Federated International Mutual Fund Forward View - Triple Exponential Smoothing

IVFIX Fund  USD 4.77  -0.10  -2.05%   
The Triple Exponential Smoothing forecast shown here for Federated International is reference data produced from its historical price series. The projected value and error measures below serve as reference information. This data is provided for reference and analytical review. The Triple Exponential Smoothing output serves as one input among many for analytical review.
The Triple Exponential Smoothing forecasted value of Federated International Strategic on the next trading day is expected to be 4.75 with a mean absolute deviation of 0.03 and the sum of the absolute errors of 1.78.As with simple exponential smoothing, in triple exponential smoothing models past Federated International observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Federated International Strategic observations. This Triple Exponential Smoothing reference page for Federated International presents model-generated projections from historical price data for informational purposes.
Triple exponential smoothing for Federated International - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Federated International 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 trend in Federated International price movement. However, neither of these exponential smoothing models address any seasonality of Federated International.

Triple Exponential Smoothing Price Forecast For the 24th of March

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Federated International Strategic on the next trading day is expected to be 4.75 with a mean absolute deviation of 0.03 , mean absolute percentage error of 0.0018 , and the sum of the absolute errors of 1.78 .
Please note that although there have been many attempts to predict Federated Mutual 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 Federated International's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Mutual Fund Forecast Pattern

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Forecasted Value

For the next trading day, Macroaxis evaluates Federated International's predictive range by looking for statistically meaningful downside and upside boundaries. At the moment, the model places downside around 3.90 and upside around 5.60 for the forecasting period.
Market Value
4.77
4.75
Expected Value
5.60
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Federated International mutual fund data series using in forecasting. Note that when a statistical model is used to represent Federated International 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 0.0027
MADMean absolute deviation0.0302
MAPEMean absolute percentage error0.0062
SAESum of the absolute errors1.7828
As with simple exponential smoothing, in triple exponential smoothing models past Federated International observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Federated International Strategic observations.

Other Forecasting Options for Federated International

The distribution of Federated International's daily returns is typically non-normal, with fatter tails than a Gaussian model predicts. This can reveal hidden support and resistance zones in Federated International's chart that simple price charts miss. The slope of Federated International's linear regression channel quantifies trend direction and strength over a chosen lookback period. Divergences between OBV and price can foreshadow trend changes in Federated.

Federated International Related Equities

The peer firms below within the Foreign Large Value space can help frame Federated International's pricing and running costs in context. Market cap and total value checks frame Federated International's size within the competitive field. Sector-wide trends across this peer group can help split company-level factors from broader forces.
 Risk & Return  Correlation

Federated International Market Strength Events

Market strength indicators for Federated International give insight into the mutual fund's responsiveness to broader forces. These indicators are useful for traders seeking optimal timing for positions in Federated International Strategic. Market strength analysis for Federated International Strategic works best when combined with volume and volatility data. For Federated International, strength indicators are a practical complement to price and fundamental analysis.

Federated International Risk Indicators

A thorough review of Federated International's risk indicators is an important first step in forecasting its price. Quantifying the risk involved in Federated International's allows investors to make better decisions about entry, sizing, and hedging. The assessment of Federated International's risk indicators plays a key role in managing investment exposure. Identifying the magnitude of risk in Federated International's provides context to choose between accepting or hedging 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 Federated International

The amount of media and story coverage tied to Federated International Strategic 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.

Other Macroaxis Stories

Macroaxis story coverage is designed for a broad investing audience that ranges from self-directed traders to advisers, researchers, and institutional market participants. The content is intended to support people who want a more structured path from headline information to portfolio action.