Ekobot AB Stock Forecast - Naive Prediction
| EKOBOT Stock | SEK 0.09 0.00 0.00% |
The Naive Prediction forecasted value of Ekobot AB on the next trading day is expected to be 0.09 with a mean absolute deviation of 0.01 and the sum of the absolute errors of 0.31. Ekobot Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Ekobot AB stock prices and determine the direction of Ekobot AB's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Ekobot AB's historical fundamentals, such as revenue growth or operating cash flow patterns.
Ekobot |
Ekobot AB Naive Prediction Price Forecast For the 13th of December 2024
Given 90 days horizon, the Naive Prediction forecasted value of Ekobot AB on the next trading day is expected to be 0.09 with a mean absolute deviation of 0.01, mean absolute percentage error of 0.000055, and the sum of the absolute errors of 0.31.Please note that although there have been many attempts to predict Ekobot 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 Ekobot AB's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Ekobot AB Stock Forecast Pattern
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Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Ekobot AB stock data series using in forecasting. Note that when a statistical model is used to represent Ekobot AB 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 | 108.2998 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.005 |
| MAPE | Mean absolute percentage error | 0.0347 |
| SAE | Sum of the absolute errors | 0.3054 |
Predictive Modules for Ekobot AB
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Ekobot AB. 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.Ekobot AB 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 Ekobot AB stock to make a market-neutral strategy. Peer analysis of Ekobot AB could also be used in its relative valuation, which is a method of valuing Ekobot AB by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Ekobot AB Market Strength Events
Market strength indicators help investors to evaluate how Ekobot AB stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Ekobot AB shares will generate the highest return on investment. By undertsting and applying Ekobot AB stock market strength indicators, traders can identify Ekobot AB entry and exit signals to maximize returns.
Ekobot AB Risk Indicators
The analysis of Ekobot AB'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 Ekobot AB's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ekobot 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 | 2.88 | |||
| Standard Deviation | 5.07 | |||
| Variance | 25.73 |
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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Other Information on Investing in Ekobot Stock
Ekobot AB financial ratios help investors to determine whether Ekobot 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 Ekobot with respect to the benefits of owning Ekobot AB security.