Hung Hau Stock Forecast - Simple Moving Average

SJ1 Stock   11,000  800.00  7.84%   
The Simple Moving Average forecasted value of Hung Hau Agricultural on the next trading day is expected to be 11,000 with a mean absolute deviation of 273.73 and the sum of the absolute errors of 16,150. Investors can use prediction functions to forecast Hung Hau's stock prices and determine the direction of Hung Hau Agricultural's future trends based on various well-known forecasting models. However, exclusively looking at the historical price movement is usually misleading. We recommend always using this module together with an analysis of Hung Hau's historical fundamentals, such as revenue growth or operating cash flow patterns. Check out World Market Map to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in board of governors.
  
A two period moving average forecast for Hung Hau 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.

Hung Hau Simple Moving Average Price Forecast For the 27th of November

Given 90 days horizon, the Simple Moving Average forecasted value of Hung Hau Agricultural on the next trading day is expected to be 11,000 with a mean absolute deviation of 273.73, mean absolute percentage error of 153,093, and the sum of the absolute errors of 16,150.
Please note that although there have been many attempts to predict Hung 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 Hung Hau's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Hung Hau Stock Forecast Pattern

Hung Hau Forecasted Value

In the context of forecasting Hung Hau'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. Hung Hau's downside and upside margins for the forecasting period are 10,996 and 11,004, respectively. We have considered Hung Hau'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
11,000
10,996
Downside
11,000
Expected Value
11,004
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 Hung Hau stock data series using in forecasting. Note that when a statistical model is used to represent Hung Hau 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 Criteria126.3735
BiasArithmetic mean of the errors 21.1864
MADMean absolute deviation273.7288
MAPEMean absolute percentage error0.0253
SAESum of the absolute errors16150.0
The simple moving average model is conceptually a linear regression of the current value of Hung Hau Agricultural price series against current and previous (unobserved) value of Hung Hau. 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 Hung Hau

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Hung Hau Agricultural. 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.

Other Forecasting Options for Hung Hau

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

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

Hung Hau Agricultural 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 Hung Hau'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 Hung Hau's current price.

Hung Hau Market Strength Events

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

Hung Hau Risk Indicators

The analysis of Hung Hau'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 Hung Hau's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting hung 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.

Pair Trading with Hung Hau

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Hung Hau position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Hung Hau will appreciate offsetting losses from the drop in the long position's value.
The ability to find closely correlated positions to Hung Hau could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Hung Hau when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Hung Hau - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Hung Hau Agricultural to buy it.
The correlation of Hung Hau is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Hung Hau moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Hung Hau Agricultural moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Hung Hau can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching