Alaska Air Stock Forecast - 4 Period Moving Average

ALK Stock  EUR 49.63  0.15  0.30%   
The 4 Period Moving Average forecasted value of Alaska Air Group on the next trading day is expected to be 49.83 with a mean absolute deviation of 1.00 and the sum of the absolute errors of 56.97. Alaska Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Alaska Air's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A four-period moving average forecast model for Alaska Air Group is based on an artificially constructed daily price series in which the value for a given day is replaced by the mean of that value and the values for four preceding and succeeding time periods. This model is best suited to forecast equities with high volatility.

Alaska Air 4 Period Moving Average Price Forecast For the 1st of December

Given 90 days horizon, the 4 Period Moving Average forecasted value of Alaska Air Group on the next trading day is expected to be 49.83 with a mean absolute deviation of 1.00, mean absolute percentage error of 1.55, and the sum of the absolute errors of 56.97.
Please note that although there have been many attempts to predict Alaska 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 Alaska Air's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Alaska Air Stock Forecast Pattern

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Alaska Air Forecasted Value

In the context of forecasting Alaska Air'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. Alaska Air's downside and upside margins for the forecasting period are 47.60 and 52.05, respectively. We have considered Alaska Air'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
49.63
49.83
Expected Value
52.05
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 4 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Alaska Air stock data series using in forecasting. Note that when a statistical model is used to represent Alaska Air 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 Criteria111.1974
BiasArithmetic mean of the errors -0.6156
MADMean absolute deviation0.9995
MAPEMean absolute percentage error0.0235
SAESum of the absolute errors56.97
The four period moving average method has an advantage over other forecasting models in that it does smooth out peaks and troughs in a set of daily price observations of Alaska Air. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for Alaska Air Group and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for Alaska Air

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Alaska Air Group. 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
47.5249.7852.04
Details
Intrinsic
Valuation
LowRealHigh
44.8054.0156.27
Details

Other Forecasting Options for Alaska Air

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

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

Alaska Air Group 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 Alaska Air'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 Alaska Air's current price.

Alaska Air Market Strength Events

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

Alaska Air Risk Indicators

The analysis of Alaska Air'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 Alaska Air's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting alaska 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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Additional Information and Resources on Investing in Alaska Stock

When determining whether Alaska Air Group is a good investment, qualitative aspects like company management, corporate governance, and ethical practices play a significant role. A comparison with peer companies also provides context and helps to understand if Alaska Stock is undervalued or overvalued. This multi-faceted approach, blending both quantitative and qualitative analysis, forms a solid foundation for making an informed investment decision about Alaska Air Group Stock. Highlighted below are key reports to facilitate an investment decision about Alaska Air Group Stock:
Check out Historical Fundamental Analysis of Alaska Air to cross-verify your projections.
You can also try the Equity Analysis module to research over 250,000 global equities including funds, stocks and ETFs to find investment opportunities.
Please note, there is a significant difference between Alaska Air's value and its price as these two are different measures arrived at by different means. Investors typically determine if Alaska Air is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Alaska Air'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.