Dymatic Chemicals Stock Forecast - Simple Exponential Smoothing

002054 Stock   7.61  0.69  9.97%   
The Simple Exponential Smoothing forecasted value of Dymatic Chemicals on the next trading day is expected to be 7.61 with a mean absolute deviation of 0.11 and the sum of the absolute errors of 7.01. Dymatic Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Dymatic Chemicals stock prices and determine the direction of Dymatic Chemicals's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Dymatic Chemicals' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Dymatic Chemicals' Total Assets are projected to increase significantly based on the last few years of reporting. The current year's Total Current Liabilities is expected to grow to about 1.8 B, whereas Other Current Liabilities is forecasted to decline to about 144.5 M.
Dymatic Chemicals simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for Dymatic Chemicals are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Dymatic Chemicals prices get older.

Dymatic Chemicals Simple Exponential Smoothing Price Forecast For the 28th of November

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Dymatic Chemicals on the next trading day is expected to be 7.61 with a mean absolute deviation of 0.11, mean absolute percentage error of 0.03, and the sum of the absolute errors of 7.01.
Please note that although there have been many attempts to predict Dymatic 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 Dymatic Chemicals' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Dymatic Chemicals Stock Forecast Pattern

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Dymatic Chemicals Forecasted Value

In the context of forecasting Dymatic Chemicals' 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. Dymatic Chemicals' downside and upside margins for the forecasting period are 4.45 and 10.77, respectively. We have considered Dymatic Chemicals' 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
7.61
7.61
Expected Value
10.77
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Dymatic Chemicals stock data series using in forecasting. Note that when a statistical model is used to represent Dymatic Chemicals 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 Criteria114.7205
BiasArithmetic mean of the errors -0.049
MADMean absolute deviation0.1149
MAPEMean absolute percentage error0.0206
SAESum of the absolute errors7.01
This simple exponential smoothing model begins by setting Dymatic Chemicals forecast for the second period equal to the observation of the first period. In other words, recent Dymatic Chemicals observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Dymatic Chemicals

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Dymatic Chemicals. 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
4.487.6110.74
Details
Intrinsic
Valuation
LowRealHigh
4.647.7710.90
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Dymatic Chemicals. Your research has to be compared to or analyzed against Dymatic Chemicals' peers to derive any actionable benefits. When done correctly, Dymatic Chemicals' 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 Dymatic Chemicals.

Other Forecasting Options for Dymatic Chemicals

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

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

Dymatic Chemicals 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 Dymatic Chemicals' 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 Dymatic Chemicals' current price.

Dymatic Chemicals Market Strength Events

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

Dymatic Chemicals Risk Indicators

The analysis of Dymatic Chemicals' 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 Dymatic Chemicals' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting dymatic 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.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Other Information on Investing in Dymatic Stock

Dymatic Chemicals financial ratios help investors to determine whether Dymatic 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 Dymatic with respect to the benefits of owning Dymatic Chemicals security.