FORTEC ELEKTRONIK Stock Forecast - Naive Prediction

FEV Stock  EUR 19.40  0.10  0.51%   
The Naive Prediction forecasted value of FORTEC ELEKTRONIK on the next trading day is expected to be 19.10 with a mean absolute deviation of 0.38 and the sum of the absolute errors of 23.39. FORTEC Stock Forecast is based on your current time horizon.
  
A naive forecasting model for FORTEC ELEKTRONIK is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of FORTEC ELEKTRONIK value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

FORTEC ELEKTRONIK Naive Prediction Price Forecast For the 9th of January

Given 90 days horizon, the Naive Prediction forecasted value of FORTEC ELEKTRONIK on the next trading day is expected to be 19.10 with a mean absolute deviation of 0.38, mean absolute percentage error of 0.21, and the sum of the absolute errors of 23.39.
Please note that although there have been many attempts to predict FORTEC 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 FORTEC ELEKTRONIK's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

FORTEC ELEKTRONIK Stock Forecast Pattern

Backtest FORTEC ELEKTRONIKFORTEC ELEKTRONIK Price PredictionBuy or Sell Advice 

FORTEC ELEKTRONIK Forecasted Value

In the context of forecasting FORTEC ELEKTRONIK'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. FORTEC ELEKTRONIK's downside and upside margins for the forecasting period are 17.14 and 21.06, respectively. We have considered FORTEC ELEKTRONIK'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.
Market Value
19.40
19.10
Expected Value
21.06
Upside

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 FORTEC ELEKTRONIK stock data series using in forecasting. Note that when a statistical model is used to represent FORTEC ELEKTRONIK 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 Criteria118.3687
BiasArithmetic mean of the errors None
MADMean absolute deviation0.3773
MAPEMean absolute percentage error0.0203
SAESum of the absolute errors23.3897
This model is not at all useful as a medium-long range forecasting tool of FORTEC ELEKTRONIK. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict FORTEC ELEKTRONIK. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for FORTEC ELEKTRONIK

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as FORTEC ELEKTRONIK. 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
17.4619.4021.34
Details
Intrinsic
Valuation
LowRealHigh
17.1119.0520.99
Details

Other Forecasting Options for FORTEC ELEKTRONIK

For every potential investor in FORTEC, whether a beginner or expert, FORTEC ELEKTRONIK's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. FORTEC Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in FORTEC. Basic forecasting techniques help filter out the noise by identifying FORTEC ELEKTRONIK's price trends.

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

FORTEC ELEKTRONIK 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 FORTEC ELEKTRONIK'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 FORTEC ELEKTRONIK's current price.

FORTEC ELEKTRONIK Market Strength Events

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

FORTEC ELEKTRONIK Risk Indicators

The analysis of FORTEC ELEKTRONIK'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 FORTEC ELEKTRONIK's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting fortec 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.

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Other Information on Investing in FORTEC Stock

FORTEC ELEKTRONIK financial ratios help investors to determine whether FORTEC 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 FORTEC with respect to the benefits of owning FORTEC ELEKTRONIK security.