Aminologics CoLtd Stock Forecast - Double Exponential Smoothing

074430 Stock  KRW 1,011  7.00  0.69%   
The Double Exponential Smoothing forecasted value of Aminologics CoLtd on the next trading day is expected to be 1,005 with a mean absolute deviation of 17.25 and the sum of the absolute errors of 1,018. Aminologics Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Aminologics CoLtd stock prices and determine the direction of Aminologics CoLtd's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Aminologics CoLtd's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for Aminologics CoLtd works best with periods where there are trends or seasonality.

Aminologics CoLtd Double Exponential Smoothing Price Forecast For the 24th of November

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Aminologics CoLtd on the next trading day is expected to be 1,005 with a mean absolute deviation of 17.25, mean absolute percentage error of 598.37, and the sum of the absolute errors of 1,018.
Please note that although there have been many attempts to predict Aminologics 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 Aminologics CoLtd's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Aminologics CoLtd Stock Forecast Pattern

Backtest Aminologics CoLtdAminologics CoLtd Price PredictionBuy or Sell Advice 

Aminologics CoLtd Forecasted Value

In the context of forecasting Aminologics CoLtd'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. Aminologics CoLtd's downside and upside margins for the forecasting period are 1,003 and 1,007, respectively. We have considered Aminologics CoLtd'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
1,011
1,005
Expected Value
1,007
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Aminologics CoLtd stock data series using in forecasting. Note that when a statistical model is used to represent Aminologics CoLtd 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 -2.3051
MADMean absolute deviation17.2542
MAPEMean absolute percentage error0.0148
SAESum of the absolute errors1018.0
When Aminologics CoLtd 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 Aminologics CoLtd trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent Aminologics CoLtd observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Aminologics CoLtd

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Aminologics CoLtd. 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
1,0091,0111,013
Details
Intrinsic
Valuation
LowRealHigh
889.95892.041,112
Details
Bollinger
Band Projection (param)
LowMiddleHigh
1,0071,0131,020
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Aminologics CoLtd. Your research has to be compared to or analyzed against Aminologics CoLtd's peers to derive any actionable benefits. When done correctly, Aminologics CoLtd'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 Aminologics CoLtd.

Other Forecasting Options for Aminologics CoLtd

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

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

Aminologics CoLtd 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 Aminologics CoLtd'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 Aminologics CoLtd's current price.

Aminologics CoLtd Market Strength Events

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

Aminologics CoLtd Risk Indicators

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

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

Moving together with Aminologics Stock

  0.73051910 LG ChemicalsPairCorr
  0.66005490 POSCO HoldingsPairCorr
  0.62009830 Hanwha SolutionsPairCorr
  0.63011170 Lotte Chemical CorpPairCorr
  0.79004020 Hyundai SteelPairCorr

Moving against Aminologics Stock

  0.67001430 SeAH BesteePairCorr
The ability to find closely correlated positions to Aminologics CoLtd could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Aminologics CoLtd 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 Aminologics CoLtd - 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 Aminologics CoLtd to buy it.
The correlation of Aminologics CoLtd 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 Aminologics CoLtd moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Aminologics CoLtd 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 Aminologics CoLtd 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 Aminologics Stock

Aminologics CoLtd financial ratios help investors to determine whether Aminologics 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 Aminologics with respect to the benefits of owning Aminologics CoLtd security.