CJ CheilJedang Stock Forecast - Triple Exponential Smoothing

097955 Stock   132,600  600.00  0.45%   
The Triple Exponential Smoothing forecasted value of CJ CheilJedang Corp on the next trading day is expected to be 132,714 with a mean absolute deviation of 1,391 and the sum of the absolute errors of 82,072. 097955 Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast CJ CheilJedang stock prices and determine the direction of CJ CheilJedang Corp's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of CJ CheilJedang's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Triple exponential smoothing for CJ CheilJedang - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When CJ CheilJedang prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any trend in CJ CheilJedang price movement. However, neither of these exponential smoothing models address any seasonality of CJ CheilJedang Corp.

CJ CheilJedang Triple Exponential Smoothing Price Forecast For the 30th of November

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of CJ CheilJedang Corp on the next trading day is expected to be 132,714 with a mean absolute deviation of 1,391, mean absolute percentage error of 2,939,020, and the sum of the absolute errors of 82,072.
Please note that although there have been many attempts to predict 097955 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 CJ CheilJedang's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

CJ CheilJedang Stock Forecast Pattern

Backtest CJ CheilJedangCJ CheilJedang Price PredictionBuy or Sell Advice 

CJ CheilJedang Forecasted Value

In the context of forecasting CJ CheilJedang'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. CJ CheilJedang's downside and upside margins for the forecasting period are 132,713 and 132,716, respectively. We have considered CJ CheilJedang'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
132,600
132,713
Downside
132,714
Expected Value
132,716
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of CJ CheilJedang stock data series using in forecasting. Note that when a statistical model is used to represent CJ CheilJedang 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 CriteriaHuge
BiasArithmetic mean of the errors 214.7249
MADMean absolute deviation1391.0448
MAPEMean absolute percentage error0.0104
SAESum of the absolute errors82071.6426
As with simple exponential smoothing, in triple exponential smoothing models past CJ CheilJedang observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older CJ CheilJedang Corp observations.

Predictive Modules for CJ CheilJedang

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as CJ CheilJedang Corp. 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
132,599132,600132,601
Details
Intrinsic
Valuation
LowRealHigh
109,538109,539145,860
Details
Bollinger
Band Projection (param)
LowMiddleHigh
131,672132,640133,608
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as CJ CheilJedang. Your research has to be compared to or analyzed against CJ CheilJedang's peers to derive any actionable benefits. When done correctly, CJ CheilJedang'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 CJ CheilJedang Corp.

Other Forecasting Options for CJ CheilJedang

For every potential investor in 097955, whether a beginner or expert, CJ CheilJedang's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. 097955 Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in 097955. Basic forecasting techniques help filter out the noise by identifying CJ CheilJedang's price trends.

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

CJ CheilJedang Corp 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 CJ CheilJedang'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 CJ CheilJedang's current price.

CJ CheilJedang Market Strength Events

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

CJ CheilJedang Risk Indicators

The analysis of CJ CheilJedang'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 CJ CheilJedang's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting 097955 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 CJ CheilJedang

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 CJ CheilJedang 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 CJ CheilJedang will appreciate offsetting losses from the drop in the long position's value.

Moving against 097955 Stock

  0.59317530 CarriesoftPairCorr
  0.46088130 Dong A Eltek SplitPairCorr
The ability to find closely correlated positions to CJ CheilJedang could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace CJ CheilJedang 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 CJ CheilJedang - 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 CJ CheilJedang Corp to buy it.
The correlation of CJ CheilJedang 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 CJ CheilJedang moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if CJ CheilJedang Corp 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 CJ CheilJedang 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 097955 Stock

CJ CheilJedang financial ratios help investors to determine whether 097955 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 097955 with respect to the benefits of owning CJ CheilJedang security.