Invesco MSCI Etf Forecast - Naive Prediction

ERTH Etf  USD 48.04  0.15  0.31%   
The Naive Prediction forecasted value of Invesco MSCI Sustainable on the next trading day is expected to be 48.22 with a mean absolute deviation of 0.38 and the sum of the absolute errors of 23.45. Invesco Etf Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Invesco MSCI's historical fundamentals, such as revenue growth or operating cash flow patterns.
As of 24th of January 2026 the relative strength momentum indicator of Invesco MSCI's share price is below 20 suggesting that the etf is significantly oversold. The fundamental principle of the Relative Strength Index (RSI) is to quantify the velocity at which market participants are driving the price of a financial instrument upwards or downwards.

Momentum 0

 Sell Peaked

 
Oversold
 
Overbought
The successful prediction of Invesco MSCI's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Invesco MSCI Sustainable, which may create opportunities for some arbitrage if properly timed.
Using Invesco MSCI hype-based prediction, you can estimate the value of Invesco MSCI Sustainable from the perspective of Invesco MSCI response to recently generated media hype and the effects of current headlines on its competitors. We also analyze overall investor sentiment towards Invesco MSCI using Invesco MSCI's stock options and short interest. It helps to benchmark the overall future attitude of investors towards Invesco using crowd psychology based on the activity and movement of Invesco MSCI's stock price.

Invesco MSCI Implied Volatility

    
  0.28  
Invesco MSCI's implied volatility exposes the market's sentiment of Invesco MSCI Sustainable stock's possible movements over time. However, it does not forecast the overall direction of its price. In a nutshell, if Invesco MSCI's implied volatility is high, the market thinks the stock has potential for high price swings in either direction. On the other hand, the low implied volatility suggests that Invesco MSCI stock will not fluctuate a lot when Invesco MSCI's options are near their expiration.
The Naive Prediction forecasted value of Invesco MSCI Sustainable on the next trading day is expected to be 48.22 with a mean absolute deviation of 0.38 and the sum of the absolute errors of 23.45.

Invesco MSCI after-hype prediction price

    
  USD 48.04  
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as etf price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
Check out Historical Fundamental Analysis of Invesco MSCI to cross-verify your projections.

Prediction based on Rule 16 of the current Invesco contract

Based on the Rule 16, the options market is currently suggesting that Invesco MSCI Sustainable will have an average daily up or down price movement of about 0.0175% per day over the life of the 2026-03-20 option contract. With Invesco MSCI trading at USD 48.04, that is roughly USD 0.008407 . If you think that the market is fully incorporating Invesco MSCI's daily price movement you should consider acquiring Invesco MSCI Sustainable options at the current volatility level of 0.28%. But if you have an opposite viewpoint you should avoid it and even consider selling them.

Open Interest Against 2026-03-20 Invesco Option Contracts

Although open interest is a measure utilized in the options markets, it could be used to forecast Invesco MSCI'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 Invesco MSCI's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Invesco MSCI 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 Invesco MSCI's open interest, investors have to compare it to Invesco MSCI'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 Invesco MSCI 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 Invesco. 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.

Invesco MSCI Additional Predictive Modules

Most predictive techniques to examine Invesco price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Invesco using various technical indicators. When you analyze Invesco charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.
A naive forecasting model for Invesco MSCI is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Invesco MSCI Sustainable value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Invesco MSCI Naive Prediction Price Forecast For the 25th of January

Given 90 days horizon, the Naive Prediction forecasted value of Invesco MSCI Sustainable on the next trading day is expected to be 48.22 with a mean absolute deviation of 0.38, mean absolute percentage error of 0.27, and the sum of the absolute errors of 23.45.
Please note that although there have been many attempts to predict Invesco 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 Invesco MSCI's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Invesco MSCI Etf Forecast Pattern

Backtest Invesco MSCIInvesco MSCI Price PredictionBuy or Sell Advice 

Invesco MSCI Forecasted Value

In the context of forecasting Invesco MSCI'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. Invesco MSCI's downside and upside margins for the forecasting period are 47.23 and 49.22, respectively. We have considered Invesco MSCI'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
48.04
48.22
Expected Value
49.22
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Invesco MSCI etf data series using in forecasting. Note that when a statistical model is used to represent Invesco MSCI 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 Criteria118.6368
BiasArithmetic mean of the errors None
MADMean absolute deviation0.3783
MAPEMean absolute percentage error0.008
SAESum of the absolute errors23.4515
This model is not at all useful as a medium-long range forecasting tool of Invesco MSCI Sustainable. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Invesco MSCI. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Invesco MSCI

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Invesco MSCI Sustainable. 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 Invesco MSCI'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
47.0548.0449.03
Details
Intrinsic
Valuation
LowRealHigh
46.7947.7848.77
Details
Bollinger
Band Projection (param)
LowMiddleHigh
46.3847.3848.38
Details

Invesco MSCI After-Hype Price Prediction Density Analysis

As far as predicting the price of Invesco MSCI at your current risk attitude, this probability distribution graph shows the chance that the prediction will fall between or within a specific range. We use this chart to confirm that your returns on investing in Invesco MSCI or, for that matter, your successful expectations of its future price, cannot be replicated consistently. Please note, a large amount of money has been lost over the years by many investors who confused the symmetrical distributions of Etf prices, such as prices of Invesco MSCI, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

Invesco MSCI Estimiated After-Hype Price Volatility

In the context of predicting Invesco MSCI's etf value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Invesco MSCI's historical news coverage. Invesco MSCI's after-hype downside and upside margins for the prediction period are 47.05 and 49.03, respectively. We have considered Invesco MSCI's daily market price in relation to the headlines to evaluate this method's predictive performance. Remember, however, there is no scientific proof or empirical evidence that news-based prediction models outperform traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
48.04
48.04
After-hype Price
49.03
Upside
Invesco MSCI is very steady at this time. Analysis and calculation of next after-hype price of Invesco MSCI Sustainable is based on 3 months time horizon.

Invesco MSCI Etf Price Prediction Analysis

Have you ever been surprised when a price of a ETF such as Invesco MSCI is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Invesco MSCI backward and forwards among themselves. Have you ever observed a lot of a particular company's price movement is driven by press releases or news about the company that has nothing to do with actual earnings? Usually, hype to individual companies acts as price momentum. If not enough favorable publicity is forthcoming, the Etf price eventually runs out of speed. So, the rule of thumb here is that as long as this news hype has nothing to do with immediate earnings, you should pay more attention to it. If you see this tendency with Invesco MSCI, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.01 
0.99
 0.00  
 0.00  
0 Events / Month
3 Events / Month
In a few days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
48.04
48.04
0.00 
0.00  
Notes

Invesco MSCI Hype Timeline

Invesco MSCI Sustainable is currently traded for 48.04. The entity stock is not elastic to its hype. The average elasticity to hype of competition is 0.0. Invesco is anticipated not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is insignificant. The immediate return on the next news is anticipated to be very small, whereas the daily expected return is currently at -0.01%. %. The volatility of related hype on Invesco MSCI is about 3093.75%, with the expected price after the next announcement by competition of 48.04. The company had not issued any dividends in recent years. Given the investment horizon of 90 days the next anticipated press release will be in a few days.
Check out Historical Fundamental Analysis of Invesco MSCI to cross-verify your projections.

Invesco MSCI Related Hype Analysis

Having access to credible news sources related to Invesco MSCI's direct competition is more important than ever and may enhance your ability to predict Invesco MSCI's future price movements. Getting to know how Invesco MSCI's peers react to changing market sentiment, related social signals, and mainstream news is a great way to find investing opportunities and time the market. The summary table below summarizes the essential lagging indicators that can help you analyze how Invesco MSCI may potentially react to the hype associated with one of its peers.
Hype
Elasticity
News
Density
Semi
Deviation
Information
Ratio
Potential
Upside
Value
At Risk
Maximum
Drawdown
MVVProShares Ultra MidCap400 0.04 14 per month 1.69  0.07  3.66 (2.80) 7.51 
EVUSiShares ESG Aware(0.07)1 per month 0.56 (0.01) 1.17 (1.01) 3.05 
MDSTUltimus Managers Trust 0.03 3 per month 0.60  0.05  1.20 (1.19) 3.64 
PYPrincipal Value ETF 0.01 3 per month 0.59 (0.07) 1.10 (0.91) 3.31 
GSCGoldman Sachs ETF(0.06)2 per month 0.92  0.05  1.95 (1.89) 4.87 
IQSZInvesco Actively Managed 0.03 1 per month 0.68  0.03  1.10 (1.31) 3.47 
QLVFlexShares Quality Low(0.09)1 per month 0.40 (0.11) 0.81 (0.75) 2.24 
CPAICounterpoint Quantitative Equity(0.19)12 per month 0.94  0.12  2.20 (2.00) 5.52 
LSAFLeaderSharesTM AlphaFactor Core 0.61 3 per month 0.75  0.01  1.54 (1.45) 3.94 
ELCVStrategy Shares 0.01 1 per month 0.64 (0.03) 1.13 (1.17) 3.08 

Other Forecasting Options for Invesco MSCI

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

Invesco MSCI 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 Invesco MSCI etf to make a market-neutral strategy. Peer analysis of Invesco MSCI could also be used in its relative valuation, which is a method of valuing Invesco MSCI by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Invesco MSCI Market Strength Events

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

Invesco MSCI Risk Indicators

The analysis of Invesco MSCI'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 Invesco MSCI's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting invesco 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.

Story Coverage note for Invesco MSCI

The number of cover stories for Invesco MSCI depends on current market conditions and Invesco MSCI's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Invesco MSCI is classified under. However, while its typical story may have numerous social followers, the rapid visibility can also attract short-sellers, who usually are skeptical about Invesco MSCI's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.
When determining whether Invesco MSCI Sustainable offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Invesco MSCI'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 Invesco Msci Sustainable Etf. Outlined below are crucial reports that will aid in making a well-informed decision on Invesco Msci Sustainable Etf:
Check out Historical Fundamental Analysis of Invesco MSCI to cross-verify your projections.
You can also try the Theme Ratings module to determine theme ratings based on digital equity recommendations. Macroaxis theme ratings are based on combination of fundamental analysis and risk-adjusted market performance.
The market value of Invesco MSCI Sustainable is measured differently than its book value, which is the value of Invesco that is recorded on the company's balance sheet. Investors also form their own opinion of Invesco MSCI's value that differs from its market value or its book value, called intrinsic value, which is Invesco MSCI'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 Invesco MSCI's market value can be influenced by many factors that don't directly affect Invesco MSCI'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 Invesco MSCI's value and its price as these two are different measures arrived at by different means. Investors typically determine if Invesco MSCI is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Invesco MSCI'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.