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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
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 considers how to project a sparse monthly series over a one-year horizon when only two years of history are available. The measure is described as a person’s skill, but the suggested modeling considerations also apply to short time series more…

StatistikaVēsturisko datu pārbaude
Quant Q&A

The document raises a theoretical question about whether a positive equity risk premium could arise from a finite investable asset universe, even without investor risk aversion. It contrasts limited diversification in finite markets with a hypothetical…

AkcijasPortfeļa veidošanaArbitrāžaRiska pārvaldība
Quant Q&A

The document discusses which instruments should be used to build a swaption volatility surface when calibrating to a particular underlying swap. The answer recommends matching the swaption underlying to the swap being calibrated, so that the forward rate…

OpcijasFiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšanaSvārstīgums
Quant Q&A

The document addresses how to describe one asset’s volatility in relation to a portfolio that contains several correlated assets. The answer identifies the quantity as the asset’s marginal volatility contribution and expresses it as the asset’s own standard…

Portfeļa veidošanaRiska pārvaldībaStatistika
Quant Q&A

The document raises practical questions about valuing a put option on a Eurodollar futures contract. It considers how a futures price move affects the option’s payoff, how to calculate breakeven from strike and premium, and how the option’s quoted minimum…

Nākotnes līgumiOpcijasRiska pārvaldība
Quant Q&A

The document gives a closed-form expectation for a call or put payoff when the log of the underlying price follows a normal distribution. A sign indicator selects the option type, while the expression uses the normal cumulative distribution function to…

OpcijasAtvasināto instrumentu cenu noteikšanaStatistika
Quant Q&A

The document explains purging in financial machine learning through a prediction task that uses current stock returns to forecast the next day’s market return. The accepted answer illustrates the issue with a label based on a multi-day future return: labels…

MašīnmācīšanāsVēsturisko datu pārbaudeStatistika
Quant Q&A

The document addresses how to make a long exchange-rate history comparable when a currency has been redenominated more than once. It treats each redenomination as a scale change, similar to adjusting historical prices for a reverse stock split. If official…

Valūtu tirgusStatistika
Quant Q&A

The document explains why a commonly quoted All Weather allocation may not show equal risk contributions when measured with portfolio software. According to the accepted answer, the weights came from an interview describing an unleveraged sample portfolio…

Vairāku aktīvu tirdzniecībaPortfeļa veidošanaRiska pārvaldībaFiksēta ienākuma instrumenti
Quant Q&A

The document asks whether stocks with lower historical return standard deviation tend to earn higher future returns, and whether this finding is broadly established. It distinguishes this measure from idiosyncratic volatility and cites two studies that…

AkcijasFiksēta ienākuma instrumentiSvārstīgumsFaktoru ieguldīšana
Quant Q&A

The document considers rolling Shannon entropy of intraday returns and asks how histogram bin size affects comparisons over time. Its answer suggests mutual information when the goal is to measure dependence between variables, with normalization by its…

StatistikaMašīnmācīšanāsSvārstīgums
Quant Q&A

The document distinguishes volatility in an asset’s price from volatility in its measured returns. Volatility, calculated as the standard deviation of observations, is zero when every observation in the chosen data series is identical. Thus, if the…

SvārstīgumsStatistika
Quant Q&A

The document explains why annualizing volatility from simple returns depends on the model and the quantity being estimated. For a lognormal price model, convert each simple return to a log return by taking the logarithm of one plus the return, then estimate…

SvārstīgumsStatistika
Quant Q&A

The document explains why a European option on an arithmetic basket of correlated stocks generally lacks a direct Black–Scholes formula under geometric Brownian motion: the basket is a sum of lognormally distributed prices, which is not itself lognormal. It…

OpcijasAtvasināto instrumentu cenu noteikšanaVairāku aktīvu tirdzniecībaStatistika
Quant Q&A

The document explains why corporate debt can affect both equity value and volatility. In discounted cash flow valuation, interest costs can raise the cost of capital; in a structural view, equity behaves like a call option on company assets, so leverage…

AkcijasStatistikaRiska pārvaldībaFaktoru ieguldīšana
Quant Q&A

The document asks which swap leg is priced first when structuring a new interest rate swap with zero net present value at inception. It considers two equivalent ways to frame a quote: specify a desired fixed rate and ask what floating payments correspond to…

Fiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšanaRiska pārvaldība
Quant Q&A

The document discusses how delayed sell-side earnings revisions can distort valuation signals. After a sharp stock decline, stale forecasts may make a company look unusually cheap; after a market crash, stale aggregate estimates may likewise suggest the…

AkcijasFaktoru ieguldīšanaAtgriešanās pie vidējās vērtībasStatistika
Quant Q&A

The document raises a pricing issue for an interest rate swap whose floating leg averages rates observed daily during each accrual period. The payment is based on the average of forward rates for short intervals, discounted to the payment date. Since…

Fiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšanaStatistika
Quant Q&A

The document considers how to hedge an obligation to buy an asset under a forward contract at a future date. Buying a put with a strike equal to the forward purchase price establishes a floor on the value obtainable by selling the asset, but it requires…

OpcijasNākotnes līgumiRiska pārvaldībaAtvasināto instrumentu cenu noteikšana
Quant Q&A

The discussion examines whether delta hedging an option position always reduces risk. A short-dated, out-of-the-money put illustrates a losing path: the underlying falls but stays above the strike, so the option expires worthless while the short underlying…

OpcijasRiska pārvaldībaSvārstīgumsTirgus mikrostruktūra
Quant Q&A

The document asks how to interpret a test for anticipation effects in a Difference-in-Differences study. It distinguishes this concern from the parallel-trends assumption, which the author describes as commonly assessed by jointly testing whether lead…

StatistikaUz notikumiem balstīta tirdzniecībaVēsturisko datu pārbaude
Quant Q&A

The document considers whether it is reasonable to average correlation matrices estimated from the same underlying prices but sampled at different return frequencies. Its answer indicates that this practice has been observed in risk modeling, including…

StatistikaRiska pārvaldībaPortfeļa veidošana
Quant Q&A

This document asks how to interpret Fama–MacBeth regressions used to assess whether a six-factor asset-pricing model predicts expected returns. It contrasts a single-factor specification, where the average intercept and market slope are reported as…

Faktoru ieguldīšanaStatistika
Quant Q&A

The document describes a practical challenge in fitting an oil options volatility surface when market data are uneven across maturities. Near-dated contracts are liquid and screen-based, while longer-dated quotes are broker-based. At-the-money levels toward…

IzejvielasOpcijasSvārstīgumsAtvasināto instrumentu cenu noteikšana