Liberty All Fund Forward View - Double Exponential Smoothing

ASG Fund  USD 4.81  -0.06  -1.23%   
News-driven analysis for Liberty All seeks to separate meaningful signals from market noise. By filtering relevant headlines and sentiment trends, this module identifies potential catalysts that may move Liberty All's price.
At the latest evaluation, Liberty All posts the 14-period RSI reading of 35, reflecting mild downside bias. Momentum below the midline but above oversold territory places Liberty All in a wait-and-see zone for many technical traders.
Momentum
Sell Extended
 
Oversold
 
Overbought
News-driven analysis for Liberty All seeks to separate meaningful signals from market noise. By filtering relevant headlines and sentiment trends, this module identifies potential catalysts that may move Liberty All's price.
This view frames how Liberty All Star responds to recent headlines and peer activity within its market context.
The Double Exponential Smoothing forecasted value of Liberty All Star on the next trading day is expected to be 4.78 with a mean absolute deviation of 0.04 and the sum of the absolute errors of 2.65.
Liberty All after-hype prediction price
    
  $ 4.81  
Hype metrics are shown as one component among forecasting, technical, analyst, and earnings context.
  
Cross-verify projections for Liberty All using Historical Fundamental Analysis of Liberty All. The historical view provides additional context.

Liberty All Additional Predictive Modules

Most predictive techniques to examine Liberty price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Liberty using various technical indicators. When you analyze Liberty 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 Liberty All works best with periods where there are trends or seasonality.

Double Exponential Smoothing Price Forecast For the 16th of March 2026

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Liberty All Star on the next trading day is expected to be 4.78 with a mean absolute deviation of 0.04 , mean absolute percentage error of 0.0029 , and the sum of the absolute errors of 2.65 .
Please note that although there have been many attempts to predict Liberty Fund prices using its time series forecasting, we generally do not suggest using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Liberty All's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Fund Forecast Pattern

Backtest Liberty All  Liberty All Price Prediction  Research Analysis  

Forecasted Value

This next-day forecast for Liberty All Star uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. The current forecast range spans downside near 3.81 and upside near 5.76.
Market Value
4.81
4.78
Expected Value
5.76
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 Liberty All fund data series using in forecasting. Note that when a statistical model is used to represent Liberty All 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 -0.0028
MADMean absolute deviation0.0449
MAPEMean absolute percentage error0.0087
SAESum of the absolute errors2.6479
When Liberty All Star 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 Liberty All Star 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 Liberty All observations are given relatively more weight in forecasting than the older observations.
Mean reversion in Liberty All is more reliable over longer time horizons. Short-term deviations can persist and even widen before correcting, making position sizing and risk management critical.
Hype
Prediction
LowEstimatedHigh
3.834.815.79
Details
Intrinsic
Valuation
LowRealHigh
3.904.885.86
Details
Effective investment decisions about Liberty All require competitive context. Benchmarking Liberty All's against peers on earnings quality, growth consistency, and balance sheet strength can materially change the investment conclusion.

After-Hype Price Density Analysis

Investors who rely solely on expected value estimates for Liberty All miss the full picture. Liberty All's probability distribution reveals that expected value can be achieved through very different combinations of outcomes, each with different risk implications.
   Next price density   
       Expected price to next headline  

Estimiated After-Hype Price Volatility

The after-news price analysis for Liberty All is built on the observation that Liberty All's market reactions to news are not random but follow recognizable patterns. Liberty All's after-hype downside and upside margins for the prediction period are 3.83 and 5.79, respectively. Identifying and quantifying these patterns for Liberty All is the core purpose of this model.
Current Value
4.81
4.81
After-hype Price
5.79
Upside
This after-hype projection for Liberty All Star uses a 3 months horizon to examine how price may behave after short-term sentiment effects dissipate. Liberty All is Low at this time.

Price Outlook Analysis

Have you ever been surprised when a price of a Fund such as Liberty All is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Liberty All 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 Liberty All, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.11 
0.98
 0.00  
 0.00  
4 Events
0 Events
In 4 days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
4.81
4.81
0.00 
9,800  
Notes

Hype Timeline

On the 15th of March 2026 Liberty All Star is traded for 4.81. The fund stock is not elastic to its hype. The average elasticity to hype of competition is 0.0. Liberty is projected not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is over 100%. The immediate return on the next news is projected to be very small, whereas the daily expected return is presently at -0.11%. %. The volatility of related hype on Liberty All is about 49000.0%, with the expected price after the next announcement by competition of 4.81. About 18.0% of the fund shares are held by institutions such as insurance companies. The fund has price-to-book (P/B) ratio of 0.67. Some equities with similar Price to Book (P/B) outperform the market in the long run. Liberty All Star had its last dividend issued on the 21st of July 2022. Considering the 90-day investment horizon the next projected press release will be in 4 days.
Cross-verify projections for Liberty All using Historical Fundamental Analysis of Liberty All. The historical view provides additional context.

Related Hype Analysis

The information ratio and semi-deviation metrics in the peer comparison table for Liberty All provide a risk-adjusted view of how efficiently Liberty All's competitors convert news exposure into returns relative to downside risk.
Hype
Elasticity
News
Density
Semi
Deviation
Information
Ratio
Potential
Upside
Value
At Risk
Maximum
Drawdown
EDDMorgan Stanley Emerging 0.00 0 per month 1.06 0.04 1.28 -1.37 5.61
TWNTaiwan Closed 0.00 0 per month 1.29 0.20 2.51 -1.43 9.05
FOFCohen Steers Closed 0.00 0 per month 0.99 0.12 1.60 -1.61 6.30
ARDCAres Dynamic Credit 0.00 0 per month 0.00 -0.14 0.97 -0.78 2.52
RCSPIMCO Strategic Income 0.00 0 per month 0.00 -0.12 2.28 -3.45 10.10
SPXXNuveen SAMPP 500 0.00 0 per month 0.00 -0.02 1.09 -1.30 3.05
RFICohen Steers Total 0.00 0 per month 0.71 0.17 1.21 -1.26 3.21
AWPAberdeen Global Premier 0.00 0 per month 0.70 0.09 1.33 -1.14 4.97
WAMVXWasatch Micro Cap 0.02 1 per month 1.02 0.10 2.07 -1.94 15.90
DIISXDreyfus International Stock 0.00 0 per month 1.04 0.08 1.11 -1.55 5.50

Other Forecasting Options for Liberty All

For investors considering Liberty, Liberty All's price movement is the most direct driver of investment returns. Noise in Liberty Fund price charts can make identifying meaningful trends difficult without dedicated analytical tools.

Liberty All Related Equities

The following equities are related to Liberty All within the Asset Management space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Liberty All against peers on metrics such as P/E, margins, and return on equity helps contextualize its positioning and identify relative strengths or weaknesses.
 Risk & Return  Correlation

Liberty All Market Strength Events

Market strength indicators for Liberty All provide investors with a view of how the fund performs across different market environments. By analyzing these indicators, traders can determine the best moments to enter or exit positions in Liberty All Star.

Liberty All Risk Indicators

A structured analysis of Liberty All's risk indicators is one of the most reliable ways to improve the accuracy of price forecasts. Understanding the risk embedded in Liberty All's allows investors to decide whether to accept, reduce, or hedge their exposure.
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 Liberty All

The amount of media and story coverage tied to Liberty All Star can signal where market attention is concentrating at the moment. The practical risk is that faster visibility can increase both interest and skepticism at the same time.

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