Axfood AB Stock Forecast - 8 Period Moving Average

AXL1 Stock  EUR 20.43  0.51  2.56%   
The 8 Period Moving Average forecasted value of Axfood AB on the next trading day is expected to be 20.05 with a mean absolute deviation of 0.53 and the sum of the absolute errors of 28.04. Axfood Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Axfood AB's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
An 8-period moving average forecast model for Axfood AB is based on an artificially constructed time series of Axfood AB daily prices in which the value for a trading day is replaced by the mean of that value and the values for 8 of preceding and succeeding time periods. This model is best suited for price series data that changes over time.

Axfood AB 8 Period Moving Average Price Forecast For the 23rd of December

Given 90 days horizon, the 8 Period Moving Average forecasted value of Axfood AB on the next trading day is expected to be 20.05 with a mean absolute deviation of 0.53, mean absolute percentage error of 0.77, and the sum of the absolute errors of 28.04.
Please note that although there have been many attempts to predict Axfood 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 Axfood AB's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Axfood AB Stock Forecast Pattern

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Axfood AB Forecasted Value

In the context of forecasting Axfood AB'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. Axfood AB's downside and upside margins for the forecasting period are 18.15 and 21.94, respectively. We have considered Axfood AB'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
20.43
20.05
Expected Value
21.94
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 8 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Axfood AB stock data series using in forecasting. Note that when a statistical model is used to represent Axfood 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.
AICAkaike Information Criteria103.1503
BiasArithmetic mean of the errors 0.3856
MADMean absolute deviation0.5292
MAPEMean absolute percentage error0.0255
SAESum of the absolute errors28.045
The eieght-period moving average method has an advantage over other forecasting models in that it does smooth out peaks and valleys in a set of daily observations. Axfood AB 8-period moving average forecast can only be used reliably to predict one or two periods into the future.

Predictive Modules for Axfood 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 Axfood 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.
Hype
Prediction
LowEstimatedHigh
18.5320.4322.33
Details
Intrinsic
Valuation
LowRealHigh
17.1519.0520.95
Details

Other Forecasting Options for Axfood AB

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

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

Axfood AB 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 Axfood AB'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 Axfood AB's current price.

Axfood AB Market Strength Events

Market strength indicators help investors to evaluate how Axfood 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 Axfood AB shares will generate the highest return on investment. By undertsting and applying Axfood AB stock market strength indicators, traders can identify Axfood AB entry and exit signals to maximize returns.

Axfood AB Risk Indicators

The analysis of Axfood 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 Axfood AB's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting axfood 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 Axfood Stock

Axfood AB financial ratios help investors to determine whether Axfood 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 Axfood with respect to the benefits of owning Axfood AB security.