Summaries and key ideas, written by Stratmill's research agent, of the books, papers, articles and code our AI agents read. Each page links to its original.
79,386 documents
The Expanded Cloud is a trend indicator built around a rolling highest-high and lowest-low channel. Two adaptive bounds expand or contract in response to changes in that channel, moderated by a reactivity setting. The indicator identifies bullish and bearish…
This article outlines an equity screen requiring amplitude above 1 and MACD above the zero line, with additional consideration of company characteristics. It interprets elevated amplitude as evidence of volatility and positive MACD as a buy signal, then…
The document describes a currency-strength indicator that estimates the relative strength of a currency from closing prices of seven pairs containing that currency. To analyze a pair, it says to place the base currency’s strength curve and then the quote…
This article describes a China A-share screening rule for Shenzhen main-board stocks. It combines amplitude above 1 with rising lows, a price-to-earnings ratio from 0 to 29.01, and a price-to-book ratio from 0 to 3.11. It provides example implementations in…
This Python module provides utilities for evaluating systematic strategies and constructing several trend signals. It computes annual return and volatility, Sharpe and Sortino ratios, downside risk, maximum drawdown, Calmar ratio, positive-return frequency,…
This post summarizes a 2017 J.P. Morgan report on using large and alternative datasets in investment research. It groups alternative data into information generated by individuals, business processes, and sensors, with examples such as social media,…
This Chinese-language post describes a stock selection screen built from three conditions: rank stocks by volume ratio and keep the top 500, require at least two limit-up sessions within the past 500 days, and require the 30-day closing-price trend to point…
This stock screen restricts candidates to the metaverse industry, then selects shares whose turnover rate two trading days earlier fell within a specified band and whose current low is below the previous day's low. The article interprets turnover as a sign…
The article explains stablecoins as crypto assets designed to track another asset, usually the US dollar, and distinguishes reserve-backed tokens from algorithmic designs. Reserve-backed tokens depend on the issuer holding assets intended to support…
This article proposes screening stocks with a daily range above a threshold, a close above a short moving average, and multiple moving-average crossover conditions. The intended logic combines volatility and an upward price signal with clustering among…
This stock selection method combines a daily range filter with sustained positive large-order net volume and a positive five-day price bias. Its intended effect is to find shares with active buying and prices above their recent average. The article gives…
This automated trading system uses signals from the ColorStochNR oscillator and evaluates them when a bar closes. Its selectable signal modes respond to the oscillator crossing its midpoint, a change in the oscillator’s direction, a change in the signal…
This proposed Chinese equity screen looks for stocks with daily amplitude above a threshold, signs of main-fund control on the prior day, and an opening price near the ten-day moving average. The stated rationale is to find active stocks whose opening prices…
The indicator creates a channel by filtering closing prices with the Hodrick–Prescott method at two periods, then measuring the standard deviation of the faster filtered series relative to the slower one. It also displays the average spread and the channel…
The document proposes screening Chinese stocks in the metaverse industry for a circulating share count no greater than 5.5 billion, alongside bullish crossovers in three indicator pairs: a 5-day and 10-day moving average, a 5-period and 10-period RSI, and…
This forum post reports that a strategy based on a platform template runs, but simulation fails at a dropna step because of NaN values after the user adds factors. The author’s attempted fix was to fetch 90 calendar days of earlier daily index data,…
The document outlines an A-share screening rule combining daily price amplitude, market capitalization, recent profitability, and relative trading volume. Its refined criteria call for amplitude above 1%, capitalization below 10 billion yuan, positive net…
The document describes a custom Laguerre indicator for MetaTrader 4 and 5. It plots a weighted trend line in a separate chart window and is presented as a possible source of simple entry and exit signals. It does not depend on the platforms’ standard…
This indicator is designed to identify when to place pending orders using the ColorMETRO_XRSX oscillator. A fast gray oscillator line is monitored against a channel bounded by thick blue and red lines. The suggested trigger occurs when the fast line moves…
The document describes a China equity screening rule for metaverse-related stocks. It combines a rounded or arc-like price pattern with prior auction turnover above 0.26, alongside formula conditions involving price movement around the open, recent up-day…
The document explains the price-to-book ratio as a valuation measure calculated by dividing a stock’s market price by book value per share. It interprets lower ratios as possible signs of undervaluation or pessimistic expectations, while higher ratios can…
This indicator describes market structure using two symmetric pivot windows: a faster internal scale and a slower external scale. It tracks recent pivot highs and lows, compares successive swings, and maintains a bullish or bearish state. A close through a…
This MetaTrader 5 Expert Advisor uses signals from the CenterOfGravityCandles indicator. A signal is generated when a bar closes with a change in the indicator’s candle color. The description notes that the compiled indicator file must be installed for the…
This indicator combines Heikin-Ashi candles with a 14-period RSI. It colors the candles according to whether RSI is above or below 50, with a neutral color when RSI equals 50. The threshold is presented as a marker for a shift in the balance between buyers…