ISU Chemical Stock Forecast - Naive Prediction

005950 Stock   5,960  430.00  7.78%   
The Naive Prediction forecasted value of ISU Chemical Co on the next trading day is expected to be 5,684 with a mean absolute deviation of 168.26 and the sum of the absolute errors of 10,432. ISU Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast ISU Chemical stock prices and determine the direction of ISU Chemical Co's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of ISU Chemical's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for ISU Chemical is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of ISU Chemical Co 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.

ISU Chemical Naive Prediction Price Forecast For the 12th of December 2024

Given 90 days horizon, the Naive Prediction forecasted value of ISU Chemical Co on the next trading day is expected to be 5,684 with a mean absolute deviation of 168.26, mean absolute percentage error of 44,121, and the sum of the absolute errors of 10,432.
Please note that although there have been many attempts to predict ISU 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 ISU Chemical's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

ISU Chemical Stock Forecast Pattern

Backtest ISU ChemicalISU Chemical Price PredictionBuy or Sell Advice 

ISU Chemical Forecasted Value

In the context of forecasting ISU Chemical'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. ISU Chemical's downside and upside margins for the forecasting period are 5,681 and 5,687, respectively. We have considered ISU Chemical'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
5,960
5,684
Expected Value
5,687
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 ISU Chemical stock data series using in forecasting. Note that when a statistical model is used to represent ISU Chemical 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 Criteria130.6431
BiasArithmetic mean of the errors None
MADMean absolute deviation168.2613
MAPEMean absolute percentage error0.0227
SAESum of the absolute errors10432.2005
This model is not at all useful as a medium-long range forecasting tool of ISU Chemical Co. 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 ISU Chemical. 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 ISU Chemical

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ISU 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
5,9575,9605,963
Details
Intrinsic
Valuation
LowRealHigh
5,5645,5676,556
Details
Bollinger
Band Projection (param)
LowMiddleHigh
5,4065,8276,247
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as ISU Chemical. Your research has to be compared to or analyzed against ISU Chemical's peers to derive any actionable benefits. When done correctly, ISU Chemical'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 ISU Chemical.

Other Forecasting Options for ISU Chemical

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

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

ISU 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 ISU Chemical'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 ISU Chemical's current price.

ISU Chemical Market Strength Events

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

ISU Chemical Risk Indicators

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

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

Moving together with ISU Stock

  0.86293780 AptaBio TherapeuticsPairCorr
  0.94215480 Daewoo SBI SPACPairCorr
  0.96302430 InnometryPairCorr
The ability to find closely correlated positions to ISU Chemical could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace ISU Chemical 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 ISU Chemical - 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 ISU Chemical Co to buy it.
The correlation of ISU Chemical 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 ISU Chemical moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if ISU 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 ISU Chemical 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 ISU Stock

ISU Chemical financial ratios help investors to determine whether ISU 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 ISU with respect to the benefits of owning ISU Chemical security.