Liberty All Fund Forward View - Simple Moving Average
| ASG Fund | USD 4.84 -0.08 -1.63% |
This page provides reference data for Liberty All using Simple Moving Average forecasting. The projected value and error metrics are calculated from available daily price observations.
The Simple Moving Average forecasted value of Liberty All Star on the next trading day is expected to be 4.84 with a mean absolute deviation of 0.05 and the sum of the absolute errors of 2.77.The simple moving average model is conceptually a linear regression of the current value of Liberty All Star price series against current and previous (unobserved) value of Liberty All. In time series analysis, the simple moving-average model is a very common approach for modeling univariate price series models including forecasting prices into the future This Simple Moving Average reference page for Liberty All presents model-generated projections from historical price data for informational purposes. Simple Moving Average Price Forecast For the 21st of March
Given 90 days horizon, the Simple Moving Average forecasted value of Liberty All Star on the next trading day is expected to be 4.84 with a mean absolute deviation of 0.05 , mean absolute percentage error of 0.0033 , and the sum of the absolute errors of 2.77 .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
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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 5.87.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Simple Moving Average 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.| AIC | Akaike Information Criteria | 110.5571 |
| Bias | Arithmetic mean of the errors | 0.0096 |
| MAD | Mean absolute deviation | 0.0461 |
| MAPE | Mean absolute percentage error | 0.009 |
| SAE | Sum of the absolute errors | 2.765 |
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.
| Mean Deviation | 0.8213 | |||
| Standard Deviation | 1.02 | |||
| Variance | 1.03 |
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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Macroaxis publishes story content for a diverse readership that includes finance students, independent investors, money managers, and market-focused operating teams. What connects that audience is a focus on building stronger portfolios through better research, risk awareness, and comparative analysis.