AER Energy Stock Forecast - Triple Exponential Smoothing
| AERN Stock | USD 0.0001 0.00 0.00% |
The Triple Exponential Smoothing forecasted value of AER Energy Resources on the next trading day is expected to be 0.0001 with a mean absolute deviation of 0.00000169 and the sum of the absolute errors of 0.0001. AER Stock Forecast is based on your current time horizon. Although AER Energy's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of AER Energy's systematic risk associated with finding meaningful patterns of AER Energy fundamentals over time.
AER |
AER Energy Triple Exponential Smoothing Price Forecast For the 13th of December 2024
Given 90 days horizon, the Triple Exponential Smoothing forecasted value of AER Energy Resources on the next trading day is expected to be 0.0001 with a mean absolute deviation of 0.00000169, mean absolute percentage error of 0, and the sum of the absolute errors of 0.0001.Please note that although there have been many attempts to predict AER 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 AER Energy's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
AER Energy Stock Forecast Pattern
| Backtest AER Energy | AER Energy Price Prediction | Buy or Sell Advice |
AER Energy Forecasted Value
In the context of forecasting AER Energy's Stock 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. AER Energy's downside and upside margins for the forecasting period are 0.000001 and 125.99, respectively. We have considered AER Energy'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.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of AER Energy stock data series using in forecasting. Note that when a statistical model is used to represent AER Energy 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 | Huge |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0 |
| MAPE | Mean absolute percentage error | 0.0 |
| SAE | Sum of the absolute errors | 1.0E-4 |
Predictive Modules for AER Energy
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as AER Energy Resources. 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.Other Forecasting Options for AER Energy
For every potential investor in AER, whether a beginner or expert, AER Energy's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. AER Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in AER. Basic forecasting techniques help filter out the noise by identifying AER Energy's price trends.AER Energy 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 AER Energy stock to make a market-neutral strategy. Peer analysis of AER Energy could also be used in its relative valuation, which is a method of valuing AER Energy by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
AER Energy Resources Technical and Predictive Analytics
The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of AER Energy'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 AER Energy's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
AER Energy Market Strength Events
Market strength indicators help investors to evaluate how AER Energy stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading AER Energy shares will generate the highest return on investment. By undertsting and applying AER Energy stock market strength indicators, traders can identify AER Energy Resources entry and exit signals to maximize returns.
| Rate Of Daily Change | 1.0 | |||
| Day Median Price | 1.0E-4 | |||
| Day Typical Price | 1.0E-4 | |||
| Relative Strength Index | 100.0 |
Pair Trading with AER Energy
One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if AER Energy position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in AER Energy will appreciate offsetting losses from the drop in the long position's value.Moving together with AER Stock
Moving against AER Stock
| 0.77 | GD | General Dynamics Fiscal Year End 22nd of January 2025 | PairCorr |
| 0.59 | SOL | Emeren Group | PairCorr |
| 0.57 | FC | Franklin Covey | PairCorr |
| 0.48 | RUN | Sunrun Inc | PairCorr |
| 0.46 | CP | Canadian Pacific Railway | PairCorr |
The ability to find closely correlated positions to AER Energy could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace AER Energy when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back AER Energy - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling AER Energy Resources to buy it.
The correlation of AER Energy is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as AER Energy moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if AER Energy Resources moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for AER Energy can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.Check out Historical Fundamental Analysis of AER Energy to cross-verify your projections. You can also try the Pattern Recognition module to use different Pattern Recognition models to time the market across multiple global exchanges.
Is Electrical Components & Equipment space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of AER Energy. If investors know AER will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about AER Energy listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share (0.01) | Quarterly Revenue Growth 10.631 | Return On Assets (0.33) | Return On Equity (0.02) |
The market value of AER Energy Resources is measured differently than its book value, which is the value of AER that is recorded on the company's balance sheet. Investors also form their own opinion of AER Energy's value that differs from its market value or its book value, called intrinsic value, which is AER Energy's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because AER Energy's market value can be influenced by many factors that don't directly affect AER Energy's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between AER Energy's value and its price as these two are different measures arrived at by different means. Investors typically determine if AER Energy is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, AER Energy's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.