Korea Steel Stock Forecast - Triple Exponential Smoothing

007280 Stock   1,408  15.00  1.05%   
The Triple Exponential Smoothing forecasted value of Korea Steel Co on the next trading day is expected to be 1,405 with a mean absolute deviation of 18.80 and the sum of the absolute errors of 1,109. Korea Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Korea Steel stock prices and determine the direction of Korea Steel Co's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Korea Steel's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Triple exponential smoothing for Korea Steel - 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 Korea Steel 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 Korea Steel price movement. However, neither of these exponential smoothing models address any seasonality of Korea Steel.

Korea Steel Triple Exponential Smoothing Price Forecast For the 3rd of December

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Korea Steel Co on the next trading day is expected to be 1,405 with a mean absolute deviation of 18.80, mean absolute percentage error of 616.65, and the sum of the absolute errors of 1,109.
Please note that although there have been many attempts to predict Korea 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 Korea Steel's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Korea Steel Stock Forecast Pattern

Backtest Korea SteelKorea Steel Price PredictionBuy or Sell Advice 

Korea Steel Forecasted Value

In the context of forecasting Korea Steel'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. Korea Steel's downside and upside margins for the forecasting period are 1,403 and 1,407, respectively. We have considered Korea Steel'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
1,408
1,405
Expected Value
1,407
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 Korea Steel stock data series using in forecasting. Note that when a statistical model is used to represent Korea Steel 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 3.9131
MADMean absolute deviation18.8012
MAPEMean absolute percentage error0.0126
SAESum of the absolute errors1109.2737
As with simple exponential smoothing, in triple exponential smoothing models past Korea Steel 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 Korea Steel Co observations.

Predictive Modules for Korea Steel

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Korea Steel. 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
1,4061,4081,410
Details
Intrinsic
Valuation
LowRealHigh
1,2151,2171,549
Details
Bollinger
Band Projection (param)
LowMiddleHigh
1,3681,4711,574
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Korea Steel. Your research has to be compared to or analyzed against Korea Steel's peers to derive any actionable benefits. When done correctly, Korea Steel'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 Korea Steel.

Other Forecasting Options for Korea Steel

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

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

Korea Steel 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 Korea Steel'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 Korea Steel's current price.

Korea Steel Market Strength Events

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

Korea Steel Risk Indicators

The analysis of Korea Steel'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 Korea Steel's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting korea 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 Korea Steel

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 Korea Steel 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 Korea Steel will appreciate offsetting losses from the drop in the long position's value.

Moving together with Korea Stock

  0.65139990 AjusteelPairCorr

Moving against Korea Stock

  0.68133820 FinebesteelPairCorr
  0.39175330 Jb FinancialPairCorr
  0.36316140 Woori Financial GroupPairCorr
The ability to find closely correlated positions to Korea Steel could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Korea Steel 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 Korea Steel - 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 Korea Steel Co to buy it.
The correlation of Korea Steel 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 Korea Steel moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Korea Steel 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 Korea Steel 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 Korea Stock

Korea Steel financial ratios help investors to determine whether Korea 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 Korea with respect to the benefits of owning Korea Steel security.