Air China Stock Forecast - Naive Prediction

601111 Stock   7.89  0.11  1.38%   
The Naive Prediction forecasted value of Air China Ltd on the next trading day is expected to be 7.86 with a mean absolute deviation of 0.19 and the sum of the absolute errors of 11.39. Air Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Air China stock prices and determine the direction of Air China Ltd's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Air China's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Air China's Other Current Liabilities is projected to decrease significantly based on the last few years of reporting. The current year's Total Stockholder Equity is expected to grow to about 53.5 B, whereas Total Assets are forecasted to decline to about 296.3 B.
A naive forecasting model for Air China is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Air China Ltd 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 China Naive Prediction Price Forecast For the 5th of December

Given 90 days horizon, the Naive Prediction forecasted value of Air China Ltd on the next trading day is expected to be 7.86 with a mean absolute deviation of 0.19, mean absolute percentage error of 0.06, and the sum of the absolute errors of 11.39.
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 China's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Air China Stock Forecast Pattern

Backtest Air ChinaAir China Price PredictionBuy or Sell Advice 

Air China Forecasted Value

In the context of forecasting Air China'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 China's downside and upside margins for the forecasting period are 5.52 and 10.19, respectively. We have considered Air China'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
7.89
7.86
Expected Value
10.19
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 China stock data series using in forecasting. Note that when a statistical model is used to represent Air China 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 Criteria115.3357
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1868
MAPEMean absolute percentage error0.026
SAESum of the absolute errors11.3925
This model is not at all useful as a medium-long range forecasting tool of Air China Ltd. 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 China. 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 China

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 China. 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
5.577.9110.25
Details
Intrinsic
Valuation
LowRealHigh
5.257.599.93
Details
Earnings
Estimates (0)
LowProjected EPSHigh
0.000.000.00
Details

Other Forecasting Options for Air China

For every potential investor in Air, whether a beginner or expert, Air China'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 China's price trends.

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

Air China 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 China'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 China's current price.

Air China Market Strength Events

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

Air China Risk Indicators

The analysis of Air China'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 China'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.

Currently Active Assets on Macroaxis

Other Information on Investing in Air Stock

Air China 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 China security.