Invesco Small Mutual Fund Forecast - Double Exponential Smoothing

GTSFX Fund  USD 42.62  0.02  0.05%   
The Double Exponential Smoothing forecasted value of Invesco Small Cap on the next trading day is expected to be 42.92 with a mean absolute deviation of 0.51 and the sum of the absolute errors of 30.54. Invesco Mutual Fund Forecast is based on your current time horizon.
The relative strength index (RSI) of Invesco Small's mutual fund price is slightly above 67. This usually indicates that the mutual fund is rather overbought by investors at this time. The main point of the Relative Strength Index (RSI) is to track how fast people are buying or selling Invesco, making its price go up or down.

Momentum 67

 Buy Stretched

 
Oversold
 
Overbought
The successful prediction of Invesco Small's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Invesco Small Cap, which may create opportunities for some arbitrage if properly timed.
Using Invesco Small hype-based prediction, you can estimate the value of Invesco Small Cap from the perspective of Invesco Small response to recently generated media hype and the effects of current headlines on its competitors.
The Double Exponential Smoothing forecasted value of Invesco Small Cap on the next trading day is expected to be 42.92 with a mean absolute deviation of 0.51 and the sum of the absolute errors of 30.54.

Invesco Small after-hype prediction price

    
  USD 42.62  
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 fund price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
  
Check out Historical Fundamental Analysis of Invesco Small to cross-verify your projections.

Invesco Small 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.
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for Invesco Small works best with periods where there are trends or seasonality.

Invesco Small Double Exponential Smoothing Price Forecast For the 24th of January

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Invesco Small Cap on the next trading day is expected to be 42.92 with a mean absolute deviation of 0.51, mean absolute percentage error of 0.50, and the sum of the absolute errors of 30.54.
Please note that although there have been many attempts to predict Invesco Mutual Fund 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 Small's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Invesco Small Mutual Fund Forecast Pattern

Backtest Invesco SmallInvesco Small Price PredictionBuy or Sell Advice 

Invesco Small Forecasted Value

In the context of forecasting Invesco Small's Mutual Fund 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 Small's downside and upside margins for the forecasting period are 41.02 and 44.82, respectively. We have considered Invesco Small'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
42.62
42.92
Expected Value
44.82
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Invesco Small mutual fund data series using in forecasting. Note that when a statistical model is used to represent Invesco Small mutual fund, 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 CriteriaHuge
BiasArithmetic mean of the errors 0.201
MADMean absolute deviation0.509
MAPEMean absolute percentage error0.0138
SAESum of the absolute errors30.54
When Invesco Small Cap prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any Invesco Small Cap trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent Invesco Small observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Invesco Small

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 Small Cap. Regardless of method or technology, however, to accurately forecast the mutual fund market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the mutual fund 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.
Hype
Prediction
LowEstimatedHigh
40.7442.6244.50
Details
Intrinsic
Valuation
LowRealHigh
41.0042.8844.76
Details
Bollinger
Band Projection (param)
LowMiddleHigh
36.5040.1043.71
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Invesco Small. Your research has to be compared to or analyzed against Invesco Small's peers to derive any actionable benefits. When done correctly, Invesco Small's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Invesco Small Cap.

Invesco Small After-Hype Price Prediction Density Analysis

As far as predicting the price of Invesco Small 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 Small 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 Mutual Fund prices, such as prices of Invesco Small, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

Invesco Small Estimiated After-Hype Price Volatility

In the context of predicting Invesco Small's mutual fund value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Invesco Small's historical news coverage. Invesco Small's after-hype downside and upside margins for the prediction period are 40.74 and 44.50, respectively. We have considered Invesco Small'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
42.62
42.62
After-hype Price
44.50
Upside
Invesco Small is very steady at this time. Analysis and calculation of next after-hype price of Invesco Small Cap is based on 3 months time horizon.

Invesco Small Mutual Fund Price Prediction Analysis

Have you ever been surprised when a price of a Mutual Fund such as Invesco Small is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Invesco Small 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 Fund 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 Small, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.27 
1.90
  7.33 
  2.35 
3 Events / Month
1 Events / Month
In about 3 days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
42.62
42.62
0.00 
7.00  
Notes

Invesco Small Hype Timeline

Invesco Small Cap is currently traded for 42.62. The entity has historical hype elasticity of -7.33, and average elasticity to hype of competition of -2.35. Invesco is forecasted not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is about 7.0%. The immediate return on the next news is forecasted to be very small, whereas the daily expected return is currently at 0.27%. %. The volatility of related hype on Invesco Small is about 21.85%, with the expected price after the next announcement by competition of 40.27. The company last dividend was issued on the 13th of May 2020. Assuming the 90 days horizon the next forecasted press release will be in about 3 days.
Check out Historical Fundamental Analysis of Invesco Small to cross-verify your projections.

Invesco Small Related Hype Analysis

Having access to credible news sources related to Invesco Small's direct competition is more important than ever and may enhance your ability to predict Invesco Small's future price movements. Getting to know how Invesco Small'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 Small may potentially react to the hype associated with one of its peers.

Other Forecasting Options for Invesco Small

For every potential investor in Invesco, whether a beginner or expert, Invesco Small's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Invesco Mutual Fund 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 Small's price trends.

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

Invesco Small Market Strength Events

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

Invesco Small Risk Indicators

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

The number of cover stories for Invesco Small depends on current market conditions and Invesco Small'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 Small 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 Small's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.

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Other Information on Investing in Invesco Mutual Fund

Invesco Small financial ratios help investors to determine whether Invesco Mutual Fund is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Invesco with respect to the benefits of owning Invesco Small security.
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