Limited Duration Mutual Fund Forecast - Simple Exponential Smoothing

AASTX Fund  USD 9.40  0.01  0.11%   
The Simple Exponential Smoothing forecasted value of Limited Duration Fund on the next trading day is expected to be 9.40 with a mean absolute deviation of 0.01 and the sum of the absolute errors of 0.49. Limited Mutual Fund Forecast is based on your current time horizon.
At this time the relative strength index (rsi) of Limited Duration's share price is below 20 . This suggests that the mutual fund 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 Limited Duration's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Limited Duration Fund, which may create opportunities for some arbitrage if properly timed.
Using Limited Duration hype-based prediction, you can estimate the value of Limited Duration Fund from the perspective of Limited Duration response to recently generated media hype and the effects of current headlines on its competitors.
The Simple Exponential Smoothing forecasted value of Limited Duration Fund on the next trading day is expected to be 9.40 with a mean absolute deviation of 0.01 and the sum of the absolute errors of 0.49.

Limited Duration after-hype prediction price

    
  USD 9.4  
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 Limited Duration to cross-verify your projections.

Limited Duration Additional Predictive Modules

Most predictive techniques to examine Limited price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Limited using various technical indicators. When you analyze Limited 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.
Limited Duration simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for Limited Duration Fund are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Limited Duration prices get older.

Limited Duration Simple Exponential Smoothing Price Forecast For the 26th of January

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Limited Duration Fund on the next trading day is expected to be 9.40 with a mean absolute deviation of 0.01, mean absolute percentage error of 0.0001, and the sum of the absolute errors of 0.49.
Please note that although there have been many attempts to predict Limited 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 Limited Duration's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Limited Duration Mutual Fund Forecast Pattern

Backtest Limited DurationLimited Duration Price PredictionBuy or Sell Advice 

Limited Duration Forecasted Value

In the context of forecasting Limited Duration'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. Limited Duration's downside and upside margins for the forecasting period are 9.29 and 9.51, respectively. We have considered Limited Duration'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
9.40
9.40
Expected Value
9.51
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Limited Duration mutual fund data series using in forecasting. Note that when a statistical model is used to represent Limited Duration 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 Criteria107.0839
BiasArithmetic mean of the errors -0.0013
MADMean absolute deviation0.0082
MAPEMean absolute percentage error9.0E-4
SAESum of the absolute errors0.4917
This simple exponential smoothing model begins by setting Limited Duration Fund forecast for the second period equal to the observation of the first period. In other words, recent Limited Duration observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Limited Duration

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Limited Duration. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Limited Duration'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
9.299.409.51
Details
Intrinsic
Valuation
LowRealHigh
8.538.6410.34
Details

Limited Duration After-Hype Price Prediction Density Analysis

As far as predicting the price of Limited Duration 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 Limited Duration 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 Limited Duration, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

Limited Duration Estimiated After-Hype Price Volatility

In the context of predicting Limited Duration's mutual fund value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Limited Duration's historical news coverage. Limited Duration's after-hype downside and upside margins for the prediction period are 9.29 and 9.51, respectively. We have considered Limited Duration'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
9.40
9.40
After-hype Price
9.51
Upside
Limited Duration is very steady at this time. Analysis and calculation of next after-hype price of Limited Duration is based on 3 months time horizon.

Limited Duration Mutual Fund Price Prediction Analysis

Have you ever been surprised when a price of a Mutual Fund such as Limited Duration is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Limited Duration 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 Limited Duration, 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 
0.11
 0.00  
  0.05 
0 Events / Month
1 Events / Month
In 5 to 10 days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
9.40
9.40
0.00 
0.00  
Notes

Limited Duration Hype Timeline

Limited Duration is presently traded for 9.40. The entity stock is not elastic to its hype. The average elasticity to hype of competition is -0.05. Limited 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 presently at 0.01%. %. The volatility of related hype on Limited Duration is about 2.22%, with the expected price after the next announcement by competition of 9.35. Assuming the 90 days horizon the next anticipated press release will be in 5 to 10 days.
Check out Historical Fundamental Analysis of Limited Duration to cross-verify your projections.

Limited Duration Related Hype Analysis

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

Other Forecasting Options for Limited Duration

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

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

Limited Duration Market Strength Events

Market strength indicators help investors to evaluate how Limited Duration 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 Limited Duration shares will generate the highest return on investment. By undertsting and applying Limited Duration mutual fund market strength indicators, traders can identify Limited Duration Fund entry and exit signals to maximize returns.

Limited Duration Risk Indicators

The analysis of Limited Duration'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 Limited Duration's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting limited 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 Limited Duration

The number of cover stories for Limited Duration depends on current market conditions and Limited Duration's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Limited Duration 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 Limited Duration'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 Limited Mutual Fund

Limited Duration financial ratios help investors to determine whether Limited 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 Limited with respect to the benefits of owning Limited Duration security.
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