Stone Harbor Fund Forecast - 20 Period Moving Average

EDF Fund  USD 5.03  0.01  0.20%   
The 20 Period Moving Average forecasted value of Stone Harbor Emerging on the next trading day is expected to be 4.97 with a mean absolute deviation of 0.09 and the sum of the absolute errors of 3.50. Stone Fund Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Stone Harbor's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A commonly used 20-period moving average forecast model for Stone Harbor Emerging is based on a synthetically constructed Stone Harbordaily price series in which the value for a trading day is replaced by the mean of that value and the values for 20 of preceding and succeeding time periods. This model is best suited for price series data that changes over time.

Stone Harbor 20 Period Moving Average Price Forecast For the 30th of November

Given 90 days horizon, the 20 Period Moving Average forecasted value of Stone Harbor Emerging on the next trading day is expected to be 4.97 with a mean absolute deviation of 0.09, mean absolute percentage error of 0.01, and the sum of the absolute errors of 3.50.
Please note that although there have been many attempts to predict Stone 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 Stone Harbor's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Stone Harbor Fund Forecast Pattern

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Stone Harbor Forecasted Value

In the context of forecasting Stone Harbor's 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. Stone Harbor's downside and upside margins for the forecasting period are 3.89 and 6.05, respectively. We have considered Stone Harbor'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
5.03
4.97
Expected Value
6.05
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 20 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Stone Harbor fund data series using in forecasting. Note that when a statistical model is used to represent Stone Harbor 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 Criteria76.7882
BiasArithmetic mean of the errors 0.0283
MADMean absolute deviation0.0854
MAPEMean absolute percentage error0.0172
SAESum of the absolute errors3.4995
The eieght-period moving average method has an advantage over other forecasting models in that it does smooth out peaks and valleys in a set of daily observations. Stone Harbor Emerging 20-period moving average forecast can only be used reliably to predict one or two periods into the future.

Predictive Modules for Stone Harbor

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Stone Harbor Emerging. Regardless of method or technology, however, to accurately forecast the fund market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the 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 Stone Harbor'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
3.955.036.11
Details
Intrinsic
Valuation
LowRealHigh
3.945.026.10
Details

Other Forecasting Options for Stone Harbor

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

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 Risk & Return  Correlation

Stone Harbor Emerging Technical and Predictive Analytics

The fund market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Stone Harbor's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of Stone Harbor's current price.

Stone Harbor Market Strength Events

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

Stone Harbor Risk Indicators

The analysis of Stone Harbor'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 Stone Harbor's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting stone 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.

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Other Information on Investing in Stone Fund

Stone Harbor financial ratios help investors to determine whether Stone 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 Stone with respect to the benefits of owning Stone Harbor security.
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