Korea Electric Stock Forecast - Polynomial Regression
| 015760 Stock | 23,900 350.00 1.44% |
The Polynomial Regression forecasted value of Korea Electric Power on the next trading day is expected to be 24,058 with a mean absolute deviation of 577.98 and the sum of the absolute errors of 35,257. Korea Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Korea Electric stock prices and determine the direction of Korea Electric Power's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Korea Electric's historical fundamentals, such as revenue growth or operating cash flow patterns.
Korea |
Korea Electric Polynomial Regression Price Forecast For the 30th of November
Given 90 days horizon, the Polynomial Regression forecasted value of Korea Electric Power on the next trading day is expected to be 24,058 with a mean absolute deviation of 577.98, mean absolute percentage error of 476,000, and the sum of the absolute errors of 35,257.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 Electric's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Korea Electric Stock Forecast Pattern
| Backtest Korea Electric | Korea Electric Price Prediction | Buy or Sell Advice |
Korea Electric Forecasted Value
In the context of forecasting Korea Electric'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 Electric's downside and upside margins for the forecasting period are 24,056 and 24,060, respectively. We have considered Korea Electric'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.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Korea Electric stock data series using in forecasting. Note that when a statistical model is used to represent Korea Electric 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.| AIC | Akaike Information Criteria | 131.1837 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 577.983 |
| MAPE | Mean absolute percentage error | 0.0266 |
| SAE | Sum of the absolute errors | 35256.9611 |
Predictive Modules for Korea Electric
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 Electric Power. 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.Other Forecasting Options for Korea Electric
For every potential investor in Korea, whether a beginner or expert, Korea Electric'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 Electric's price trends.Korea Electric 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 Electric stock to make a market-neutral strategy. Peer analysis of Korea Electric could also be used in its relative valuation, which is a method of valuing Korea Electric by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Korea Electric Power 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 Electric'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 Electric's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Korea Electric Market Strength Events
Market strength indicators help investors to evaluate how Korea Electric 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 Electric shares will generate the highest return on investment. By undertsting and applying Korea Electric stock market strength indicators, traders can identify Korea Electric Power entry and exit signals to maximize returns.
| Accumulation Distribution | 41073.66 | |||
| Daily Balance Of Power | (0.58) | |||
| Rate Of Daily Change | 0.99 | |||
| Day Median Price | 24050.0 | |||
| Day Typical Price | 24000.0 | |||
| Market Facilitation Index | 4.0E-4 | |||
| Price Action Indicator | (325.00) | |||
| Period Momentum Indicator | (350.00) | |||
| Relative Strength Index | 48.06 |
Korea Electric Risk Indicators
The analysis of Korea Electric'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 Electric'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.
| Mean Deviation | 1.44 | |||
| Semi Deviation | 1.74 | |||
| Standard Deviation | 2.07 | |||
| Variance | 4.3 | |||
| Downside Variance | 4.43 | |||
| Semi Variance | 3.03 | |||
| Expected Short fall | (1.82) |
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 Electric
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 Electric 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 Electric will appreciate offsetting losses from the drop in the long position's value.Moving together with Korea Stock
Moving against Korea Stock
| 0.69 | 28513K | SK Chemicals | PairCorr |
| 0.68 | 011785 | Kumho Petro Chemical | PairCorr |
| 0.49 | 002990 | Kumho Ind | PairCorr |
| 0.39 | 005940 | NH Investment Securities | PairCorr |
| 0.37 | 016610 | DB Financial Investment | PairCorr |
The ability to find closely correlated positions to Korea Electric 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 Electric 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 Electric - 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 Electric Power to buy it.
The correlation of Korea Electric 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 Electric moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Korea Electric Power 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 Electric 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.Additional Information and Resources on Investing in Korea Stock
When determining whether Korea Electric Power is a good investment, qualitative aspects like company management, corporate governance, and ethical practices play a significant role. A comparison with peer companies also provides context and helps to understand if Korea Stock is undervalued or overvalued. This multi-faceted approach, blending both quantitative and qualitative analysis, forms a solid foundation for making an informed investment decision about Korea Electric Power Stock. Highlighted below are key reports to facilitate an investment decision about Korea Electric Power Stock:Check out Historical Fundamental Analysis of Korea Electric to cross-verify your projections. You can also try the Money Managers module to screen money managers from public funds and ETFs managed around the world.