DREYFUS/STANDISH Mutual Fund Forward View - Double Exponential Smoothing

SDGIX Fund  USD 20.11  -0.10  -0.49%   
The Double Exponential Smoothing forecast shown here for DREYFUS/STANDISH 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 Double Exponential Smoothing output serves as one input among many for analytical review.
The Double Exponential Smoothing forecasted value of Dreyfusstandish Global Fixed on the next trading day is expected to be 20.09 with a mean absolute deviation of 0.03 and the sum of the absolute errors of 1.56.When Dreyfusstandish Global Fixed 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 Dreyfusstandish Global Fixed 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 DREYFUS/STANDISH observations are given relatively more weight in forecasting than the older observations. This Double Exponential Smoothing reference page for DREYFUS/STANDISH presents model-generated projections from historical price data for informational purposes.
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 DREYFUS/STANDISH works best with periods where there are trends or seasonality.

Double Exponential Smoothing Price Forecast For the 23rd of March

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Dreyfusstandish Global Fixed on the next trading day is expected to be 20.09 with a mean absolute deviation of 0.03 , mean absolute percentage error of 0.0014 , and the sum of the absolute errors of 1.56 .
Please note that although there have been many attempts to predict DREYFUS/STANDISH 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 DREYFUS/STANDISH'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

The next-day forecast for Dreyfusstandish Global Fixed focuses on identifying predictive downside and upside bands that can frame a realistic trading range. At the moment, the model places downside around 19.91 and upside around 20.26 for the forecasting period.
Market Value
20.11
20.09
Expected Value
20.26
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 DREYFUS/STANDISH mutual fund data series using in forecasting. Note that when a statistical model is used to represent DREYFUS/STANDISH 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 0.0059
MADMean absolute deviation0.0265
MAPEMean absolute percentage error0.0013
SAESum of the absolute errors1.5621
When Dreyfusstandish Global Fixed 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 Dreyfusstandish Global Fixed 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 DREYFUS/STANDISH observations are given relatively more weight in forecasting than the older observations.

Other Forecasting Options for DREYFUS/STANDISH

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

DREYFUS/STANDISH Related Equities

These stocks are related to DREYFUS/STANDISH within the World Bond-USD Hedged space and can be used for peer review, pricing, or spreading risk. Revenue and margin checks across this group help investors set expectations for DREYFUS/STANDISH's results. Investors should look for peers that steadily beat or lag DREYFUS/STANDISH across many periods.
 Risk & Return  Correlation

DREYFUS/STANDISH Market Strength Events

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

DREYFUS/STANDISH Risk Indicators

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

Coverage intensity for Dreyfusstandish Global Fixed matters because narrative visibility can influence sentiment, participation, and volatility around the name. Used properly, this context can help investors judge whether visibility is reinforcing the thesis or attracting more speculative pressure.

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.