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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
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
Dokumentu skaits: 61
backtrader
Dokumentu skaits: 54
vn.py
Dokumentu skaits: 50
Quantopian lekcijas
Dokumentu skaits: 45
Binance API docs
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 asks whether GARCH(1,1) parameters can be updated as each new price arrives, without rerunning the full estimation. Its answer is that maximum likelihood estimates depend on the full likelihood across observations. Because the GARCH recursion…

SvārstīgumsStatistikaVēsturisko datu pārbaude
Quant Q&A

The document asks whether options on two separate assets, each quoted against a common currency, can create an option on their exchange ratio. Its answer says that a portfolio with payoff equal to the sum of a function of each asset separately cannot…

OpcijasAtvasināto instrumentu cenu noteikšanaIzejvielasRiska pārvaldība
Quant Q&A

The document explains Bloomberg's fixed-equivalent yield for a floating-rate bond. The method first treats the bond's floating coupon payments as if they were exchanged for synthetic fixed payments at a rate available in the swap market. It then calculates…

Fiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document asks whether daily open, close, high, and low prices for thousands of US-listed stocks can be downloaded in one low-cost bulk file, without querying each symbol separately. The responses suggest using Python's Pandas DataReader to retrieve…

AkcijasVēsturisko datu pārbaudeRīkojumu izpilde
Quant Q&A

The document explains why the hedge quantity for an FX option can differ from its standard Black–Scholes spot delta when the option premium is received or paid in the foreign currency. The premium itself already provides exposure to that currency, so the…

Valūtu tirgusOpcijasAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document considers how to calculate investment performance when capital is added to or withdrawn from an account during the measurement period. A simple comparison of ending balance with starting balance can misstate strategy performance because it…

StatistikaRiska pārvaldībaVēsturisko datu pārbaude
Quant Q&A

The document distinguishes the value of an un-margined forward from the daily cash flows of a marked-to-market futures contract. For a forward, the change in the comparable forward price represents a payoff at maturity; the value before maturity is that…

Nākotnes līgumiAtvasināto instrumentu cenu noteikšanaRiska pārvaldība
Quant Q&A

The document considers whether a numeric library should parallelize operations by default, using large financial data workloads as its setting. Its answer recommends making thread use configurable at runtime and through environment variables, while choosing…

StatistikaRīkojumu izpilde
Quant Q&A

The document introduces the maximum diversification portfolio objective, defined as the weighted sum of asset volatilities divided by portfolio volatility. The numerator uses asset weights and individual volatilities; the denominator depends on the…

Portfeļa veidošanaSvārstīgumsStatistika
Quant Q&A

The document explains two ways to calculate an annual return from daily prices: compute the simple return over a date interval, or compound each daily return by multiplying one plus each return and subtracting one. It also mentions log price differences as a…

AkcijasStatistikaVēsturisko datu pārbaudeASV tirgi
Quant Q&A

The document clarifies how Itô’s lemma evaluates the stochastic integral of Brownian motion against itself. Taking the function of time and state as the square of the state, and evaluating it at Brownian motion, gives the process W squared. Itô’s lemma then…

StatistikaAtvasināto instrumentu cenu noteikšana
Quant Q&A

The document explains two ways to think about probability distributions for foreign-exchange prices. For a distribution implied by traded options, it describes the risk-neutral density: butterfly spreads across strikes convey information about probabilities…

Valūtu tirgusOpcijasAtvasināto instrumentu cenu noteikšanaStatistika
Quant Q&A

The document addresses three conceptual questions about the Vasicek and extended Vasicek term-structure models: why a zero-coupon bond is worth one unit at maturity, why bond prices may be written in an exponential affine form, and what the market price of…

Fiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšanaStatistika
Quant Q&A

The document answers a question about research on synthetic options, including their valuation and time decay. It distinguishes simple synthetic positions, such as a synthetic long stock, from more elaborate synthetic structures designed to replicate complex…

OpcijasAtvasināto instrumentu cenu noteikšanaRiska pārvaldība
Quant Q&A

The document explains how to simulate a down-and-in barrier call under a local volatility model. At each simulation step, the volatility should be evaluated at the current time and stock level, rather than at the option’s fixed strike and maturity. The…

OpcijasAtvasināto instrumentu cenu noteikšanaSvārstīgumsVēsturisko datu pārbaude
Quant Q&A

The note uses gold forward prices at two maturities to illustrate a carry-based arbitrage. If the later contract is priced above the earlier contract adjusted for financing and storage-related carry, a trader can buy the earlier exposure and sell the later…

IzejvielasNākotnes līgumiArbitrāžaPārnese
Quant Q&A

The note distinguishes the roles of the ARMA and GARCH components in a return model used for directional trading. The ARMA conditional mean supplies the expected return and therefore drives a rule that goes long or short according to the forecast sign. GARCH…

StatistikaSvārstīgumsRiska pārvaldībaVēsturisko datu pārbaude
Quant Q&A

The note discusses financial entropy through the lens of market efficiency and predictability, rather than treating money as a direct substitute for heat or information in physical entropy equations. It points to approximate entropy, introduced by Pincus, as…

StatistikaAkcijas
Quant Q&A

The note explains why a jump-diffusion model may not have a unique risk-neutral measure, contrasting it with a one-stock geometric Brownian motion model. Its central intuition counts the independent sources of risk against the traded assets: Brownian shocks…

StatistikaAtvasināto instrumentu cenu noteikšanaRiska pārvaldība
Quant Q&A

The discussion addresses how to calculate Sharpe ratios for historical portfolios and compare them with figures published by fund companies or financial portals. It asks which risk-free rate to use and how to align return and volatility calculations. The…

Riska pārvaldībaStatistikaPortfeļa veidošana
Quant Q&A

The discussion examines a four-step binomial valuation of a European put on a stock that moves by a fixed amount each month, with a continuously compounded risk-free rate. The proposed method recursively discounts the risk-neutral expected option payoff at…

OpcijasAtvasināto instrumentu cenu noteikšanaStatistika
Quant Q&A

The discussion diagnoses a municipal bond yield calculation that differs substantially from a listed yield. The bond schedule and day-count setup are shown, but the key issue is the coupon input convention: QuantLib expects rates in decimal form rather than…

Fiksēta ienākuma instrumentiAtvasināto instrumentu cenu noteikšanaStatistika
Quant Q&A

The discussion asks whether an asset is equally likely to trend or range and whether that likelihood can be calculated. The answer distinguishes trend from volatility and suggests that expected return, implied volatility, and the Sharpe ratio can help…

StatistikaSvārstīgumsSekošana tendencei
Quant Q&A

The document describes a repeated after-hours stock price pattern observed before earnings announcements: a sharp decline shortly after the regular close, a rapid reversal above the closing price, and a second drop back toward the close before the earnings…

AkcijasUz notikumiem balstīta tirdzniecībaTirgus mikrostruktūra