Air Astana Stock Forecast - Naive Prediction

AIRA Stock   6.05  0.15  2.42%   
The Naive Prediction forecasted value of Air Astana Joint on the next trading day is expected to be 5.82 with a mean absolute deviation of 0.11 and the sum of the absolute errors of 6.61. Air Stock Forecast is based on your current time horizon.
  
A naive forecasting model for Air Astana is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Air Astana Joint 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.

Air Astana Naive Prediction Price Forecast For the 2nd of December

Given 90 days horizon, the Naive Prediction forecasted value of Air Astana Joint on the next trading day is expected to be 5.82 with a mean absolute deviation of 0.11, mean absolute percentage error of 0.02, and the sum of the absolute errors of 6.61.
Please note that although there have been many attempts to predict Air 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 Air Astana's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Air Astana Stock Forecast Pattern

Air Astana Forecasted Value

In the context of forecasting Air Astana'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. Air Astana's downside and upside margins for the forecasting period are 4.22 and 7.42, respectively. We have considered Air Astana'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
6.05
5.82
Expected Value
7.42
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 Air Astana stock data series using in forecasting. Note that when a statistical model is used to represent Air Astana 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 Criteria113.9836
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1084
MAPEMean absolute percentage error0.0167
SAESum of the absolute errors6.6129
This model is not at all useful as a medium-long range forecasting tool of Air Astana Joint. 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 Air Astana. 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 Air Astana

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Air Astana Joint. 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
4.456.057.65
Details
Intrinsic
Valuation
LowRealHigh
3.715.316.91
Details

Other Forecasting Options for Air Astana

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

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

Air Astana Joint 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 Air Astana'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 Air Astana's current price.

Air Astana Market Strength Events

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

Air Astana Risk Indicators

The analysis of Air Astana'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 Air Astana's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting air 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 Air Stock

Air Astana financial ratios help investors to determine whether Air 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 Air with respect to the benefits of owning Air Astana security.