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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
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SuperMind
Dokumentu skaits: 12,226
OKX Learn
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Strategy library
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MQL5 code base
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BigQuant
Dokumentu skaits: 3,481
Bitget Academy
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MQL5 articles
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TradingView scripts
Dokumentu skaits: 1,976
ProRealCode
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Deribit Insights
Dokumentu skaits: 1,232
Machine Learning for Trading
Dokumentu skaits: 1,124
arXiv papers
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Amberdata research
Dokumentu skaits: 766
FMZ forum
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FMZ digest
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vn.py community
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QuantInsti blog
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Galaxy Research
Dokumentu skaits: 340
QuantStart
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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
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backtrader
Dokumentu skaits: 54
vn.py
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Quantopian lekcijas
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Binance API docs
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FMZ guides
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pysystemtrade
Dokumentu skaits: 34
Freqtrade docs
Dokumentu skaits: 32
quant-trading
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FinRL
Dokumentu skaits: 28
Zipline
Dokumentu skaits: 22
FMZ live strategies
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Jesse
Dokumentu skaits: 17
pyfolio
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Alphalens
Dokumentu skaits: 14
WonderTrader
Dokumentu skaits: 14
backtesting.py
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Technical Analysis
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QTPyLib
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QuantRocket
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Lumibot strategies
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Awesome Quant
Dokumentu skaits: 1

Meklēt bibliotēkā

Dokumentu skaits: 20,364

Quant Q&A

The document explains how an FX options collar can hedge a foreign-currency receivable while preserving some favorable exchange-rate movement. It contrasts the structure with a forward, which locks in a conversion rate, and with leaving the receivable…

Valūtu tirgusOpcijasRiska pārvaldība
Quant Q&A

The document surveys ways to estimate the price impact of large trades in liquid markets. A commonly used family relates impact per unit traded value to volatility and the trade’s share of volume during the execution interval, with an exponent between…

AkcijasRīkojumu izpildeTirgus mikrostruktūraStatistika
Quant Q&A

The document explains the factor of one half in a mean-variance portfolio objective that subtracts a risk penalty proportional to portfolio variance from expected return. The factor is a mathematical convenience: when differentiating the quadratic variance…

Portfeļa veidošanaRiska pārvaldībaStatistika
Quant Q&A

The document asks how to compute an option-value expectation expressed as a path integral. The central practical answer is to use Monte Carlo simulation: generate many possible realizations of the stochastic process and estimate the expectation with a…

OpcijasAtvasināto instrumentu cenu noteikšanaStatistikaVēsturisko datu pārbaude
Quant Q&A

The document compares simple price proxies for estimating short-term price movement. One proposal weights the best ask price by bid size and the best bid price by ask size; the last traded price is offered as another useful predictor. These measures are…

Tirgus mikrostruktūraAugstas frekvences tirdzniecībaFiksēta ienākuma instrumentiRīkojumu izpilde
Quant Q&A

The document explains how to estimate a variance risk premium when the available inputs are probability densities rather than volatility estimates. It defines the premium, loosely, as the difference between objective and risk-neutral variance of future…

OpcijasSvārstīgumsStatistikaAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document considers insurance payoffs that combine a financial asset with survival or death, such as an endowment paying a stock-linked amount if the policyholder survives. Its answer explains a simplifying approach: assume financial and mortality risks…

Riska pārvaldībaStatistikaAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document explains how to value the EUR leg of a EUR-GBP cross-currency swap when GBP collateral is specified. The EUR leg needs both a three-month EURIBOR forward curve and a EUR discount curve that are consistent with GBP collateral. In theory, these…

Fiksēta ienākuma instrumentiValūtu tirgusAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document asks how to estimate execution-price deviations and slippage for stock strategies when only daily OHLCV data is available. The proposed starting point in the question relates the daily high-low range to trading volume, with a restriction on…

AkcijasRīkojumu izpildeVēsturisko datu pārbaude
Quant Q&A

The document outlines how to build an equity curve for a two-stock pair-trading backtest. It starts from entry and exit signals, assigns long and short portfolio weights, and estimates share quantities using initial capital and prices at entry. It then…

AkcijasPāru tirdzniecībaVēsturisko datu pārbaudeRīkojumu izpilde
Quant Q&A

Implied volatility is the volatility input that makes an option pricing model, such as Black–Scholes, match an option’s market price. Because each strike, maturity, and option type is a distinct contract, each can trade at a different price and therefore…

OpcijasSvārstīgumsAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document explains how obligor asset correlations in a Vasicek single-factor credit model can be assigned under the Basel II Internal Ratings-Based framework. It presents a correlation rule that varies with probability of default, along with an adjustment…

Fiksēta ienākuma instrumentiRiska pārvaldībaStatistikaVairāku aktīvu tirdzniecība
Quant Q&A

The document discusses adding a penalty proportional to absolute portfolio changes to a mean–variance objective, while retaining constraints such as long-only holdings and fully invested weights. Its central modeling idea is to represent each position change…

Portfeļa veidošanaRiska pārvaldībaVēsturisko datu pārbaude
Quant Q&A

The document considers whether a trader who needs tight spreads should post non-marketable limit orders inside the quoted bid–ask spread instead of crossing it. It explains why the chance and timing of a fill are difficult to estimate in spot foreign…

Valūtu tirgusRīkojumu izpildeTirgus mikrostruktūraVēsturisko datu pārbaude
Quant Q&A

The document describes difficulty obtaining stable parameters when calibrating a two-factor Hull–White interest-rate model to cap prices. The five parameters are two mean-reversion rates, two volatility parameters, and the correlation between factors.…

Fiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšanaStatistikaRiska pārvaldība
Quant Q&A

The document asks whether two assets with equal return volatility can be combined into a product with greater percentage-return volatility, without simply using cash leverage. It considers a long-only linear combination and derives its variance from the…

Vairāku aktīvu tirdzniecībaPortfeļa veidošanaSvārstīgumsOpcijas
Quant Q&A

The document discusses foresight, or look-ahead, bias in least-squares Monte Carlo valuation of American options. In the Longstaff–Schwartz approach, regression on the same simulated paths used for valuation can overfit continuation values and make estimated…

OpcijasAtvasināto instrumentu cenu noteikšanaVēsturisko datu pārbaudeStatistika
Quant Q&A

The document asks how to simulate a credit spread series that tends to tighten when stock returns exceed their average and widen when returns fall below it. It proposes a linear model: a positive baseline spread minus a positive coefficient times the…

Fiksēta ienākuma instrumentiAkcijasStatistika
Quant Q&A

The document considers how to estimate Treasury yields beyond the longest available bond maturities, using a theoretical 40- or 50-year yield as an example. The questioner reports that Nelson–Siegel and Svensson curve fits gave unsatisfactory, unstable…

Fiksēta ienākuma instrumentiStatistikaAtvasināto instrumentu cenu noteikšana
Quant Q&A

Subadditivity says that the risk assigned to a combined position should be no greater than the sum of the risks assigned to its components. The document explains the right-hand side as the separate risks of two positions, whether those positions are held in…

Riska pārvaldībaPortfeļa veidošanaStatistika
Quant Q&A

The document asks how to form a confidence interval for a set of long-window moving averages when adjacent values are dependent. The questioner is unsure whether a simple standard deviation based interval is appropriate, given the overlap among observations,…

StatistikaVēsturisko datu pārbaude
Quant Q&A

The document discusses how to make yield curve stress shocks meaningful when the current rate level differs from the historical level used to define a shock. It contrasts applying a proportional change to rates, which can exaggerate moves at low levels, with…

Fiksēta ienākuma instrumentiRiska pārvaldībaStatistika
Quant Q&A

The document clarifies a calculation for estimating volatility in a PRIIPs Category 2 stress scenario. The questioner first forms overlapping 63-day log returns, then calculates the standard deviation of those returns. The response says to calculate daily…

StatistikaSvārstīgumsRiska pārvaldība
Quant Q&A

The question challenges the idea that an American option should always be worth more than its intrinsic value, making sale preferable to early exercise. The key correction is that at an optimal exercise point, the option’s value equals its exercise value.…

OpcijasAtvasināto instrumentu cenu noteikšanaRiska pārvaldība