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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
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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
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
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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
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
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Quantopian lekcijas
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FMZ guides
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pysystemtrade
Dokumentu skaits: 34
Freqtrade docs
Dokumentu skaits: 32
quant-trading
Dokumentu skaits: 31
FinRL
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Zipline
Dokumentu skaits: 22
FMZ live strategies
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Jesse
Dokumentu skaits: 17
pyfolio
Dokumentu skaits: 16
Alphalens
Dokumentu skaits: 14
WonderTrader
Dokumentu skaits: 14
backtesting.py
Dokumentu skaits: 11
Technical Analysis
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QTPyLib
Dokumentu skaits: 8
QuantRocket
Dokumentu skaits: 7
Lumibot strategies
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Awesome Quant
Dokumentu skaits: 1

Meklēt bibliotēkā

Dokumentu skaits: 86

Quantpedia

The document describes a cross-sectional seasonal effect: stocks that performed well in a particular calendar month tend to outperform again in that same month in later years. January is reported as the strongest month, but the pattern is said to extend…

AkcijasCenas impulssFaktoru ieguldīšanaASV tirgi
Quantpedia

The document describes a monthly, long-only strategy that ranks country equity index ETFs by their past returns and holds the strongest markets. It gives a typical lookback range of 10 to 12 months and cites research using a portfolio of leading country…

AkcijasCenas impulssSekošana tendenceiVēsturisko datu pārbaude
Quantpedia

The document describes an equity factor strategy that tilts a global stock portfolio toward companies whose ESG ratings have risen and away from those whose ratings have fallen. ESG momentum is measured over the prior 12 months, and the portfolio is…

AkcijasCenas impulssFaktoru ieguldīšanaPortfeļa veidošana
Quantpedia

Post-earnings announcement drift (PEAD) is the tendency for stocks to continue moving in the direction of an earnings surprise after the announcement. The document describes a quarterly US equity strategy combining two signals: standardized unexpected…

AkcijasCenas impulssUz notikumiem balstīta tirdzniecībaVēsturisko datu pārbaude
Quantpedia

This document describes a U.S. equity long-short strategy that first selects firms with the highest annual growth in total assets, then ranks those stocks by momentum. Asset growth uses the change from year t-2 to t-1, with July as the cutoff. Each month,…

AkcijasCenas impulssFaktoru ieguldīšanaASV tirgi
Quantpedia

The document describes a monthly cross-sectional strategy across 22 commodity futures. It calculates each contract’s skewness over the prior 12 months, buys three commodities with the lowest skewness, and shorts three with the highest, using equal weights…

IzejvielasNākotnes līgumiFaktoru ieguldīšanaStatistika
Quantpedia

The document explains time series momentum as a strategy that uses each instrument’s own past return, rather than ranking assets against one another. Its central signal is the sign of the prior 12-month excess return: go long when positive and short when…

Nākotnes līgumiCenas impulssSekošana tendenceiPozīcijas apjoma noteikšana
Quantpedia

The document describes a monthly market-timing approach that uses crude oil returns to forecast equity returns. It estimates a regression of equity returns on monthly oil returns, updates the model each month with the latest observation, and compares the…

IzejvielasAkcijasStatistika
Quantpedia

The document examines hourly Bitcoin returns and reports that the distribution is uneven, with the strongest economically meaningful positive returns occurring at 22:00 and 23:00 UTC. It proposes a simple seasonality rule: buy Bitcoin at 22:00 UTC and close…

KriptoaktīviTūlītējo darījumu tirgiStatistikaAtgriešanās pie vidējās vērtības
Quantpedia

The document describes a monthly strategy that blends momentum across equity factors with a broad market portfolio. It forms fast and slow signals from each factor’s recent one-month and twelve-month returns, ranks signal magnitudes to allocate factor…

AkcijasCenas impulssFaktoru ieguldīšanaPortfeļa veidošana
Quantpedia

The document describes a monthly, equal-weighted stock strategy that ranks NYSE, AMEX, and NASDAQ listings by short interest as a share of shares outstanding. It buys the lowest-short-interest decile and sells the highest-short-interest decile. The proposed…

AkcijasAtgriešanās pie vidējās vērtībasFaktoru ieguldīšanaASV tirgi
Quantpedia

This document describes a monthly equity strategy based on how similar the positive language in companies’ latest 10-K or 10-Q filings is to prior language. It uses a vendor’s cosine-similarity measure, ranks covered stocks into deciles, buys the…

AkcijasTirgus noskaņojumsFaktoru ieguldīšanaASV tirgi
Quantpedia

The document describes a calendar anomaly in which equity returns have historically been concentrated around the month boundary. The interval runs from the final trading day of one month through the third trading day of the next. A basic implementation buys…

AkcijasASV tirgiVēsturisko datu pārbaude
Quantpedia

The document describes a calendar effect in which U.S. equity returns tend to be unusually strong around scheduled Federal Open Market Committee meetings. It outlines a simple long-only timing rule: hold an S&P 500-linked instrument from the close before a…

AkcijasUz notikumiem balstīta tirdzniecībaASV tirgiStatistika
Quantpedia

The document describes a cross-sectional commodity futures strategy based on return asymmetry. It defines an IE measure as the difference between the counts of unusually large positive and negative daily returns, using a rolling 260-day window. At each month…

IzejvielasNākotnes līgumiFaktoru ieguldīšanaSvārstīgums
Quantpedia

The document describes a U.S. stock market strategy that sorts companies by market capitalization and then ranks them by return on assets (ROA). ROA is calculated from quarterly income and assets from the prior quarter. The portfolio buys the three highest…

AkcijasFaktoru ieguldīšanaASV tirgiPortfeļa veidošana
Quantpedia

The document explains a currency carry trade: borrow or short currencies with relatively low central bank rates and hold currencies with relatively high rates, aiming to earn the interest-rate differential. Its simple example forms a universe of 10–20…

Valūtu tirgusPārneseRiska pārvaldībaPortfeļa veidošana
Quantpedia

The net current asset value (NCAV) rule compares a company’s current assets, less all liabilities, with its market value; it excludes long-term assets. Graham’s rationale is that a sufficiently large discount may offer liquidation-value protection. The…

AkcijasFaktoru ieguldīšanaVēsturisko datu pārbaude
Quantpedia

This strategy selects U.S. listed stocks with the lowest short-interest ratios, equally weights the first percentile of the ranked universe, and rebalances monthly. It uses the long side of the short-interest effect: a low level of shorting may indicate…

AkcijasFaktoru ieguldīšanaASV tirgiTirgus mikrostruktūra
Quantpedia

The document describes a short-selling strategy in publicly traded soccer clubs. It proposes selling a club’s stock at the close of the business day before an important match, holding the position for one day, and equally weighting positions when multiple…

AkcijasArbitrāžaTirgus noskaņojumsUz notikumiem balstīta tirdzniecība
Quantpedia

The document describes a US equity long-short momentum strategy that selects stocks appearing among recent winners or losers in two overlapping formation windows. It buys stocks ranked in the top decile in both windows and shorts those in the bottom decile,…

AkcijasCenas impulssFaktoru ieguldīšanaASV tirgi
Quantpedia

The accrual anomaly is the observed negative relationship between accounting accruals and subsequent stock returns. The proposed explanation is that investors focus on reported earnings and underweight the distinction between cash earnings and accruals. If…

AkcijasFaktoru ieguldīšana
Quantpedia

This strategy identifies equity industries whose estimated alpha relative to the broad market has become statistically significant, interpreting the break as a possible bubble. Using roughly a decade of historical returns, an investor estimates alpha with a…

AkcijasASV tirgiStatistikaPortfeļa veidošana
Quantpedia

This strategy ranks five ETFs representing US stocks, foreign stocks, bonds, real estate, and commodities by their trailing 12-month returns. It selects the three strongest, weights them equally, holds them for one month, then repeats the ranking and…

Vairāku aktīvu tirdzniecībaCenas impulssPortfeļa veidošanaRiska pārvaldība