ASA RETROFITS Fund Forecast - Naive Prediction

ASRF11 Fund   10,942  0.00  0.00%   
The Naive Prediction forecasted value of ASA RETROFITS I on the next trading day is expected to be 10,992 with a mean absolute deviation of 150.05 and the sum of the absolute errors of 9,153. Investors can use prediction functions to forecast ASA RETROFITS's fund prices and determine the direction of ASA RETROFITS I's future trends based on various well-known forecasting models. However, exclusively looking at the historical price movement is usually misleading.
  
A naive forecasting model for ASA RETROFITS is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of ASA RETROFITS I 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.

ASA RETROFITS Naive Prediction Price Forecast For the 10th of January

Given 90 days horizon, the Naive Prediction forecasted value of ASA RETROFITS I on the next trading day is expected to be 10,992 with a mean absolute deviation of 150.05, mean absolute percentage error of 49,648, and the sum of the absolute errors of 9,153.
Please note that although there have been many attempts to predict ASA 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 ASA RETROFITS's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

ASA RETROFITS Fund Forecast Pattern

ASA RETROFITS Forecasted Value

In the context of forecasting ASA RETROFITS's 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. ASA RETROFITS's downside and upside margins for the forecasting period are 10,990 and 10,993, respectively. We have considered ASA RETROFITS'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
10,942
10,990
Downside
10,992
Expected Value
10,993
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 ASA RETROFITS fund data series using in forecasting. Note that when a statistical model is used to represent ASA RETROFITS 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 Criteria128.9232
BiasArithmetic mean of the errors None
MADMean absolute deviation150.0517
MAPEMean absolute percentage error0.0142
SAESum of the absolute errors9153.1517
This model is not at all useful as a medium-long range forecasting tool of ASA RETROFITS I. 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 ASA RETROFITS. 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 ASA RETROFITS

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ASA RETROFITS I. Regardless of method or technology, however, to accurately forecast the fund market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the 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.

Other Forecasting Options for ASA RETROFITS

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

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

ASA RETROFITS I Technical and Predictive Analytics

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

ASA RETROFITS Market Strength Events

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

ASA RETROFITS Risk Indicators

The analysis of ASA RETROFITS'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 ASA RETROFITS's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting asa 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.

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