Ensurge Micropower Stock Forecast - Simple Regression
| ENSU Stock | 0.83 0.05 5.68% |
The Simple Regression forecasted value of Ensurge Micropower ASA on the next trading day is expected to be 0.82 with a mean absolute deviation of 0.08 and the sum of the absolute errors of 4.75. Ensurge Stock Forecast is based on your current time horizon.
Ensurge |
Ensurge Micropower Simple Regression Price Forecast For the 24th of November
Given 90 days horizon, the Simple Regression forecasted value of Ensurge Micropower ASA on the next trading day is expected to be 0.82 with a mean absolute deviation of 0.08, mean absolute percentage error of 0.01, and the sum of the absolute errors of 4.75.Please note that although there have been many attempts to predict Ensurge 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 Ensurge Micropower's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Ensurge Micropower Stock Forecast Pattern
| Backtest Ensurge Micropower | Ensurge Micropower Price Prediction | Buy or Sell Advice |
Ensurge Micropower Forecasted Value
In the context of forecasting Ensurge Micropower'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. Ensurge Micropower's downside and upside margins for the forecasting period are 0.01 and 6.06, respectively. We have considered Ensurge Micropower'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 Simple Regression forecasting method's relative quality and the estimations of the prediction error of Ensurge Micropower stock data series using in forecasting. Note that when a statistical model is used to represent Ensurge Micropower 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 | 113.3967 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0779 |
| MAPE | Mean absolute percentage error | 0.0795 |
| SAE | Sum of the absolute errors | 4.7493 |
Predictive Modules for Ensurge Micropower
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Ensurge Micropower ASA. 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 Ensurge Micropower
For every potential investor in Ensurge, whether a beginner or expert, Ensurge Micropower's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Ensurge Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Ensurge. Basic forecasting techniques help filter out the noise by identifying Ensurge Micropower's price trends.Ensurge Micropower 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 Ensurge Micropower stock to make a market-neutral strategy. Peer analysis of Ensurge Micropower could also be used in its relative valuation, which is a method of valuing Ensurge Micropower by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Ensurge Micropower ASA 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 Ensurge Micropower'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 Ensurge Micropower's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Ensurge Micropower Market Strength Events
Market strength indicators help investors to evaluate how Ensurge Micropower stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Ensurge Micropower shares will generate the highest return on investment. By undertsting and applying Ensurge Micropower stock market strength indicators, traders can identify Ensurge Micropower ASA entry and exit signals to maximize returns.
Ensurge Micropower Risk Indicators
The analysis of Ensurge Micropower'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 Ensurge Micropower's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ensurge 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 | 3.68 | |||
| Standard Deviation | 5.25 | |||
| Variance | 27.52 |
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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Ensurge Micropower financial ratios help investors to determine whether Ensurge Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Ensurge with respect to the benefits of owning Ensurge Micropower security.