Eastern Stock Forecast - Simple Exponential Smoothing
| EAST Stock | 24.97 1.25 5.27% |
Eastern |
Most investors in Eastern cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Eastern's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Eastern's price structures and extracts relationships that further increase the generated results' accuracy.
Eastern 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 Eastern Company are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Eastern Company prices get older. Eastern Simple Exponential Smoothing Price Forecast For the 30th of May
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Eastern Company on the next trading day is expected to be 24.97 with a mean absolute deviation of 0.78, mean absolute percentage error of 1.03, and the sum of the absolute errors of 46.64.Please note that although there have been many attempts to predict Eastern 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 Eastern's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Eastern Stock Forecast Pattern
Eastern Forecasted Value
In the context of forecasting Eastern'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. Eastern's downside and upside margins for the forecasting period are 21.25 and 28.69, respectively. We have considered Eastern'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 Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Eastern stock data series using in forecasting. Note that when a statistical model is used to represent Eastern 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 | 116.3004 |
| Bias | Arithmetic mean of the errors | 0.138 |
| MAD | Mean absolute deviation | 0.7773 |
| MAPE | Mean absolute percentage error | 0.0278 |
| SAE | Sum of the absolute errors | 46.64 |
Predictive Modules for Eastern
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Eastern Company. 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.Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Eastern's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Eastern. Your research has to be compared to or analyzed against Eastern's peers to derive any actionable benefits. When done correctly, Eastern'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 Eastern Company.
Other Forecasting Options for Eastern
For every potential investor in Eastern, whether a beginner or expert, Eastern's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Eastern Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Eastern. Basic forecasting techniques help filter out the noise by identifying Eastern's price trends.Eastern 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 Eastern stock to make a market-neutral strategy. Peer analysis of Eastern could also be used in its relative valuation, which is a method of valuing Eastern by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Eastern Company 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 Eastern'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 Eastern's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Eastern Market Strength Events
Market strength indicators help investors to evaluate how Eastern stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Eastern shares will generate the highest return on investment. By undertsting and applying Eastern stock market strength indicators, traders can identify Eastern Company entry and exit signals to maximize returns.
Eastern Risk Indicators
The analysis of Eastern'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 Eastern's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting eastern 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 | 2.83 | |||
| Standard Deviation | 3.72 | |||
| Variance | 13.86 |
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.Check out Investing Opportunities to better understand how to build diversified portfolios. Also, note that the market value of any company could be tightly coupled with the direction of predictive economic indicators such as signals in board of governors. You can also try the Companies Directory module to evaluate performance of over 100,000 Stocks, Funds, and ETFs against different fundamentals.
Complementary Tools for Eastern Stock analysis
When running Eastern's price analysis, check to measure Eastern's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Eastern is operating at the current time. Most of Eastern's value examination focuses on studying past and present price action to predict the probability of Eastern's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Eastern's price. Additionally, you may evaluate how the addition of Eastern to your portfolios can decrease your overall portfolio volatility.
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