Dreyfus Tax Mutual Fund Forecast - Triple Exponential Smoothing

DPTAX Fund  USD 32.81  0.24  0.74%   
The Triple Exponential Smoothing forecasted value of Dreyfus Tax Managed on the next trading day is expected to be 32.87 with a mean absolute deviation of 0.28 and the sum of the absolute errors of 16.41. Dreyfus Mutual Fund Forecast is based on your current time horizon.
  
Triple exponential smoothing for Dreyfus Tax - 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 Dreyfus Tax 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 Dreyfus Tax price movement. However, neither of these exponential smoothing models address any seasonality of Dreyfus Tax Managed.

Dreyfus Tax Triple Exponential Smoothing Price Forecast For the 26th of December

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Dreyfus Tax Managed on the next trading day is expected to be 32.87 with a mean absolute deviation of 0.28, mean absolute percentage error of 0.59, and the sum of the absolute errors of 16.41.
Please note that although there have been many attempts to predict Dreyfus Mutual 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 Dreyfus Tax's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Dreyfus Tax Mutual Fund Forecast Pattern

Backtest Dreyfus TaxDreyfus Tax Price PredictionBuy or Sell Advice 

Dreyfus Tax Forecasted Value

In the context of forecasting Dreyfus Tax's Mutual 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. Dreyfus Tax's downside and upside margins for the forecasting period are 30.97 and 34.77, respectively. We have considered Dreyfus Tax'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
32.81
32.87
Expected Value
34.77
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 Dreyfus Tax mutual fund data series using in forecasting. Note that when a statistical model is used to represent Dreyfus Tax 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 0.1398
MADMean absolute deviation0.2781
MAPEMean absolute percentage error0.0079
SAESum of the absolute errors16.41
As with simple exponential smoothing, in triple exponential smoothing models past Dreyfus Tax 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 Dreyfus Tax Managed observations.

Predictive Modules for Dreyfus Tax

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Dreyfus Tax Managed. Regardless of method or technology, however, to accurately forecast the mutual fund market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the mutual 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.
Hype
Prediction
LowEstimatedHigh
30.9032.8134.72
Details
Intrinsic
Valuation
LowRealHigh
31.5933.5035.41
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Dreyfus Tax. Your research has to be compared to or analyzed against Dreyfus Tax's peers to derive any actionable benefits. When done correctly, Dreyfus Tax's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Dreyfus Tax Managed.

Other Forecasting Options for Dreyfus Tax

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

Dreyfus Tax Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Dreyfus Tax mutual fund to make a market-neutral strategy. Peer analysis of Dreyfus Tax could also be used in its relative valuation, which is a method of valuing Dreyfus Tax by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Dreyfus Tax Managed Technical and Predictive Analytics

The mutual fund market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Dreyfus Tax'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 Dreyfus Tax's current price.

Dreyfus Tax Market Strength Events

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

Dreyfus Tax Risk Indicators

The analysis of Dreyfus Tax'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 Dreyfus Tax's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting dreyfus mutual 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.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Other Information on Investing in Dreyfus Mutual Fund

Dreyfus Tax financial ratios help investors to determine whether Dreyfus Mutual 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 Dreyfus with respect to the benefits of owning Dreyfus Tax security.
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