ASA METROPOLIS Fund Forecast - Polynomial Regression

ASMT11 Fund   35.76  1.43  4.17%   
The Polynomial Regression forecasted value of ASA METROPOLIS FUNDO on the next trading day is expected to be 34.25 with a mean absolute deviation of 0.69 and the sum of the absolute errors of 42.34. Investors can use prediction functions to forecast ASA METROPOLIS's fund prices and determine the direction of ASA METROPOLIS FUNDO's future trends based on various well-known forecasting models. However, exclusively looking at the historical price movement is usually misleading.
  
ASA METROPOLIS polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for ASA METROPOLIS FUNDO as well as the accuracy indicators are determined from the period prices.

ASA METROPOLIS Polynomial Regression Price Forecast For the 13th of December 2024

Given 90 days horizon, the Polynomial Regression forecasted value of ASA METROPOLIS FUNDO on the next trading day is expected to be 34.25 with a mean absolute deviation of 0.69, mean absolute percentage error of 0.92, and the sum of the absolute errors of 42.34.
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 METROPOLIS's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

ASA METROPOLIS Fund Forecast Pattern

ASA METROPOLIS Forecasted Value

In the context of forecasting ASA METROPOLIS'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 METROPOLIS's downside and upside margins for the forecasting period are 31.87 and 36.62, respectively. We have considered ASA METROPOLIS'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
35.76
34.25
Expected Value
36.62
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of ASA METROPOLIS fund data series using in forecasting. Note that when a statistical model is used to represent ASA METROPOLIS 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 Criteria118.0275
BiasArithmetic mean of the errors None
MADMean absolute deviation0.6941
MAPEMean absolute percentage error0.0186
SAESum of the absolute errors42.3415
A single variable polynomial regression model attempts to put a curve through the ASA METROPOLIS historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for ASA METROPOLIS

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 METROPOLIS FUNDO. 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 METROPOLIS

For every potential investor in ASA, whether a beginner or expert, ASA METROPOLIS'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 METROPOLIS's price trends.

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

ASA METROPOLIS FUNDO 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 METROPOLIS'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 METROPOLIS's current price.

ASA METROPOLIS Market Strength Events

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

ASA METROPOLIS Risk Indicators

The analysis of ASA METROPOLIS'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 METROPOLIS'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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