based distances, examining PCA loadings to group assets with similar behavior, and using…

Portfeļa veidošanaStatistikaAkcijasVairāku aktīvu tirdzniecība
Quant Q&A

The document asks how to evaluate a Laspeyres index built from five oil and energy stocks, intended for use in mean-reversion allocation across asset classes. The central suggestion is to measure tracking error or tracking efficiency: compare the index’s…

IzejvielasAkcijasAtgriešanās pie vidējās vērtībasStatistika
Quant Q&A

The document asks whether an anomaly detector can be trained on normal gift-card activation transactions and then evaluated on anomalous cases. It also describes a setting with no reliable fraud labels and transaction-level fields such as merchant, location,…

MašīnmācīšanāsStatistikaUz notikumiem balstīta tirdzniecībaRiska pārvaldība
Quant Q&A

The document considers a heterogeneous portfolio in which inverse-volatility risk parity can assign very large weights to instruments whose estimated volatility has fallen relative to the rest. It describes a proposed cap that compares risk-parity weights…

Portfeļa veidošanaRiska pārvaldībaPozīcijas apjoma noteikšanaSvārstīgums
Quant Q&A

The document works through an Itô-calculus exercise involving two independent Brownian motions. It defines a process as their product minus one half of the time integral of the sum of their squared values, then differentiates that process using the product…

StatistikaAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document asks how to interpret specialness in bond futures when holding a long-only cash bond portfolio. It contrasts a cash bond’s implied forward price, determined by its carry, with the futures-implied forward price. When the futures-implied carry is…

Fiksēta ienākuma instrumentiNākotnes līgumiPārneseAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document explains how borrowing and financing support ETF market making, creation and redemption, and arbitrage when ETF prices diverge from their underlying holdings. Market makers may finance temporary inventory, borrow securities, use repo, or provide…

AkcijasArbitrāžaRīkojumu izpildeTirgus mikrostruktūra
Quant Q&A

The document describes a market practice for estimating cross-currency basis between quoted maturity dates. Rather than interpolating the quoted basis or outright FX forwards directly, it presents a representation of the FX forward using spot, domestic and…

Valūtu tirgusFiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšanaStatistika
Quant Q&A

The document examines a security paying one dollar if IBM reaches a specified price, with the stock initially below that level and no dividends or transaction costs. It contrasts a risk-neutral probability argument, which would imply a payoff value of one…

AkcijasOpcijasAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document asks how to discount the legs of a fixed-to-fixed cross-currency swap when its collateral currency changes at a mandatory break date. Without a break, its proposed setup discounts euro cash flows using the euro collateral curve and uses a…

Fiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšanaVairāku aktīvu tirdzniecībaRiska pārvaldība
Quant Q&A

The document addresses how trade and investment payments can be handled when a country’s currency is not freely convertible, using Brazil as an example. Its answer gives a high-level principle: transactions may require approval from the relevant authorities…

Valūtu tirgus