Aura FAT Stock Forecast - Polynomial Regression
| AFARUDelisted Stock | USD 12.74 0.00 0.00% |
The Polynomial Regression forecasted value of Aura FAT Projects on the next trading day is expected to be 12.30 with a mean absolute deviation of 0.26 and the sum of the absolute errors of 16.14. Aura Stock Forecast is based on your current time horizon.
Aura |
Aura FAT Polynomial Regression Price Forecast For the 19th of December
Given 90 days horizon, the Polynomial Regression forecasted value of Aura FAT Projects on the next trading day is expected to be 12.30 with a mean absolute deviation of 0.26, mean absolute percentage error of 0.11, and the sum of the absolute errors of 16.14.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
| Backtest Aura FAT | Aura FAT Price Prediction | Buy 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.| AIC | Akaike Information Criteria | 115.9009 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.2646 |
| MAPE | Mean absolute percentage error | 0.0221 |
| SAE | Sum of the absolute errors | 16.1413 |
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.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.
| Mean Deviation | 0.682 | |||
| Standard Deviation | 2.12 | |||
| Variance | 4.48 |
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.
Thematic Opportunities
Explore Investment Opportunities
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 metropolitan statistical area. You can also try the Portfolio Volatility module to check portfolio volatility and analyze historical return density to properly model market risk.
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.
| Cryptocurrency Center Build and monitor diversified portfolio of extremely risky digital assets and cryptocurrency | |
| Price Transformation Use Price Transformation models to analyze the depth of different equity instruments across global markets | |
| Investing Opportunities Build portfolios using our predefined set of ideas and optimize them against your investing preferences | |
| Fundamentals Comparison Compare fundamentals across multiple equities to find investing opportunities | |
| Portfolio Backtesting Avoid under-diversification and over-optimization by backtesting your portfolios | |
| Commodity Channel Use Commodity Channel Index to analyze current equity momentum | |
| Risk-Return Analysis View associations between returns expected from investment and the risk you assume | |
| Top Crypto Exchanges Search and analyze digital assets across top global cryptocurrency exchanges | |
| Funds Screener Find actively-traded funds from around the world traded on over 30 global exchanges |