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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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通过 mql5 和 Telegram 上 的 " 晨间简报 "获取每日市场更新，包括详细信息和屏幕截图 ！ 外汇交易量（FX Volume）是第一个也是唯一一个从经纪商角度真正洞察市场情绪的交易量指标。 直接在您的图表上看到这些信息是真正改变游戏规则和突破性的交易解决方案。 受益于独特的市场数据洞察，如 比率（Ratios ）显示货币多头和空头头寸的比率（百分比 比率变化 显示所选时间段内的多头比率及其百分比变化 总交易量 显示货币的总交易量（多头和空头），以手为单位 多头 交易量显示货币所有多头头寸的交易量 空头 交易量显示所有货币空头头寸的交易量 净多头 显示净多头交易量，即所有多头头寸减去所有空头头寸（以手为单位）。 净多头百分比 显示货币净多头交易量的变化 请阅读我们的基本教程 -> "如何使用外汇交易量进行交易 " 获取更多信息，如常见问题、交易技巧和教程视频，请访问我们的 外汇交易量公共信息频道 请 安装并运行 SI Connect 以建立与我们数据中心的持续连接 背景信息 我们都知道，外汇是一个分散的市场。这就是为什么我们必须打破常规思维，开发一个独
Scalper Inside PRO
Alexey Minkov
4.75 (57)
指标
An exclusive indicator that utilizes an innovative algorithm to swiftly and accurately determine the market trend. The indicator automatically calculates opening, closing, and profit levels, providing detailed trading statistics. With these features, you can choose the most appropriate trading instrument for the current market conditions. Additionally, you can easily integrate your own arrow indicators into Scalper Inside Pro to quickly evaluate their statistics and profitability. Scalper Inside
Advanced Supply Demand
Bernhard Schweigert
4.92 (310)
指标
现在优惠 33%！ 任何新手或专业交易者的最佳解决方案！ 该指标是一款独特、高质量、且价格合理的交易工具，因为我们已经整合了许多专有功能和新公式。 依据此更新，您将能够显示双重时间帧区域。 您不仅可以显示一个较高的时间帧，还可以同时显示图表时间帧，加上更高的时间帧：显示嵌套时区。 供需双方所有交易者都会喜欢它。 :) 重要信息披露 高级供需的最大潜力，请访问 https://www.mql5.com/zh/blogs/post/720245   想象您的交易如何得以改善，是因为您能够精准定位入场或目标位吗？ 构建于新的底层算法，它可以更轻松地识别出买卖双方之间的潜在失衡。 这是因为它以图形方式展示供需最强劲区域，及其过去的表现（显示旧区域）。 这些功能旨在帮助您更轻松地发现最佳入场区域和价位。 现在您可以针对您的交易品种和时间帧来优化和编辑区域强度！ 高级供需指标适用于所有产品和时间帧。 它是一个新的公式，非常新的功能是两个区域强度函数可由用户输入进行调整！ 这在交易中是一大优势。 当您学习如何使用专有功能，例如带有价格游离最小 X 因子的区域强度时，您能够判断该区域强劲与否。 供
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
FX Power MT4 NG
Daniel Stein
5 (10)
指标
通过 mql5 和 Telegram 上 的晨间简报获取每日市场更新，包括详细信息和屏幕截图 ！ FX Power MT4 NG 是我们长期以来非常受欢迎的货币强度计算器 FX Power 的下一代产品。 这款下一代强度计算器能提供什么？您所喜爱的原版 FX Power 的所有功能 附加功能 黄金/XAU 强度分析 更精确的计算结果 可单独配置的分析周期 可自定义计算限制，以获得更好的性能 为希望查看更多信息的用户提供特殊的多实例设置 无尽的图形设置，可在每个图表中设置您最喜欢的颜色 无数的通知选项，让您再也不会错过任何重要信息 采用 Windows 11 和 macOS 风格的全新圆角设计 神奇的移动指标面板 FX Power 主要功能 所有主要货币的完整强势历史 所有时间框架内的货币强弱历史 所有经纪商和图表的计算结果完全相同 100% 可靠的实时计算 -> 无重绘 可通过下拉列表选择分析时段 通过自定义模式单独配置分析时段 可在一个图表中使用多个实例 可移动 FX Power 显示屏（通过拖放） 适用于高分辨率 QHD、UHD 和 4K 显示器 自动终端配置 针对平板电脑
Advanced Dashboard for Currency Strength and Speed
Bernhard Schweigert
4.79 (98)
指标
目前八折优惠! 对任何新手或专家交易者来说都是最好的解决方案! 这个仪表板软件适用于28种货币对。它基于我们的两个主要指标（高级货币强度28和高级货币冲动）。它对整个外汇市场提供了一个伟大的概述。它显示高级货币强度值，货币运动速度和28个外汇对在所有（9）时间段的信号。想象一下，当你可以使用图表上的单一指标观察整个市场，以确定趋势和或剥头皮的机会时，你的交易将得到改善 我们已经在这个指标中建立了一些功能，使你更容易识别强势和弱势货币，同时识别和确认潜在的交易。该指标以图形方式显示货币的强势或弱势是增加还是减少，以及它在所有时间段的表现。 增加的新功能是动态市场斐波那契水平，它适应当前的市场条件变化，这是一个已经在我们的高级货币强度28和高级货币冲动指标中使用的成熟的加分项。 在交易时，总是将弱势货币和强势货币配对，这个新指标将帮助你做到这一点。 用户手册：点击这里  https://www.mql5.com/en/blogs/post/708783 特点  显示每个时间段的ACS28和GAP-speed（冲动）的货币强度值。 列：颜色代码以7种颜色
Shepherd Harmonic Pattern
Abdullah Alrai
4.68 (59)
指标
这个指标将检测手动和自动方法在图表上绘制的谐波模式。 您可以从此链接查看用户手册： 添加您的评论并联系我们以获得它 有一个免费版本可以在mt4上尝试此产品。 您可以使用它来检测Gartley和Nenstar模式： https://www.mql5.com/en/market/product/30181 您可以从以下链接购买完整的MT4版本： https://www.mql5.com/en/market/product/15212 注意 指标具有控制面板，并将保存每个（图表和时间框架）设置。 您可以将其最小化以在图表上获得更多空间，并且如果您更喜欢使用其他分析工具，则可以按关闭按钮隐藏所有指标数据 当您使用此指标并更改设置，添加诸如移动平均线或布林带之类的指标时，此指标将自动保存您的模板编辑，并且您可以随时加载它们。 如果您使用的是Windows 10，请右键单击MetaTrader图标>兼容性>更改高DPI设置>系统（增强）以获得最佳屏幕设置（应在高清设备中完成）。 指标只是谐波交易理论的解释，用于检测图表上的谐波模式。 如果您想学习它，可以搜索Scott Carney的书，名为“Ha
GOLD Impulse with Alert
Bernhard Schweigert
4.56 (9)
指标
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
TrendMaestro
Stefano Frisetti
5 (2)
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
Trending Volatility System
Vitalyi Belyh
5 (1)
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
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
MetaForecast M4
Vahidreza Heidar Gholami
5 (1)
指标
MetaForecast能够根据价格数据中的谐波来预测和可视化任何市场的未来走势。虽然市场不总是可预测的，但如果价格中存在模式，MetaForecast可以尽可能准确地预测未来。与其他类似产品相比，MetaForecast通过分析市场趋势可以生成更精确的结果。 输入参数 Past size (过去的尺寸) 指定MetaForecast用于创建生成未来预测模型的柱数量。该模型以一条黄色线绘制在所选柱上。 Future size (未来的尺寸) 指定应预测的未来柱数量。预测的未来以粉色线表示，并在其上绘制了蓝色回归线。 Degree (程度) 此输入确定了MetaForecast将在市场上进行的分析级别。 Degree 描述  0 对于程度0，建议使用较大的值来设置“过去的尺寸”输入，以覆盖价格中的所有高峰、低谷和细节。  1 (建议的) 对于程度1，MetaForecast可以理解趋势，并通过较小的“过去的尺寸”生成更好的结果。  2 对于程度2，除了趋势，MetaForecast还可以识别反转点。对于大于1的程度，必须使用较高的“细节”和“噪音减少”输入值。  大于2 不建议使用大
Max Min Cycle
Vitalyi Belyh
指标
Cyclical indicator for trading and predicting the direction of the market. Shows the cyclical behavior of the price in the form of an oscillator. Gives signals for opening deals when rebounding from the upper and lower boundaries of the oscillator. In the form of a histogram, it shows the smoothed strength of the trend. Will complement any trading strategy, from scalping to intraday. The indicator does not redraw. Suitable for use on all symbols/instruments. Suitable time frames for short-term
Indicator Combine Merge by RunwiseFX
Runwise Limited
4.92 (13)
指标
Allows multiple indicators to be combined into a single indicator, both visually and in terms of an alert. Indicators can include standard indicators, e.g. RSI, CCI, etc., and also Custom Indicators, even those purchased through Market, or where just have the ex4 file. An early alert is provided, say when 4 out 5 indicators have lined up, and a confirmed alert when all are in agreement. A‌lso features a statistics panel reporting the success of the combined indicator by examining the current cha
ON Trade Waves Patterns Harmonic Elliot Wolfe
Abdullah Alrai
5 (1)
指标
介绍 ON Trade Waves Patterns Harmonic Elliot Wolfe，这是一款高级指标，旨在使用手动和自动方法检测各种市场模式。以下是它的工作原理： 谐波模式： 该指标可以识别出现在您图表上的谐波模式。这些模式对于练习谐波交易理论的交易者非常重要，正如Scott Carney的书《谐波交易第1卷和第2卷》所描述的那样。无论您是手动绘制它们还是依赖自动检测，ON Trade Waves Patterns都可以胜任。 控制面板： 我们配备了一个用户友好的控制面板，它会保存您的图表和时间帧设置，使您可以轻松切换不同配置。您甚至可以最小化它以最大化图表空间。如果您更喜欢使用其他分析工具，只需单击关闭按钮即可隐藏所有指标数据。 模板保存： 当您自定义设置或添加其他指标，如移动平均线或布林带时，该指标会自动保存您的模板。这意味着您可以随时轻松加载您喜欢的设置。 优化显示： 对于Windows 10用户，我们建议调整您的DPI设置以获得高清设备上的最佳屏幕体验。右键单击MetaTrader图标，选择“兼容性”，然后选择“更改高DPI设置”，将其设置为“系统（增强）”。
Forex Sniper Entries Indicator
Elias Mtwenge
指标
WARNING: PRICE IS SUBJECT TO RISE AT ANY TIME. GET YOUR COPY TODAY TO AVOID MORE COST! Dear Traders I am so glad to introduce to you my other tool called the Forex Sniper Entries Indicator. This tool is designed to help serious traders and investors capture big moves in the currency price movements. The philosophy behind this tool is all about winning big and riding the price movement from its beginning until the maximum point. We want to capture those big moves in both down and up markets as mu
Graf Mason
Alexandr Lapin
5 (1)
指标
Graf Mason is a tool that will make you a professional analyst! The method of determining wave movements using inclined channels qualitatively conveys the schematics of the movement of any instrument, showing not only possible reversals in the market, but also the goals of further movements!Destroys the myth that the market is alive , clearly showing the schematics of movements from one range to another! A professional tool, suitable for the medium term with the definition of the current trend!
TakePropips Donchian Trend Pro
Eric John Pajarillaga Aldana
4.82 (17)
指标
TakePropips Donchian Trend Pro   (MT4) 是一款功能强大且有效的工具，可使用 Donchian 通道自动检测趋势方向，并为您提供进场和退场交易信号！ 这个多功能指标包括趋势扫描器、交易信号、统计面板、筛选器、交易时段和警报历史仪表板。它旨在为您提供交易信号并节省您分析图表的时间！ 您可以在我们的博文中下载用户手册和安装指南：   https   :// www.mql5.com/en/blogs/post/751368 今天立减 50%！价格从 98 美元降到 49 美元！ 您可以在 Strategy Tester 上测试该指标（启用可视模式） 视频教程也可在说明下方获得更多详细信息。 如果您有任何问题或需要任何帮助，请与我联系。 TakePropips Donchian Trend Pro 指标适用于所有外汇对、金属、商品、指数和加密货币。 主要特点 交易信号 - 检测多个时间范围内所有货币对的买卖机会。它将为您提供警报并在图表上绘制交易信号，最多 3 个止盈价和一个止损价。 Trend Scanner   - 用于快速扫描和识别跨多个时间
Pair Trading Station MT4
Young Ho Seo
5 (1)
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
MetaTrend M4
Vahidreza Heidar Gholami
5 (1)
指标
Meta Trend Indicator is an efficient way to forecast and detect the trend in any market. It reveals the trend, support and resistance levels, volatility and the maximum potential target, all in one indicator. To adapt to the price and to decrease consecutive trend failures, the internal trend detector algorithm studies the market and dynamically chooses the right values for the internal parameters. This indicator is a perfect trend filter for any strategy or expert advisor. Features Super Adapti
Cycles Predictor
Martin Eshleman
指标
Cycles Predictor Indicator This indicator uses past market cycles to predict future price movements. The predictions are drawn as vertical lines on the right side of the chart where the market has not advanced to yet. A prediction will many times result in the type of candle (ex. bull or bear) and/or a reversal point (ex. bottom or top) forming at this exact time. The lines are drawn well in advance which makes this a unique indicator. Benefits The indicator does not repaint, move, or delete
CyberZingFx Volume Plus
Afsal Meerankutty
4.94 (16)
指标
Advanced version of CyberZingFx Volume Plus, the ultimate MT4 indicator for traders seeking highly accurate buy and sell signals. With an additional strategy and price action dot signals that enhances its effectiveness, this indicator offers a superior trading experience for professionals and beginners alike. The CyberZingFx Volume Plus Advanced version combines the power of volume analysis and historical price data with an additional strategy, resulting in even more precise and reliable signals
Price Action Entry Alerts
Stephen Sanjeeve Sahayam
5 (3)
指标
该指标筛选每个柱的买入或卖出压力，并识别 4 种具有最高交易量的蜡烛形态。然后使用多个线性过滤器过滤这些蜡烛以显示买入或卖出信号。结合更高的时间框架方向以及在高交易量时段进行交易时，信号效果最佳。所有过滤器都是可定制的并且独立工作。单击按钮即可查看单个方向的信号。 该指标还包含最重要的价格行为和智能货币概念，可以帮助您的决策过程。 信号和交易教育集于一工具之中。 特征 ： 信号不会重新绘制。 识别吞没蜡烛、拒绝蜡烛、扩展范围蜡烛和 Pinbar 蜡烛。 显示每个有效信号的多个入场点、止损和多个止盈水平。 按高容量会话进行过滤。 按支撑/阻力位和蜡烛结构过滤。 按 MACD 柱状图过滤。 ICT 买方和卖方流动性水平（亚洲突袭/伦敦突袭/犹大摇摆）。 洁净空间或间隙检测。 识别停止搜寻级别。 基于纯粹的价格行为自动绘制支撑/阻力位。 前一日高点和前日低点。 心理数字和整点、半点和四分之一点的图表水平。 显示基于动态移动平均线的价格交叉和回调。 每日开盘价。 识别 HH、HL、LL 和 LH 点。 内置蜡烛倒计时和符号传播。 内置损益信息面板。 私人导师小组访问。 包括教育、分析和支
Up down v6T
Guner Koca
5 (1)
指标
Thise indicator is up down v6  comes with tradingwiev pinescript. purchased people, after installed on terminal ,contact me on mql5  to get BONUS  TradingView pinescript. up-down indicator is no repaint and works all pairs and lower than weekly time frames charts. it is suitable also 1 m charts for all pairs. and hold long way to signal. dont gives too many signals. when red histogram cross trigger line that is up signal.and price probably will down when blue histogram cross trigger line that
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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
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
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.