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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

This document asks why a leveraged WTI exchange-traded note and its inverse counterpart appear to trace different slopes during large price moves. One note is described as providing leveraged long exposure and the other as leveraged inverse exposure. The…

IzejvielasSvārstīgumsAtvasināto instrumentu cenu noteikšana
Quant Q&A

This document asks whether a minimum-variance portfolio is more likely than a maximum-Sharpe, or tangency, portfolio to deliver out-of-sample performance close to its in-sample estimate. It defines disappointment as the gap between predicted in-sample…

Portfeļa veidošanaStatistikaRiska pārvaldība
Quant Q&A

This document poses a sequential elimination game between two teams of four gladiators. In each round, Alice chooses a fighter first and Bob responds with a matchup; each duel has no tie, and the stronger fighter’s advantage is expressed as a probability…

StatistikaRiska pārvaldība
Quant Q&A

The document asks about geometric Brownian motion models whose drift or volatility depends on the stock’s past path, rather than only its current value and time. It gives examples of drift built from an accumulated function of earlier prices or from the…

AkcijasStatistikaMašīnmācīšanās
Quant Q&A

The document proposes measuring how much a stock price moves within a day by summing absolute changes between selected observations, rounding each change down in units of a chosen price increment, and normalizing the total by the day’s range. It asks whether…

AkcijasStatistikaTirgus mikrostruktūra
Quant Q&A

The document explains how ATR-based position sizing estimates a share count from account capital, a chosen risk fraction, and a stop distance expressed as a multiple of average true range. The resulting count represents shares sized to a target loss if the…

AkcijasSvārstīgumsRiska pārvaldībaPozīcijas apjoma noteikšana
Quant Q&A

The document clarifies terminology for a trading account’s position at the end of a session. It treats overnight inventory, end-of-day holdings, and the end-of-day net position as referring to the inventory remaining at market close and carried into the…

Tirgus mikrostruktūraRīkojumu izpildePozīcijas apjoma noteikšana
Quant Q&A

The document answers whether the standard European put-call parity relation also applies when the underlying is modeled with Heston stochastic volatility. Its central point is that parity follows from the option contracts and the ability to construct…

OpcijasAtvasināto instrumentu cenu noteikšanaArbitrāža
Quant Q&A

The document addresses how to summarize implied volatility across an option chain rather than relying only on the at-the-money option. It describes a model-free variance-swap approximation built from option prices over a range of strikes: calls above the…

OpcijasSvārstīgumsAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document explains how covariance-matrix inversion affects the standard mean-variance portfolio solution. In an eigenvector decomposition, each direction’s contribution is scaled by the reciprocal of its covariance eigenvalue. Consequently, directions…

Portfeļa veidošanaRiska pārvaldībaStatistika
Quant Q&A

The document shows how to calculate a money-weighted rate of return for a pension fund with dated inflows and outflows. The method sets the future value equation to zero at the fund’s closing date, compounds the starting balance over twelve months, adjusts…

Portfeļa veidošanaStatistikaRiska pārvaldība
Quant Q&A

The document discusses how to evaluate residuals when comparing time-series forecasts, including volatility forecasts from models such as GARCH. It recommends examining autocorrelation: if errors contain predictable structure, the model may be missing a…

StatistikaVēsturisko datu pārbaudeSvārstīgums
Quant Q&A

The document explains why the S&P 500 price index and its total return counterpart produce different performance charts. The price index reflects constituent share prices, so it falls when a company goes ex-dividend; it does not credit the dividend to the…

AkcijasASV tirgiPortfeļa veidošana
Quant Q&A

The document asks for the stochastic differential of an exponential built from an integral involving a diffusion process. The questioner applies Itô’s formula to the exponential, but assumes the integral has differential equal only to the integrand at the…

StatistikaAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document poses a conceptual question about the efficient market hypothesis (EMH): if prices reflect available information and investors are rational, why should prices change or investors expect returns? It considers three possibilities: no new…

StatistikaAkcijas
Quant Q&A

The example asks how a company can exploit a forward contract offered at an unfavorable price. It assumes a non-dividend-paying stock, a continuously compounded interest rate, and a transfer of an existing long forward position for a fee before maturity. The…

ArbitrāžaNākotnes līgumiAkcijasAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document outlines several ways to think about pricing options on a volatility index such as VIX. One approach starts from the option portfolio used to replicate variance and adds a convexity adjustment that accounts for the square root linking variance…

OpcijasSvārstīgumsAtvasināto instrumentu cenu noteikšanaTirgus mikrostruktūra
Quant Q&A

The document resolves a confusion between variance as a function of a probability parameter and portfolio variance as a function of asset weights. A Bernoulli variable’s variance can be concave in its probability parameter, but portfolio variance, expressed…

Portfeļa veidošanaRiska pārvaldībaStatistika
Quant Q&A

The note derives the range of a common off-diagonal correlation that makes a matrix with unit diagonal entries a valid covariance or correlation matrix. It corrects a variance calculation: when summing pairwise covariances in the variance of a sum, each…

StatistikaPortfeļa veidošanaRiska pārvaldība
Quant Q&A

The note asks why a CAPM generalized method of moments specification does not add a separate moment equating the factor’s sample mean to its expected value. It explains that the cross-sectional pricing moments compare each asset’s expected excess return with…

Faktoru ieguldīšanaStatistika
Quant Q&A

The document asks what changed in Monte Carlo methods for pricing American options between 2005 and 2016, following earlier machine-learning work on optimal stopping. One answer argues that the period brought few groundbreaking Monte Carlo advances and that…

OpcijasAtvasināto instrumentu cenu noteikšanaMašīnmācīšanāsStatistika
Quant Q&A

The document explains a data choice for studying market expectations of Federal Reserve policy. Actual 30-day Fed Funds futures reference the average effective rate over a calendar month, so they do not offer a contract with a continuously rolling 30-day…

Nākotnes līgumiFiksēta ienākuma instrumentiASV tirgiVēsturisko datu pārbaude
Quant Q&A

The document frames three ways to convert a fixed-rate bond position into floating-rate cash flows while seeking to isolate the issuer spread: a par-par asset swap, a same-notional payer swap, and a payer swap sized to match the bond’s DV01. It explains the…

Fiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšanaRiska pārvaldība
Quant Q&A

The document derives a simple FX forward relationship from covered interest parity. For two currencies, it compares converting at spot and investing at the domestic rate with investing at the foreign rate and locking in the maturity conversion rate through a…

Valūtu tirgusAtvasināto instrumentu cenu noteikšanaArbitrāža