Aquila Three Mutual Fund Forecast - Naive Prediction

ATGAX Fund  USD 46.95  0.02  0.04%   
The Naive Prediction forecasted value of Aquila Three Peaks on the next trading day is expected to be 47.12 with a mean absolute deviation of 0.38 and the sum of the absolute errors of 22.94. AQUILA Mutual Fund Forecast is based on your current time horizon.
  
A naive forecasting model for Aquila Three is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Aquila Three Peaks value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Aquila Three Naive Prediction Price Forecast For the 9th of December

Given 90 days horizon, the Naive Prediction forecasted value of Aquila Three Peaks on the next trading day is expected to be 47.12 with a mean absolute deviation of 0.38, mean absolute percentage error of 0.24, and the sum of the absolute errors of 22.94.
Please note that although there have been many attempts to predict AQUILA 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 Aquila Three's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Aquila Three Mutual Fund Forecast Pattern

Backtest Aquila ThreeAquila Three Price PredictionBuy or Sell Advice 

Aquila Three Forecasted Value

In the context of forecasting Aquila Three'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. Aquila Three's downside and upside margins for the forecasting period are 46.30 and 47.94, respectively. We have considered Aquila Three'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
46.95
47.12
Expected Value
47.94
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Aquila Three mutual fund data series using in forecasting. Note that when a statistical model is used to represent Aquila Three 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 Criteria116.6852
BiasArithmetic mean of the errors None
MADMean absolute deviation0.3761
MAPEMean absolute percentage error0.0083
SAESum of the absolute errors22.9445
This model is not at all useful as a medium-long range forecasting tool of Aquila Three Peaks. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Aquila Three. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Aquila Three

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Aquila Three Peaks. 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
46.1346.9547.77
Details
Intrinsic
Valuation
LowRealHigh
42.2650.4051.22
Details
Bollinger
Band Projection (param)
LowMiddleHigh
44.8746.3647.85
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Aquila Three. Your research has to be compared to or analyzed against Aquila Three's peers to derive any actionable benefits. When done correctly, Aquila Three'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 Aquila Three Peaks.

Other Forecasting Options for Aquila Three

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

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

Aquila Three Peaks 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 Aquila Three'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 Aquila Three's current price.

Aquila Three Market Strength Events

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

Aquila Three Risk Indicators

The analysis of Aquila Three'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 Aquila Three's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting aquila 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 AQUILA Mutual Fund

Aquila Three financial ratios help investors to determine whether AQUILA 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 AQUILA with respect to the benefits of owning Aquila Three security.
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