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540 posts tagged with "Pine Script"

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Momentum Investing: Time-Series and Cross-Sectional Strategies

· 6 min read
Pineify Team
Pine Script and AI trading workflow research team

Momentum investing uses past returns to decide which assets to hold, avoid or sell short. The definition matters: ranking stocks against one another is different from following each asset's own trend. Both have a research literature, but neither establishes that an arbitrary RSI/MACD combination will outperform a benchmark.

Momentum Investing Strategy: Complete Guide to Riding Market Trends for Profits

Money Flow Index (MFI): Volume-Weighted Momentum Signals

· 6 min read
Pineify Team
Pine Script and AI trading workflow research team

The Money Flow Index combines a price source with reported volume to produce an oscillator usually displayed between 0 and 100. It summarizes volume-weighted price movement; it does not observe investors' cash transfers or distinguish every buyer from every seller. Understanding the volume feed is part of interpreting the result.

Moon Phases Trading Strategy: Research, Rules, and Backtesting

· 6 min read
Pineify Team
Pine Script and AI trading workflow research team

A moon phases trading strategy uses astronomical dates to schedule market exposure. Published research has found historical associations between lunar phases and stock returns, but that finding does not establish that buying each new moon and selling each full moon produces a tradable edge. The useful starting point is to separate the research question from the trading rule, then test the rule on data that did not determine its design.

Moon phases and lunar-cycle trading research

Moving Average Channel: Pineify Settings, Calculation and Signals

· 5 min read
Pineify Team
Pine Script and AI trading workflow research team

Pineify's Moving Average Channel plots two separate simple moving averages. By default, the upper line averages highs and the lower line averages lows, both over 20 bars. It is not an ATR envelope around a centerline, and its current component does not provide eight selectable moving-average types.

MT4 Backtesting and Optimization: Compare Parameters Without Overfitting

· 6 min read
Pineify Team
Pine Script and AI trading workflow research team

MT4 optimization compares an Expert Advisor under different input settings on the same historical data. The highest-ranked pass is a selected result, not an independent estimate of future performance. A useful workflow preserves a baseline, documents every search and evaluates the chosen rules on data that did not influence their selection.

MT4 Backtesting Guide: Master Strategy Testing and Optimization in MetaTrader 4

MT5 Manual Backtester: Guide to Testing Strategies in MetaTrader 5

· 7 min read
Pineify Team
Pine Script and AI trading workflow research team

Manual backtesting in MT5 can mean two different activities: stepping through an ordinary historical chart and recording hypothetical trades, or using a simulator EA inside Strategy Tester visualization. The first is chart inspection; the second can simulate orders and produce a transaction record. Neither automatically reproduces live execution or removes hindsight bias.

Choose the method according to the question. Chart stepping can help make discretionary rules explicit. A simulator is more suitable when you need a consistent record of order placement and exits.

Manual strategy testing in MetaTrader 5

Mua Tài Khoản TradingView: So Sánh Gói, Rủi Ro và Cách Mua An Toàn

· 8 min read
Pineify Team
Pine Script and AI trading workflow research team

Mua gói TradingView trên tài khoản do bạn kiểm soát khác với mua thông tin đăng nhập từ người bán. Trước khi thanh toán, hãy xác định tính năng cần dùng, tổng chi phí, điều kiện gia hạn và ai có quyền khôi phục tài khoản. Giá thấp không tự chứng minh người bán được TradingView ủy quyền.

Bài viết này so sánh cách chọn gói và kiểm tra giao dịch mua; không xác nhận độ tin cậy của một dịch vụ bán tài khoản bên ngoài.

Chọn gói TradingView và kiểm tra quyền kiểm soát tài khoản

Negative Volume Index: Calculation, Volume Data, and Strategy Testing

· 6 min read
Pineify Team
Pine Script and AI trading workflow research team

The Negative Volume Index (NVI) updates its cumulative price series only when the current bar's volume is lower than the preceding bar's volume. It measures a selected subset of price changes; it does not identify institutional traders or establish that they caused a move.

The “smart money” interpretation is a hypothesis behind the indicator, not information contained in its price and volume inputs. This distinction matters when using NVI for trend filters or divergence research.

Non Tradable Symbol TradingView: Why It Happens and How to Fix It

· 7 min read
Pineify Team
Pine Script and AI trading workflow research team

A “non-tradable symbol” message means the selected symbol cannot be traded through the currently selected connection or trading mode. Chart availability, broker support, account permissions, and market-data entitlements are separate checks. Identify which one fails before buying data or changing symbols.

Non Tradable Symbol TradingView: Understanding and Fixing the Error