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ARIMA Trend Forecaster

The ARIMA Trend Forecaster indicator is designed for analyzing and forecasting the trend component of a financial instrument based on the integrated ARIMA autoregressive model. The ARIMA methodology aims at identifying the presence of unit roots and the order of time series integration. In financial markets, autoregressive models are used for working with price time series to predict future price points.

The ARIMA Trend Forecaster indicator using all the advantages of the ARIMA method allows to accurately forecast a trend component behavior and to see potential market entry points. The indicator can be used either separately or in combination with other trading indicators or systems to improve the overall results of trading.


Adjustable Parameters

  • start_bar - bar to calculate the forecast for;
  • arima_length - the length of the time series for the calculation of the ARIMA autoregressive model;
  • trend_indicator - indicator type (from 0 to 3)
  • trend_period - indicator period;
  • predict_length - the length of the forecast;
  • arima_p - the order of the autoregressive part of the model;
  • arima_d - the order of the integrated part of the model;
  • arima_q - the order of the moving average;
  • bfgs_iter - the number of iterations in root optimization by the BFGS method.
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这个指标是我们2个产品 Advanced Currency IMPULSE with ALERT  +   Currency Strength Exotics 的一个超级组合。 它适用于所有时间框架，并以图形方式显示8种主要货币和一种符号的强势或弱势冲动! 该指标专门用于显示任何符号的货币强度加速，如黄金、异国货币对、商品、指数或期货。这是它的第一个指标，任何符号都可以被添加到第9行，以显示黄金、白银、石油、DAX、US30、MXN、TRY、CNH等的真实货币强度加速（冲动或速度）。 建立在新的基础算法上，它使识别和确认潜在的交易更加容易。这是因为它以图形方式显示了一种货币的强势或弱势是否正在加速，并测量了这种加速的速度--把它想象成你汽车中的速度表。当你加速时，事情显然会发生得更快，这在外汇市场上也是一样的，即如果你配对的货币正在向相反的方向加速，你就会发现一个潜在的有利可图的交易。 动态市场斐波那契28水平被用作警报触发器，将适应市场活动。如果冲动击中黄色触发线，你将收到警报。然后你就知道作为一个交易员应该做什么。货币对和方向已经给出。只需点击警报按钮，就可以
ON Trade Optuma Astro
Abdullah Alrai
5 (4)
指标
当然可以！以下是您提供的文本的中文翻译： 引入 MT4 天文指标：您的终极天体交易伙伴 您准备好将交易体验提升到天文高度了吗？不用再寻找，就在我们的革命性 MT4 天文指标中。这个创新工具超越了传统的交易指标，利用复杂的算法提供无与伦比的天文洞察力和精确计算。 指尖上的宇宙信息： 瞻仰一个详尽的面板，展示了一宝藏般的天文数据。了解行星的地理/太阳心坐标，太阳/地球距离，亮度，伸长度，星座，黄道和赤道坐标，甚至是水平坐标——每个细节都经过精心计算并呈现得美轮美奂。指标生成的垂直线对应于时间值，为您的交易旅程提供了宇宙的视角。 行星线条与关系： 在您的图表上欣赏行星线条的魔力，具有可自定义的比例和角度。通过直观的控制面板轻松切换每个行星线条的可见性。通过连结、六分、四分、三分、对冲和逆行等指标，发现行星关系的艺术。在您选择的时间范围内探索这些宇宙构造，使您能够识别重要的交易机会。 揭示甘恩的智慧： 通过受甘恩启发的平方垂直线揭示潜在的反转时机。这种创新修改将甘恩历经考验的原则带入现实，帮助您提前了解市场的转向和趋势。 月亮引导： 在您的图表上优雅地导航月相，因为新月和满月点缀其间。月亮周期
Smart Order Block Indicator
Aditya Jayswal
5 (5)
指标
Please send me Direct message on MQL5 CHAT after purchasing the Indicator for Training and Installation Support There are some additional files that is important to use with the Indicator . So be sure to contact me after purchasing the Indicator So that I can add you for training and support . If you find any difficulty with installation then send me Direct message here So that I can connect with you via Anydesk or Teamview for the product installation. " Smart Order Block Indicator " to find
Currency Strength Exotics
Bernhard Schweigert
4.88 (33)
指标
目前8折优惠! 对任何新手或专家交易者来说都是最好的解决方案! 这个指标是专门用来显示任何符号的货币强度，如异国货币对、商品、指数或期货。它是同类产品中的第一个，任何符号都可以添加到第9行，以显示黄金、白银、石油、DAX、US30、MXN、TRY、CNH等的真实货币强度。这是一个独特的、高质量的、负担得起的交易工具，因为我们已经纳入了一些专有的功能和一个新的公式。想象一下，你的交易将如何改善，因为你能够准确地确定新趋势或剥头皮机会的触发点？ 用户手册：点击这里   https://www.mql5.com/en/blogs/post/708876 它适用于所有时间框架。你将很快能够看到TREND! 根据新的基础算法设计，它使识别和确认潜在交易变得更加容易。这是因为它以图形方式显示了8种主要货币和一种符号的强弱。 该指标显示了8种主要货币（澳元加元瑞士法郎欧元英镑日元新西兰美元）的强弱线，再加上一个符号! 该指标显示了符号的真实价值。例如：对于XAUUSD（黄金）：价格以美元报价。如果黄金在上涨，你怎么能知道是黄金的强势还是美元的弱势？只有当黄金走强时，我们才会进行
ECM Channel MT4
Paulo Rocha
5 (1)
指标
ECM Elite Channel is a volatility-based indicator, developed with a specific time algorithm, which consists of finding possible corrections in the market. This indicator shows two outer lines, an inner line (retracement line) and an arrow sign, where the channel theory is to help identify overbought and oversold conditions in the market. The market price will generally fall between the boundaries of the channel. If prices touch or move outside the channel, it's a trading opportunity. The
RealValueIndicator EURUSD
KERT RAEBOVOITRA
指标
Indicator : RealValueIndicator Description : RealValueIndicator is a powerful tool designed specifically for trading on the EURUSD pair. This indicator analyzes all EUR and USD pairs, calculates their real currency strength values, and displays them as a single realistic value to give you a head start on price. This indicator will tell you moves before they happen if you use it right. RealValueIndicator allows you to get a quick and accurate overview of the EURUSD currency pair tops and bottoms,
X3 Chart Pattern Scanner MT4
Young Ho Seo
4 (4)
指标
Introduction to X3 Chart Pattern Scanner X3 Cherart Pattern Scanner is the non-repainting and non-lagging indicator detecting X3 chart patterns including Harmonic pattern, Elliott Wave pattern, X3 patterns, and Japanese Candlestick patterns. Historical patterns match with signal patterns. Hence, you can readily develop the solid trading strategy in your chart. More importantly, this superb pattern scanner can detect the optimal pattern of its kind. In addition, you can switch on and off individu
TrendMaestro
Stefano Frisetti
5 (3)
指标
note: this indicator is for METATRADER4, if you want the version for METATRADER5 this is the link:  https://www.mql5.com/it/market/product/108106 TRENDMAESTRO ver 2.4 TRENDMAESTRO recognizes a new TREND in the bud, he never makes mistakes. The certainty of identifying a new TREND is priceless. DESCRIPTION TRENDMAESTRO identifies a new TREND in the bud, this indicator examines the volatility, volumes and momentum to identify the moment in which there is an explosion of one or more of these data a
XQ Indicator MetaTrader 4
Marzena Maria Szmit
3.67 (3)
指标
Step into the realm of Forex trading with confidence and precision using XQ, a cutting-edge Forex indicator designed to elevate your trading game to unprecedented heights. Whether you're a seasoned trader or just stepping into the world of currency exchange,   XQ Forex Indicator   empowers you with the insights and signals needed to make informed trading decisions. The signal conditions are a combination of three indicators, and XQ Forex Indicator only display  medium and long-term trends . The
Quantum Trend Sniper Indicator MT4
Bogdan Ion Puscasu
4.6 (40)
指标
介绍   量子趋势狙击指标 ，突破性的 MQL5 指标，正在改变您识别和交易趋势反转的方式！由拥有超过13年交易经验的资深交易员团队开发，     量子趋势狙击指标   旨在通过其创新的方式以极高的准确度识别趋势反转，将您的交易之旅推向新的高度。 ***购买量子趋势狙击指标，即可免费获得量子突破指标！*** 当量子突破指标识别出趋势反转时，它会向您发出警报和信号箭头，并建议您三个止盈水平。 它既适合新手交易者，也适合专业交易者。 量子 EA 通道：       点击这里 MT5版本：       点击这里 建议： 时间范围:  所有时间范围。为了获得最佳结果，我们建议在 M15、M30 和 H1 时间范围内使用它。 货币对：欧元兑美元、英镑兑美元、澳元兑美元、欧元兑英镑, EURAUD, XAUUSD 账户类型：ECN、Raw 或 Razor，点差极低 经纪时间：任意 经纪商：IC Markets、Pepperstone with Raw 和 Razor 的点差最低 建议止损：50 点 建议止盈水平：20 点、50 点和 1
Max Paynex
Abdulkarim Karazon
指标
Max Payne 是一个反转/趋势信号指标，以箭头的形式给出信号，该指标在同一柱收盘时给出信号，该指标可以在图表上以不同周期多次下降，以获得信号的双重/三重确认 该指标具有高度可调性，可以适应任何交易风格，同时它不会重新绘制或背面绘制，购买后您将获得屏幕截图中显示的完整系统以及使用的模板。 ----------------- 如何交易： 等到您在同一柱上获得三次确认，同时趋势过滤器（购买后您将获得的佩恩趋势）与方向一致 开仓并将止损设置为买入交易的黄金箭头（模板）下方和卖出交易的黄金箭头（模板）上方，您的退出信号是第一个相反的白点信号（模板）。 ----------------- 参数 ： 信号周期：箭头周期 滤波器：信号滤波器 距离：箭头距蜡烛的距离 计数柱：显示多少历史信号 警报 --------------------------------------
Gold Channel XAUUSD
Paulo Rocha
5 (2)
指标
Gold Channel is a volatility-based indicator, developed with a specific timing algorithm for the XAUUSD pair, which consists of finding possible corrections in the market. This indicator shows two outer lines, an inner line (retracement line) and an arrow sign, where the theory of the channel is to help identify overbought and oversold conditions in the market. The market price will generally fall between the boundaries of the channel. If prices touch or move outside the channel it is a tra
Accurate Support And Resistance LeveL
Karto Hartono
指标
SNR LEVEL INDICATOR Accurate Snr level indicator will only display Fresh Levels that are close to the Current Market Price. This indicator is very accurate in mapping Support & resistance levels. there is an alert feature when the price TOUCHES the SNR LEVEL, WHEN CLOSE CANDLE BREAK/REJECT SNR LEVEL. INDICATOR MARKING :: - SUPPORT LEVEL == V SHAPE - RESISTANCE LEVEL == APEX LEVEL - GAP RESISTANCE & GAP SUPPORT == OPEN CLOSE CANDLE - SUPPORT BECAME RESISTANCE & RESISTANCE BECAME SUPPORT INDIC
All in One Trade
Alexey Minkov
4.48 (27)
指标
The All-in-One Trade Indicator (AOTI) determines daily targets for EURUSD, EURJPY, GBPUSD, USDCHF, EURGBP, EURCAD, EURAUD, AUDJPY, GBPAUD, GBPCAD, GBPCHF, GBPJPY, AUDUSD, and USDJPY. All other modules work with any trading instruments. The indicator includes various features, such as Double Channel trend direction, Price channel, MA Bands, Fibo levels, Climax Bar detection, and others. The AOTI indicator is based on several trading strategies, and created to simplify market analysis. All-in-One
Trending Volatility System
Vitalyi Belyh
5 (2)
指标
Volatility Trend System - a trading system that gives signals for entries. The volatility system gives linear and point signals in the direction of the trend, as well as signals to exit it, without redrawing and delays. The trend indicator monitors the direction of the medium-term trend, shows the direction and its change. The signal indicator is based on changes in volatility and shows market entries. The indicator is equipped with several types of alerts. Can be applied to various trading
NAM Order Blocks
NAM TECH GROUP, CORP.
5 (1)
指标
MT4多時限訂單塊檢測指示器。 特徵 -在圖表控制面板上完全可自定義，提供完整的交互。 -隨時隨地隱藏和顯示控制面板。 -在多個時間範圍內檢測OB。 -選擇要顯示的OB數量。 -不同的OB用戶界面。 -OB上的不同過濾器。 -OB接近警報。 -ADR高低線。 -通知服務（屏幕警報|推送通知）。 概括 訂單塊是一種市場行為，它指示從金融機構和銀行收取訂單。著名的金融機構和中央銀行帶動了外匯市場。因此，交易者必須知道他們在市場上正在做什麼。當市場建立訂單塊時，它會像發生大多數投資決策的範圍一樣移動。 訂單建立完成後，市場將朝著上升和縮小的方向發展。訂單大宗交易策略的關鍵術語是它包括機構交易者正在做的事情。由於它們是主要的價格驅動因素，因此包括機構交易在內的任何策略都可以。 您將在任何時間範圍內實時看到訂單塊，使用我們的控制面板，您將能夠在所選的歷史記錄週期內檢測常規，拒收和未大寫的訂單塊。 現在您可以接收到訂單塊接近警報，我們在MT4上顯示屏幕通知，並將通知推送到您的手機！
Modified TTM Squeeze Indicator
Libertas LLC
1 (2)
指标
"The Squeeze indicator attempts to identify periods of consolidation in a market. In general the market is either in a period of quiet consolidation or vertical price discovery. By identifying these calm periods, we have a better opportunity of getting into trades with the potential for larger moves. Once a market enters into a "squeeze," we watch the overall market momentum to help forecast the market direction and await a release of market energy." Modified TTM Squeeze Indicator is a modifica
Entry Points Pro
Yury Orlov
4.7 (225)
指标
这是一款 MT4 的趋势指标，可提供准确的入场交易信号，且无重绘或延迟。 它可应用在任何金融资产：外汇、加密货币、贵金属、股票、指数。 最好的结果出现在 M15+ 的时间帧内。 指标的 MT5 版本 重要！ 购买后请联系我，以便获取详细指南和奖励。 视频 (6:22) - 一个信号赢取的利润等于指标价格的三倍。 视频 (4:44) - 它如何在测试器中工作，我的提示和技巧。 视频 (1:44) - 有关它如何处理加密货币和指数的几句话。 大多数交易者在 Entry Points Pro 指标的帮助下，在第一个交易周内就改善了他们的交易结果。 Entry Points Pro 指标的益处 入场信号无重绘或延迟 如果信号出现，并得到确认（如果信号所在烛条已收盘），则它不会再消失；不像是重绘指标，它会导致重大的财产损失，因为它们可以在显示信号后再将其删除。 无差错开仓 指标算法可令您找到入场交易（买入或卖出资产）的理想时机，从而提高每位交易者的成功率。 Entry Points Pro 可操作任何资产 它允许您在 MT4 平台上交易任何经纪商提供的加密货币、股票、
Gann Swing Structure
Kirill Borovskii
5 (1)
指标
This indicator is based on the mathematics of the great trader W.D. Ganna. With its help, you can easily find strong levels by analyzing swings to find the optimal entry point. The indicator works on all instruments and all timeframes. The indicator is fully manual and has control buttons. All you need to do is press the NEW button, a segment will appear, which you can place on any movement, swing or even 1 candle that you want to analyze. By placing the segment, press the OK button. A grid (th
Ultimate Double Top Bottom Reversal Scanner
FXsolutions
5 (7)
指标
This indicator scans for you up to 30 trading instruments and up to 8 timeframes for occurrences of the high probability reversal patterns: Double Tops/Bottoms with fake breakouts . Please read also the blog post " Professional Trading With Double Tops/Bottoms And Divergences! " which explains the concepts behind the ULTIMATE Double Top/Bottom indicator and how you can use a professional top-down approach. You can get alerts via MetaTrader 4, email and push notifications at the moment when a sig
Quantum Breakout Indicator PRO
Bogdan Ion Puscasu
4.96 (26)
指标
介绍     Quantum Breakout PRO   ，突破性的 MQL5 指标，正在改变您交易突破区域的方式！   Quantum Breakout PRO 由拥有超过 13 年交易经验的经验丰富的交易者团队开发，旨在通过其创新和动态的突破区域策略将您的交易之旅推向新的高度。 量子突破指标将为您提供带有 5 个利润目标区域的突破区域的信号箭头，以及基于突破框的止损建议。 它既适合新手交易者，也适合专业交易者。 量子 EA 通道：       点击这里 MT5版本：   点击这里 重要的！购买后请私信我领取安装手册。 建议： 时间范围：M15 货币对：GBPJPY、EURJPY、USDJPY、NZDUSD、XAUUSD 账户类型：ECN、Raw 或 Razor，点差极低 经纪商时间：GMT +3 经纪商：IC Markets、Pepperstone with Raw 和 Razor 的点差最低 规格： 不重漆！ 最多 5 个建议利润目标区域 建议止损水平 可定制的盒子。您可以设置自己的 Box Time Start 和 Box Time E
PZ Trend Trading
PZ TRADING SLU
4.8 (5)
指标
许多盈利交易者不仅知道如何识别市场趋势，而且也能把握趋势建立后的交易机会。 Pz 趋势交易 指标设计用来在趋势行情中尽可能的赚取利润。 已建立的趋势提供了一揽子交易机会，但大多数趋势交易指标完全忽视了它们，让交易者在趋势行情时完全不知道该如何做！一般趋势指标只通知有关的趋势变化，但根本不足以得到卓越的回报. Pz 趋势交易 指标比一般趋势指标显示多达 20 倍的交易 , 因为它注重所谓的市场时机。它不仅显示当前的市场趋势，也有回调，内柱线的突破和调整。它令您在趋势回调之后介入，安全的柱线内突破金字塔加仓，以及发现潜在的反转，和已知的调整。 趋势改变 一个趋势改变在市场方向变化时发生。趋势变化在图表上用带数字的彩色圆圈显示。蓝色 (1) 信号为上涨开始, 而红色 (1) 信号为下跌开始。趋势变化并非评估当前价格动作的结果, 它意味着交易设置是不定时地。如果您正确使用本指标, 在趋势变化时, 您将将已经入场 (参看下面的调整)。 回调 但凡趋势在运动中，行情上下抖动，盈利者收割利润，且其它参与者入场。趋势回调代表好的买入机会，通常是由主力获利离场导致。如果行情在回调后回归上行, 指
Pair Trading Station MT4
Young Ho Seo
3.67 (3)
指标
How to use Pair Trading Station Pair Trading Station is recommended for H1 time frame and you can use it for any currency pairs. To generate buy and sell signal, follow few steps below to apply Pair Trading Station to your MetaTrader terminal. When you load Pair Trading Station on your chart, Pair Trading station will assess available historical data in your MetaTrader platforms for each currency pair. On your chart, the amount of historical data available will be displayed for each currency pai
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Discrete wavelet transform
Ilya Antipin
指标
The Discrete wavelet transform indicator is an enhanced implementation of the numerical and functional analysis for MetaTrader 4, the discrete wavelet transform method (DWT). The specific feature of DWT is the way the wavelet is represented in the form of a discrete signal (sample). DWT is widely used for filtering and preliminary processing of data, for analyzing the state and making forecasts for the stock and currency markets, for recognizing patterns, processing and synthesizing various sign
Biwavelet
Ilya Antipin
指标
Biwavelet is an indicator for harmonic forecast of the market based on one-dimensional wavelet transform functions. Wavelet transforms are one of the main tools of digital algorithmic trading. This is due to their ability to analyze and predict processes occurring in two independent basic dimensions - price and time. Wavelets have significant advantages over the Fourier transform, because wavelet transform allows evaluating not only the frequency spectrum of the price signal, but also the time a
MultiTrendLines
Ilya Antipin
指标
MultiTrendLines - мультивалютный индикатор для автоматизации графического анализа трендовых линий. Позволяет быстро выполнять трудоемкий анализ трендовой ситуации на рынке. Использует точные математические алгоритмы выделения ключевых точек рынка для извлечения трендовой струкртуры инструмента. За счет применения корреляционных сигналов можно улучшить симметричную оценку поведения инструмента. Включает в себя возможность точно задавать необходимый уровень глубины и угла трендовой линии. Основной
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版本 9.0 2018.04.16
Added parameter start_bar - bar to calculate the forecast for. This parameter allows testing the indicator on history data and finding the optimal parameters.
版本 8.0 2017.12.26
Fixed the indicator re-calculation when updating the chart.