Hannong Chemicals Stock Forecast - 8 Period Moving Average

011500 Stock   15,060  310.00  2.10%   
The 8 Period Moving Average forecasted value of Hannong Chemicals on the next trading day is expected to be 14,891 with a mean absolute deviation of 828.92 and the sum of the absolute errors of 43,932. Hannong Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Hannong Chemicals stock prices and determine the direction of Hannong Chemicals's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Hannong Chemicals' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
An 8-period moving average forecast model for Hannong Chemicals is based on an artificially constructed time series of Hannong Chemicals daily prices in which the value for a trading day is replaced by the mean of that value and the values for 8 of preceding and succeeding time periods. This model is best suited for price series data that changes over time.

Hannong Chemicals 8 Period Moving Average Price Forecast For the 29th of November

Given 90 days horizon, the 8 Period Moving Average forecasted value of Hannong Chemicals on the next trading day is expected to be 14,891 with a mean absolute deviation of 828.92, mean absolute percentage error of 1,055,112, and the sum of the absolute errors of 43,932.
Please note that although there have been many attempts to predict Hannong 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 Hannong Chemicals' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Hannong Chemicals Stock Forecast Pattern

Backtest Hannong ChemicalsHannong Chemicals Price PredictionBuy or Sell Advice 

Hannong Chemicals Forecasted Value

In the context of forecasting Hannong Chemicals' 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. Hannong Chemicals' downside and upside margins for the forecasting period are 14,887 and 14,895, respectively. We have considered Hannong Chemicals' 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
15,060
14,887
Downside
14,891
Expected Value
14,895
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 8 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Hannong Chemicals stock data series using in forecasting. Note that when a statistical model is used to represent Hannong Chemicals 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 Criteria117.2766
BiasArithmetic mean of the errors 411.2736
MADMean absolute deviation828.9151
MAPEMean absolute percentage error0.0466
SAESum of the absolute errors43932.5
The eieght-period moving average method has an advantage over other forecasting models in that it does smooth out peaks and valleys in a set of daily observations. Hannong Chemicals 8-period moving average forecast can only be used reliably to predict one or two periods into the future.

Predictive Modules for Hannong Chemicals

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Hannong Chemicals. 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
14,74614,75014,754
Details
Intrinsic
Valuation
LowRealHigh
13,87913,88316,225
Details

Other Forecasting Options for Hannong Chemicals

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

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

Hannong Chemicals 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 Hannong Chemicals' 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 Hannong Chemicals' current price.

Hannong Chemicals Market Strength Events

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

Hannong Chemicals Risk Indicators

The analysis of Hannong Chemicals' 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 Hannong Chemicals' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting hannong 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 Hannong Chemicals

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 Hannong Chemicals 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 Hannong Chemicals will appreciate offsetting losses from the drop in the long position's value.

Moving together with Hannong Stock

  0.71293780 AptaBio TherapeuticsPairCorr
  0.81215480 Daewoo SBI SPACPairCorr
  0.86302430 InnometryPairCorr

Moving against Hannong Stock

  0.35203650 Dream Security coPairCorr
The ability to find closely correlated positions to Hannong Chemicals could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Hannong Chemicals 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 Hannong Chemicals - 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 Hannong Chemicals to buy it.
The correlation of Hannong Chemicals 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 Hannong Chemicals moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Hannong Chemicals 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 Hannong Chemicals 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

Other Information on Investing in Hannong Stock

Hannong Chemicals financial ratios help investors to determine whether Hannong 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 Hannong with respect to the benefits of owning Hannong Chemicals security.