Korea Aerospace Stock Forecast - Naive Prediction

047810 Stock   59,300  3,000  4.82%   
The Naive Prediction forecasted value of Korea Aerospace Industries on the next trading day is expected to be 54,737 with a mean absolute deviation of 1,105 and the sum of the absolute errors of 67,395. Korea Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Korea Aerospace stock prices and determine the direction of Korea Aerospace Industries's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Korea Aerospace's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for Korea Aerospace is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Korea Aerospace Industries value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Korea Aerospace Naive Prediction Price Forecast For the 29th of November

Given 90 days horizon, the Naive Prediction forecasted value of Korea Aerospace Industries on the next trading day is expected to be 54,737 with a mean absolute deviation of 1,105, mean absolute percentage error of 1,910,062, and the sum of the absolute errors of 67,395.
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 Aerospace's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Korea Aerospace Stock Forecast Pattern

Backtest Korea AerospaceKorea Aerospace Price PredictionBuy or Sell Advice 

Korea Aerospace Forecasted Value

In the context of forecasting Korea Aerospace'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 Aerospace's downside and upside margins for the forecasting period are 54,735 and 54,740, respectively. We have considered Korea Aerospace'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
59,300
54,735
Downside
54,737
Expected Value
54,740
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Korea Aerospace stock data series using in forecasting. Note that when a statistical model is used to represent Korea Aerospace 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 Criteria132.5731
BiasArithmetic mean of the errors None
MADMean absolute deviation1104.8414
MAPEMean absolute percentage error0.0192
SAESum of the absolute errors67395.3232
This model is not at all useful as a medium-long range forecasting tool of Korea Aerospace Industries. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Korea Aerospace. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Korea Aerospace

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 Aerospace Indu. 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
59,29859,30059,302
Details
Intrinsic
Valuation
LowRealHigh
50,08350,08565,230
Details
Bollinger
Band Projection (param)
LowMiddleHigh
58,74164,57170,402
Details

Other Forecasting Options for Korea Aerospace

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

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

Korea Aerospace Indu 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 Aerospace'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 Aerospace's current price.

Korea Aerospace Market Strength Events

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

Korea Aerospace Risk Indicators

The analysis of Korea Aerospace'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 Aerospace'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 Aerospace

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

Moving against Korea Stock

  0.88004170 ShinsegaePairCorr
  0.72005380 Hyundai MotorPairCorr
  0.68011070 LG InnotekPairCorr
  0.63097950 CJ CheiljedangPairCorr
The ability to find closely correlated positions to Korea Aerospace 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 Aerospace 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 Aerospace - 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 Aerospace Industries to buy it.
The correlation of Korea Aerospace 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 Aerospace moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Korea Aerospace Indu 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 Aerospace 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 Aerospace 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 Aerospace security.