Robo Global Etf Forecast - 8 Period Moving Average

HTEC Etf  USD 29.67  0.21  0.71%   
The 8 Period Moving Average forecasted value of Robo Global Healthcare on the next trading day is expected to be 29.23 with a mean absolute deviation of 0.59 and the sum of the absolute errors of 31.15. Robo Etf Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Robo Global stock prices and determine the direction of Robo Global Healthcare's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Robo Global's historical fundamentals, such as revenue growth or operating cash flow patterns.
  

Open Interest Against 2025-01-17 Robo Option Contracts

Although open interest is a measure utilized in the options markets, it could be used to forecast Robo Global's spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in Robo Global's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Robo Global stock based on available contracts left at the end of a trading day.
Please note that to derive more accurate forecasting about market movement from the current Robo Global's open interest, investors have to compare it to Robo Global's spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of Robo Global is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in Robo. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.
An 8-period moving average forecast model for Robo Global is based on an artificially constructed time series of Robo Global daily prices in which the value for a trading day is replaced by the mean of that value and the values for 8 of preceding and succeeding time periods. This model is best suited for price series data that changes over time.

Robo Global 8 Period Moving Average Price Forecast For the 11th of January 2025

Given 90 days horizon, the 8 Period Moving Average forecasted value of Robo Global Healthcare on the next trading day is expected to be 29.23 with a mean absolute deviation of 0.59, mean absolute percentage error of 0.55, and the sum of the absolute errors of 31.15.
Please note that although there have been many attempts to predict Robo Etf prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Robo Global's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Robo Global Etf Forecast Pattern

Backtest Robo GlobalRobo Global Price PredictionBuy or Sell Advice 

Robo Global Forecasted Value

In the context of forecasting Robo Global's Etf value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Robo Global's downside and upside margins for the forecasting period are 28.04 and 30.42, respectively. We have considered Robo Global's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
29.67
29.23
Expected Value
30.42
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 8 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Robo Global etf data series using in forecasting. Note that when a statistical model is used to represent Robo Global etf, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.
AICAkaike Information Criteria102.8111
BiasArithmetic mean of the errors -0.0451
MADMean absolute deviation0.5877
MAPEMean absolute percentage error0.0201
SAESum of the absolute errors31.1488
The eieght-period moving average method has an advantage over other forecasting models in that it does smooth out peaks and valleys in a set of daily observations. Robo Global Healthcare 8-period moving average forecast can only be used reliably to predict one or two periods into the future.

Predictive Modules for Robo Global

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Robo Global Healthcare. Regardless of method or technology, however, to accurately forecast the etf market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the etf market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Robo Global's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
28.4629.6430.82
Details
Intrinsic
Valuation
LowRealHigh
28.4029.5830.76
Details
Bollinger
Band Projection (param)
LowMiddleHigh
28.3529.3430.32
Details

Other Forecasting Options for Robo Global

For every potential investor in Robo, whether a beginner or expert, Robo Global's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Robo Etf price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Robo. Basic forecasting techniques help filter out the noise by identifying Robo Global's price trends.

Robo Global Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Robo Global etf to make a market-neutral strategy. Peer analysis of Robo Global could also be used in its relative valuation, which is a method of valuing Robo Global by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Robo Global Healthcare Technical and Predictive Analytics

The etf market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Robo Global's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of Robo Global's current price.

Robo Global Market Strength Events

Market strength indicators help investors to evaluate how Robo Global etf reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Robo Global shares will generate the highest return on investment. By undertsting and applying Robo Global etf market strength indicators, traders can identify Robo Global Healthcare entry and exit signals to maximize returns.

Robo Global Risk Indicators

The analysis of Robo Global's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Robo Global's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting robo etf prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.
When determining whether Robo Global Healthcare offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Robo Global's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Robo Global Healthcare Etf. Outlined below are crucial reports that will aid in making a well-informed decision on Robo Global Healthcare Etf:
Check out Historical Fundamental Analysis of Robo Global to cross-verify your projections.
You can also try the Alpha Finder module to use alpha and beta coefficients to find investment opportunities after accounting for the risk.
The market value of Robo Global Healthcare is measured differently than its book value, which is the value of Robo that is recorded on the company's balance sheet. Investors also form their own opinion of Robo Global's value that differs from its market value or its book value, called intrinsic value, which is Robo Global's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Robo Global's market value can be influenced by many factors that don't directly affect Robo Global's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Robo Global's value and its price as these two are different measures arrived at by different means. Investors typically determine if Robo Global is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Robo Global's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.