Algorithmic trading is becoming an important part of modern financial markets. It allows traders to use automated systems and predefined rules to execute trades based on market conditions, helping improve speed, efficiency, and consistency. Understanding how these systems work can help traders explore new approaches to market analysis and strategy development.

Learn more:
https://blog.pfhmarkets.com/trading-technology/what-is-algorithmic-trading/

#AlgorithmicTrading #TradingTechnology #ForexTrading #Fintech #PFHMarkets

Foreign investors show net selling on KOSPI despite $4.5 billion inflows into US-listed Korea ETFs, as active fund outflows exceed passive inflows amid rising algorithmic trading activity that has pushed turnover rates to 3-year highs at 28%.
#YonhapInfomax #KoreanETFs #ForeignInvestors #AlgorithmicTrading #KOSPI #TurnoverRate #Economics #FinancialMarkets #Banking #Securities #Bonds #StockMarket
https://en.infomaxai.com/news/articleView.html?idxno=107629
[Foreign Selling] Korean ETFs Listed in US See Inflows, But Active Outflows Larger

Foreign investors show net selling on KOSPI despite $4.5 billion inflows into US-listed Korea ETFs, as active fund outflows exceed passive inflows amid rising algorithmic trading activity that has pushed turnover rates to 3-year highs at 28%.

Yonhap Infomax
📑 Der #Hochfrequenzhandel ist ein computergesteuerter Handel, bei dem große Mengen von Wertpapieren in sehr kurzer Zeit gekauft oder verkauft werden, um von kleinen Kursbewegungen zu profitieren. #Börse #AlgorithmicTrading

#python #machinelearning #technology #finance #riskmanagement #stockmarket
#volatility #investing #algorithmictrading

👉 Hybrid Machine Learning for Market Regime Detection Part 1: SPY, IWM, HYG, LQD & Volatility (VIX) 📈 🤖

Integrating data wrangling, unsupervised/supervised learning, and interpretability into a unified market regime detection framework in Python

#exploremore 👇

https://medium.com/@alexzap922/hybrid-machine-learning-for-market-regime-detection-part-1-spy-iwm-hyg-lqd-volatility-vix-d61a9d3fd96d?sk=4a3123909aab0b4c3d749376c8cb9260

Hana Bank's Lee Seok-jin discusses the growing dominance of algorithmic trading in South Korea's FX market, emphasizing the evolving role of human dealers, the impact of regulatory changes, and expectations for a stronger won amid global and domestic shifts.
#YonhapInfomax #HanaBank #AlgorithmicTrading #DollarWon #FXMarket #WGBIInclusion #Economics #FinancialMarkets #Banking #Securities #Bonds #StockMarket
https://en.infomaxai.com/news/articleView.html?idxno=106451
[FX Spot Main Dealer] Lee Seok-jin of Hana Bank—'In the Age of Algorithms, Rethinking the Role of the Human Dealer'

Hana Bank's Lee Seok-jin discusses the growing dominance of algorithmic trading in South Korea's FX market, emphasizing the evolving role of human dealers, the impact of regulatory changes, and expectations for a stronger won amid global and domestic shifts.

Yonhap Infomax

#python #technology #finance
#riskmanagement #investing
#automation #optimization #statistics #algorithmictrading
👉 Azapy: A Feature-Rich Python Toolkit for Multi-Risk Portfolio Optimization & Flexible Asset Management 🤖 📈 🐍

Explore 10 Risk Measures × 6 Strategies = 60 Ways to Optimize Your Regime-Robust Portfolios in Pythonic Asset Management 💰

#exploremore 👇

https://medium.com/insiderfinance/azapy-a-feature-rich-python-toolkit-for-multi-risk-portfolio-optimization-flexible-asset-9e390106da40?sk=a576f6f67457592c21f146da446f8b22

South Korea’s largest stocks, including Samsung Electronics, briefly hit limit down in a pre-market flash crash triggered by a fat finger error, highlighting persistent risks from algorithmic trading and the need for stronger internal controls as trading hours expand.
#YonhapInfomax #SamsungElectronics #FatFingerRisk #AlgorithmicTrading #NextTrade #VolatilityInterruption #Economics #FinancialMarkets #Banking #Securities #Bonds #StockMarket
https://en.infomaxai.com/news/articleView.html?idxno=105619
[The History of Fat Finger Trades] Even Samsung Electronics Once Hit Limit Down—Machines Never Hesitate

South Korea’s largest stocks, including Samsung Electronics, briefly hit limit down in a pre-market flash crash triggered by a fat finger error, highlighting persistent risks from algorithmic trading and the need for stronger internal controls as trading hours expand.

Yonhap Infomax

#python #machinelearning #ai
#technology #programming
#automation
#algorithmictrading #investing
#riskmanagement #profit

The Unexpected Profitability of Adaptive Local Linear Regression in Short-Term Trend-Following Strategies of Growth Stocks

Bias-Free Expanding-Window Linear Regression: Backtesting and Out-of-Sample (OOS) Palantir (PLTR) Risk-Adjusted Returns

#exploremore 📈
If you don’t have a Medium membership, you can check it out for free right here: 👇
https://medium.com/@alexzap922/the-unexpected-profitability-of-adaptive-local-linear-regression-in-short-term-trend-following-8f5643b3df96?sk=819d5176d1b06c00ce9e48704667a9be