Korea Petro Stock Forecast - 4 Period Moving Average

006650 Stock   80,500  5,600  6.50%   
The 4 Period Moving Average forecasted value of Korea Petro Chemical on the next trading day is expected to be 82,900 with a mean absolute deviation of 3,374 and the sum of the absolute errors of 192,325. Korea Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Korea Petro stock prices and determine the direction of Korea Petro Chemical's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Korea Petro's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A four-period moving average forecast model for Korea Petro Chemical is based on an artificially constructed daily price series in which the value for a given day is replaced by the mean of that value and the values for four preceding and succeeding time periods. This model is best suited to forecast equities with high volatility.

Korea Petro 4 Period Moving Average Price Forecast For the 3rd of December

Given 90 days horizon, the 4 Period Moving Average forecasted value of Korea Petro Chemical on the next trading day is expected to be 82,900 with a mean absolute deviation of 3,374, mean absolute percentage error of 19,248,520, and the sum of the absolute errors of 192,325.
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 Petro's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Korea Petro Stock Forecast Pattern

Backtest Korea PetroKorea Petro Price PredictionBuy or Sell Advice 

Korea Petro Forecasted Value

In the context of forecasting Korea Petro'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 Petro's downside and upside margins for the forecasting period are 82,897 and 82,903, respectively. We have considered Korea Petro'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
80,500
82,897
Downside
82,900
Expected Value
82,903
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 4 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Korea Petro stock data series using in forecasting. Note that when a statistical model is used to represent Korea Petro 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 Criteria127.5319
BiasArithmetic mean of the errors 960.9649
MADMean absolute deviation3374.1228
MAPEMean absolute percentage error0.034
SAESum of the absolute errors192325.0
The four period moving average method has an advantage over other forecasting models in that it does smooth out peaks and troughs in a set of daily price observations of Korea Petro. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for Korea Petro Chemical and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for Korea Petro

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 Petro Chemical. 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
80,49780,50080,503
Details
Intrinsic
Valuation
LowRealHigh
75,17775,18088,550
Details
Bollinger
Band Projection (param)
LowMiddleHigh
76,82592,508108,192
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Korea Petro. Your research has to be compared to or analyzed against Korea Petro's peers to derive any actionable benefits. When done correctly, Korea Petro'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 Petro Chemical.

Other Forecasting Options for Korea Petro

For every potential investor in Korea, whether a beginner or expert, Korea Petro'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 Petro's price trends.

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

Korea Petro Chemical 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 Petro'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 Petro's current price.

Korea Petro Market Strength Events

Market strength indicators help investors to evaluate how Korea Petro 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 Petro shares will generate the highest return on investment. By undertsting and applying Korea Petro stock market strength indicators, traders can identify Korea Petro Chemical entry and exit signals to maximize returns.

Korea Petro Risk Indicators

The analysis of Korea Petro'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 Petro'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 Petro

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

Moving together with Korea Stock

  0.88051910 LG ChemicalsPairCorr
  0.83005490 POSCO HoldingsPairCorr
  0.77009830 Hanwha SolutionsPairCorr
  0.89011170 Lotte Chemical CorpPairCorr
  0.93004020 Hyundai SteelPairCorr

Moving against Korea Stock

  0.59032830 Samsung LifePairCorr
  0.51001430 SeAH BesteePairCorr
  0.34105560 KB Financial GroupPairCorr
  0.31316140 Woori Financial GroupPairCorr
The ability to find closely correlated positions to Korea Petro 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 Petro 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 Petro - 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 Petro Chemical to buy it.
The correlation of Korea Petro 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 Petro moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Korea Petro Chemical 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 Petro 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 Petro 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 Petro security.