Eastman Chemical Stock Forecast - Polynomial Regression
| E1MN34 Stock | BRL 275.40 0.00 0.00% |
The Polynomial Regression forecasted value of Eastman Chemical on the next trading day is expected to be 276.17 with a mean absolute deviation of 0.19 and the sum of the absolute errors of 11.76. Eastman Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Eastman Chemical stock prices and determine the direction of Eastman Chemical's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Eastman Chemical's historical fundamentals, such as revenue growth or operating cash flow patterns.
Eastman |
Eastman Chemical Polynomial Regression Price Forecast For the 7th of January
Given 90 days horizon, the Polynomial Regression forecasted value of Eastman Chemical on the next trading day is expected to be 276.17 with a mean absolute deviation of 0.19, mean absolute percentage error of 0.1, and the sum of the absolute errors of 11.76.Please note that although there have been many attempts to predict Eastman 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 Eastman Chemical's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Eastman Chemical Stock Forecast Pattern
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Eastman Chemical Forecasted Value
In the context of forecasting Eastman 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. Eastman Chemical's downside and upside margins for the forecasting period are 276.09 and 276.25, respectively. We have considered Eastman 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.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Eastman Chemical stock data series using in forecasting. Note that when a statistical model is used to represent Eastman 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.| AIC | Akaike Information Criteria | 115.7809 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.1927 |
| MAPE | Mean absolute percentage error | 7.0E-4 |
| SAE | Sum of the absolute errors | 11.7572 |
Predictive Modules for Eastman 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 Eastman 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.Other Forecasting Options for Eastman Chemical
For every potential investor in Eastman, whether a beginner or expert, Eastman Chemical's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Eastman Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Eastman. Basic forecasting techniques help filter out the noise by identifying Eastman Chemical's price trends.Eastman 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 Eastman Chemical stock to make a market-neutral strategy. Peer analysis of Eastman Chemical could also be used in its relative valuation, which is a method of valuing Eastman Chemical by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Eastman 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 Eastman 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 Eastman Chemical's current price.| Cycle Indicators | ||
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Eastman Chemical Market Strength Events
Market strength indicators help investors to evaluate how Eastman 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 Eastman Chemical shares will generate the highest return on investment. By undertsting and applying Eastman Chemical stock market strength indicators, traders can identify Eastman Chemical entry and exit signals to maximize returns.
Eastman Chemical Risk Indicators
The analysis of Eastman 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 Eastman Chemical's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting eastman 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.
| Mean Deviation | 0.0191 | |||
| Standard Deviation | 0.0787 | |||
| Variance | 0.0062 |
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.
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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.| BTC | Bitcoin | |
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Additional Information and Resources on Investing in Eastman Stock
When determining whether Eastman Chemical offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Eastman Chemical's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Eastman Chemical Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Eastman Chemical Stock:Check out Historical Fundamental Analysis of Eastman Chemical to cross-verify your projections. For information on how to trade Eastman Stock refer to our How to Trade Eastman Stock guide.You can also try the Portfolio Holdings module to check your current holdings and cash postion to detemine if your portfolio needs rebalancing.