Aura FAT Projects Stock Forecast 2024 - Polynomial Regression | AFAR - Macroaxis

Aura FAT Stock Forecast - Polynomial Regression

AFARDelisted Stock  USD 11.68  0.00  0.00%   
The Polynomial Regression forecasted value of Aura FAT Projects on the next trading day is expected to be 11.64 with a mean absolute deviation of 0.07 and the sum of the absolute errors of 4.46. Aura Stock Forecast is based on your current time horizon.
  
Aura FAT polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Aura FAT Projects as well as the accuracy indicators are determined from the period prices.

Aura FAT Polynomial Regression Price Forecast For the 30th of December

Given 90 days horizon, the Polynomial Regression forecasted value of Aura FAT Projects on the next trading day is expected to be 11.64 with a mean absolute deviation of 0.07, mean absolute percentage error of 0.02, and the sum of the absolute errors of 4.46.
Please note that although there have been many attempts to predict Aura Stock 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 Aura FAT's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Aura FAT Stock Forecast Pattern

JavaScript chart by amCharts 3.21.15Jun 25Jul 3Jul 12Jul 22Jul 30Aug 7Aug 15Aug 23Sep 3Dec 2911.211.411.611.812.012.212.4
JavaScript chart by amCharts 3.21.15Aura FAT Projects Aura FAT Projects forecast
Backtest Aura FATAura FAT Price PredictionBuy or Sell Advice 

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 Aura FAT stock data series using in forecasting. Note that when a statistical model is used to represent Aura FAT stock, 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 Criteria114.3298
BiasArithmetic mean of the errors None
MADMean absolute deviation0.073
MAPEMean absolute percentage error0.0063
SAESum of the absolute errors4.4557
A single variable polynomial regression model attempts to put a curve through the Aura FAT 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 Aura FAT

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Aura FAT Projects. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock 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
11.6811.6811.68
Details
Intrinsic
Valuation
LowRealHigh
10.0010.0012.85
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Aura FAT. Your research has to be compared to or analyzed against Aura FAT's peers to derive any actionable benefits. When done correctly, Aura FAT'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 Aura FAT Projects.

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

Aura FAT Market Strength Events

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

Aura FAT Risk Indicators

The analysis of Aura FAT'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 Aura FAT's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting aura stock 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.
Check out Trending Equities to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in nation.
You can also try the Efficient Frontier module to plot and analyze your portfolio and positions against risk-return landscape of the market..

Other Consideration for investing in Aura Stock

If you are still planning to invest in Aura FAT Projects check if it may still be traded through OTC markets such as Pink Sheets or OTC Bulletin Board. You may also purchase it directly from the company, but this is not always possible and may require contacting the company directly. Please note that delisted stocks are often considered to be more risky investments, as they are no longer subject to the same regulatory and reporting requirements as listed stocks. Therefore, it is essential to carefully research the Aura FAT's history and understand the potential risks before investing.
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