Hanjoo Light Stock Forecast - Simple Moving Average

198940 Stock   816.00  15.00  1.81%   
The Simple Moving Average forecasted value of Hanjoo Light Metal on the next trading day is expected to be 816.00 with a mean absolute deviation of 17.69 and the sum of the absolute errors of 1,044. Hanjoo Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Hanjoo Light stock prices and determine the direction of Hanjoo Light Metal's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Hanjoo Light's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A two period moving average forecast for Hanjoo Light 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.

Hanjoo Light Simple Moving Average Price Forecast For the 2nd of December

Given 90 days horizon, the Simple Moving Average forecasted value of Hanjoo Light Metal on the next trading day is expected to be 816.00 with a mean absolute deviation of 17.69, mean absolute percentage error of 511.25, and the sum of the absolute errors of 1,044.
Please note that although there have been many attempts to predict Hanjoo 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 Hanjoo Light's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Hanjoo Light Stock Forecast Pattern

Hanjoo Light Forecasted Value

In the context of forecasting Hanjoo Light'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. Hanjoo Light's downside and upside margins for the forecasting period are 813.94 and 818.06, respectively. We have considered Hanjoo Light'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
816.00
813.94
Downside
816.00
Expected Value
818.06
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 Hanjoo Light stock data series using in forecasting. Note that when a statistical model is used to represent Hanjoo Light 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 Criteria120.6716
BiasArithmetic mean of the errors 6.1441
MADMean absolute deviation17.6864
MAPEMean absolute percentage error0.0182
SAESum of the absolute errors1043.5
The simple moving average model is conceptually a linear regression of the current value of Hanjoo Light Metal price series against current and previous (unobserved) value of Hanjoo Light. 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 Hanjoo Light

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Hanjoo Light Metal. 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
813.94816.00818.06
Details
Intrinsic
Valuation
LowRealHigh
737.77739.83897.60
Details
Bollinger
Band Projection (param)
LowMiddleHigh
808.62837.40866.18
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Hanjoo Light. Your research has to be compared to or analyzed against Hanjoo Light's peers to derive any actionable benefits. When done correctly, Hanjoo Light's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Hanjoo Light Metal.

Other Forecasting Options for Hanjoo Light

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

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

Hanjoo Light Metal 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 Hanjoo Light'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 Hanjoo Light's current price.

Hanjoo Light Market Strength Events

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

Hanjoo Light Risk Indicators

The analysis of Hanjoo Light'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 Hanjoo Light's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting hanjoo 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 Hanjoo Light

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 Hanjoo Light 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 Hanjoo Light will appreciate offsetting losses from the drop in the long position's value.

Moving together with Hanjoo Stock

  0.62005930 Samsung ElectronicsPairCorr
The ability to find closely correlated positions to Hanjoo Light could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Hanjoo Light 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 Hanjoo Light - 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 Hanjoo Light Metal to buy it.
The correlation of Hanjoo Light 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 Hanjoo Light moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Hanjoo Light Metal 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 Hanjoo Light 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 Hanjoo Stock

Hanjoo Light financial ratios help investors to determine whether Hanjoo 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 Hanjoo with respect to the benefits of owning Hanjoo Light security.