Hitachi Construction Stock Forecast - Simple Moving Average

HCM Stock  EUR 20.60  0.20  0.96%   
The Simple Moving Average forecasted value of Hitachi Construction Machinery on the next trading day is expected to be 20.70 with a mean absolute deviation of 0.35 and the sum of the absolute errors of 20.60. Hitachi Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Hitachi Construction's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A two period moving average forecast for Hitachi Construction is based on an daily price series in which the stock price on a given day is replaced by the mean of that price and the preceding price. This model is best suited to price patterns experiencing average volatility.

Hitachi Construction Simple Moving Average Price Forecast For the 27th of November

Given 90 days horizon, the Simple Moving Average forecasted value of Hitachi Construction Machinery on the next trading day is expected to be 20.70 with a mean absolute deviation of 0.35, mean absolute percentage error of 0.20, and the sum of the absolute errors of 20.60.
Please note that although there have been many attempts to predict Hitachi 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 Hitachi Construction's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Hitachi Construction Stock Forecast Pattern

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Hitachi Construction Forecasted Value

In the context of forecasting Hitachi Construction'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. Hitachi Construction's downside and upside margins for the forecasting period are 18.67 and 22.73, respectively. We have considered Hitachi Construction'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
20.60
20.70
Expected Value
22.73
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Moving Average forecasting method's relative quality and the estimations of the prediction error of Hitachi Construction stock data series using in forecasting. Note that when a statistical model is used to represent Hitachi Construction 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 Criteria112.8467
BiasArithmetic mean of the errors 0.0153
MADMean absolute deviation0.3492
MAPEMean absolute percentage error0.0169
SAESum of the absolute errors20.6
The simple moving average model is conceptually a linear regression of the current value of Hitachi Construction Machinery price series against current and previous (unobserved) value of Hitachi Construction. In time series analysis, the simple moving-average model is a very common approach for modeling univariate price series models including forecasting prices into the future

Predictive Modules for Hitachi Construction

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Hitachi Construction. 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
18.5720.6022.63
Details
Intrinsic
Valuation
LowRealHigh
15.1517.1822.66
Details

Other Forecasting Options for Hitachi Construction

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

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

Hitachi Construction 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 Hitachi Construction'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 Hitachi Construction's current price.

Hitachi Construction Market Strength Events

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

Hitachi Construction Risk Indicators

The analysis of Hitachi Construction'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 Hitachi Construction's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting hitachi 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 Hitachi Stock

Hitachi Construction financial ratios help investors to determine whether Hitachi 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 Hitachi with respect to the benefits of owning Hitachi Construction security.