Income Growth Mutual Fund Forecast - Triple Exponential Smoothing

AMADX Fund  USD 39.17  0.06  0.15%   
The Triple Exponential Smoothing forecasted value of Income Growth Fund on the next trading day is expected to be 39.23 with a mean absolute deviation of 0.21 and the sum of the absolute errors of 12.59. Income Mutual Fund Forecast is based on your current time horizon.
  
Triple exponential smoothing for Income Growth - 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 Income Growth 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 Income Growth price movement. However, neither of these exponential smoothing models address any seasonality of Income Growth.

Income Growth Triple Exponential Smoothing Price Forecast For the 28th of November

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Income Growth Fund on the next trading day is expected to be 39.23 with a mean absolute deviation of 0.21, mean absolute percentage error of 0.07, and the sum of the absolute errors of 12.59.
Please note that although there have been many attempts to predict Income 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 Income Growth's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Income Growth Mutual Fund Forecast Pattern

Backtest Income GrowthIncome Growth Price PredictionBuy or Sell Advice 

Income Growth Forecasted Value

In the context of forecasting Income Growth'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. Income Growth's downside and upside margins for the forecasting period are 38.52 and 39.95, respectively. We have considered Income Growth'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
39.17
39.23
Expected Value
39.95
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 Income Growth mutual fund data series using in forecasting. Note that when a statistical model is used to represent Income Growth 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 -0.044
MADMean absolute deviation0.2099
MAPEMean absolute percentage error0.0056
SAESum of the absolute errors12.5941
As with simple exponential smoothing, in triple exponential smoothing models past Income Growth 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 Income Growth Fund observations.

Predictive Modules for Income Growth

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Income Growth. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Income Growth'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
38.4539.1739.89
Details
Intrinsic
Valuation
LowRealHigh
38.0338.7539.47
Details

Other Forecasting Options for Income Growth

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

Income Growth 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 Income Growth mutual fund to make a market-neutral strategy. Peer analysis of Income Growth could also be used in its relative valuation, which is a method of valuing Income Growth by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Income Growth 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 Income Growth'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 Income Growth's current price.

Income Growth Market Strength Events

Market strength indicators help investors to evaluate how Income Growth 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 Income Growth shares will generate the highest return on investment. By undertsting and applying Income Growth mutual fund market strength indicators, traders can identify Income Growth Fund entry and exit signals to maximize returns.

Income Growth Risk Indicators

The analysis of Income Growth'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 Income Growth's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting income 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 Income Mutual Fund

Income Growth financial ratios help investors to determine whether Income 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 Income with respect to the benefits of owning Income Growth security.
Portfolio Center
All portfolio management and optimization tools to improve performance of your portfolios
Equity Forecasting
Use basic forecasting models to generate price predictions and determine price momentum
Global Correlations
Find global opportunities by holding instruments from different markets
Stock Screener
Find equities using a custom stock filter or screen asymmetry in trading patterns, price, volume, or investment outlook.