Samhyun Stock Forecast - Naive Prediction

437730 Stock   6,220  10.00  0.16%   
The Naive Prediction forecasted value of Samhyun on the next trading day is expected to be 5,942 with a mean absolute deviation of 771.04 and the sum of the absolute errors of 47,034. Investors can use prediction functions to forecast Samhyun's stock prices and determine the direction of Samhyun's future trends based on various well-known forecasting models. However, exclusively looking at the historical price movement is usually misleading. We recommend always using this module together with an analysis of Samhyun's historical fundamentals, such as revenue growth or operating cash flow patterns. Check out Trending Equities to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in nation.
  
A naive forecasting model for Samhyun is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Samhyun 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.

Samhyun Naive Prediction Price Forecast For the 27th of December

Given 90 days horizon, the Naive Prediction forecasted value of Samhyun on the next trading day is expected to be 5,942 with a mean absolute deviation of 771.04, mean absolute percentage error of 1,123,899, and the sum of the absolute errors of 47,034.
Please note that although there have been many attempts to predict Samhyun 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 Samhyun's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Samhyun Stock Forecast Pattern

Samhyun Forecasted Value

In the context of forecasting Samhyun'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. Samhyun's downside and upside margins for the forecasting period are 5,935 and 5,949, respectively. We have considered Samhyun'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
6,220
5,942
Expected Value
5,949
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 Samhyun stock data series using in forecasting. Note that when a statistical model is used to represent Samhyun 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 Criteria132.0428
BiasArithmetic mean of the errors None
MADMean absolute deviation771.0433
MAPEMean absolute percentage error0.0914
SAESum of the absolute errors47033.6408
This model is not at all useful as a medium-long range forecasting tool of Samhyun. 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 Samhyun. 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 Samhyun

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Samhyun. 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.
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Samhyun. Your research has to be compared to or analyzed against Samhyun's peers to derive any actionable benefits. When done correctly, Samhyun'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 Samhyun.

Other Forecasting Options for Samhyun

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

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

Samhyun 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 Samhyun'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 Samhyun's current price.

Samhyun Market Strength Events

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

Samhyun Risk Indicators

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

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

Moving against Samhyun Stock

  0.53035420 NaverPairCorr
  0.49035900 JYP EntertainmentPairCorr
  0.47032640 LG UplusPairCorr
  0.46011390 Busan IndustrialPairCorr
The ability to find closely correlated positions to Samhyun could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Samhyun 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 Samhyun - 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 Samhyun to buy it.
The correlation of Samhyun 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 Samhyun moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Samhyun 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 Samhyun 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