Alaska Air Stock Forecast - Triple Exponential Smoothing

ALK Stock  USD 65.83  1.19  1.78%   
The Triple Exponential Smoothing forecasted value of Alaska Air Group on the next trading day is expected to be 66.24 with a mean absolute deviation of 0.94 and the sum of the absolute errors of 55.21. Alaska Stock Forecast is based on your current time horizon. Although Alaska Air's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Alaska Air's systematic risk associated with finding meaningful patterns of Alaska Air fundamentals over time.
  
At this time, Alaska Air's Inventory Turnover is quite stable compared to the past year. Payables Turnover is expected to rise to 40.39 this year, although the value of Receivables Turnover will most likely fall to 17.64. . The value of Common Stock Shares Outstanding is expected to slide to about 118 M. The value of Net Income Applicable To Common Shares is expected to slide to about 63.4 M.
Triple exponential smoothing for Alaska Air - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Alaska Air prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any trend in Alaska Air price movement. However, neither of these exponential smoothing models address any seasonality of Alaska Air Group.

Alaska Air Triple Exponential Smoothing Price Forecast For the 31st of December

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Alaska Air Group on the next trading day is expected to be 66.24 with a mean absolute deviation of 0.94, mean absolute percentage error of 1.92, and the sum of the absolute errors of 55.21.
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 63.71 and 68.77, 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
65.83
66.24
Expected Value
68.77
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing 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 CriteriaHuge
BiasArithmetic mean of the errors -0.2238
MADMean absolute deviation0.9358
MAPEMean absolute percentage error0.0172
SAESum of the absolute errors55.2129
As with simple exponential smoothing, in triple exponential smoothing models past Alaska Air observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Alaska Air Group observations.

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
63.4365.9668.49
Details
Intrinsic
Valuation
LowRealHigh
58.9461.4772.41
Details
16 Analysts
Consensus
LowTargetHigh
46.9451.5857.25
Details
Earnings
Estimates (0)
LowProjected EPSHigh
1.040.611.10
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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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:
Is Passenger Airlines space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Alaska Air. If investors know Alaska will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Alaska Air listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth
0.704
Earnings Share
2.51
Revenue Per Share
85.034
Quarterly Revenue Growth
0.082
Return On Assets
0.0286
The market value of Alaska Air Group is measured differently than its book value, which is the value of Alaska that is recorded on the company's balance sheet. Investors also form their own opinion of Alaska Air's value that differs from its market value or its book value, called intrinsic value, which is Alaska Air's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Alaska Air's market value can be influenced by many factors that don't directly affect Alaska Air's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
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.