Seiko Epson Pink Sheet Forecast - Simple Exponential Smoothing
| SEKEF Stock | USD 17.55 0.00 0.00% |
The Simple Exponential Smoothing forecasted value of Seiko Epson on the next trading day is expected to be 17.55 with a mean absolute deviation of 0.05 and the sum of the absolute errors of 3.01. Seiko Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Seiko Epson's historical fundamentals, such as revenue growth or operating cash flow patterns.
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Seiko Epson Simple Exponential Smoothing Price Forecast For the 28th of November
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Seiko Epson on the next trading day is expected to be 17.55 with a mean absolute deviation of 0.05, mean absolute percentage error of 0.06, and the sum of the absolute errors of 3.01.Please note that although there have been many attempts to predict Seiko Pink Sheet 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 Seiko Epson's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Seiko Epson Pink Sheet Forecast Pattern
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Seiko Epson Forecasted Value
In the context of forecasting Seiko Epson's Pink Sheet 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. Seiko Epson's downside and upside margins for the forecasting period are 16.14 and 18.96, respectively. We have considered Seiko Epson'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 Seiko Epson pink sheet data series using in forecasting. Note that when a statistical model is used to represent Seiko Epson pink sheet, 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 | 113.4466 |
| Bias | Arithmetic mean of the errors | -0.0125 |
| MAD | Mean absolute deviation | 0.0502 |
| MAPE | Mean absolute percentage error | 0.0028 |
| SAE | Sum of the absolute errors | 3.01 |
Predictive Modules for Seiko Epson
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Seiko Epson. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet 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 Seiko Epson'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.
Other Forecasting Options for Seiko Epson
For every potential investor in Seiko, whether a beginner or expert, Seiko Epson's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Seiko Pink Sheet price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Seiko. Basic forecasting techniques help filter out the noise by identifying Seiko Epson's price trends.View Seiko Epson Related Equities
| Risk & Return | Correlation |
Seiko Epson Technical and Predictive Analytics
The pink sheet market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Seiko Epson'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 Seiko Epson's current price.| Cycle Indicators | ||
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| Math Transform | ||
| Momentum Indicators | ||
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| Volatility Indicators | ||
| Volume Indicators |
Seiko Epson Market Strength Events
Market strength indicators help investors to evaluate how Seiko Epson pink sheet reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Seiko Epson shares will generate the highest return on investment. By undertsting and applying Seiko Epson pink sheet market strength indicators, traders can identify Seiko Epson entry and exit signals to maximize returns.
Seiko Epson Risk Indicators
The analysis of Seiko Epson'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 Seiko Epson's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting seiko pink sheet 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 | 0.335 | |||
| Standard Deviation | 1.38 | |||
| Variance | 1.89 |
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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Other Information on Investing in Seiko Pink Sheet
Seiko Epson financial ratios help investors to determine whether Seiko Pink Sheet 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 Seiko with respect to the benefits of owning Seiko Epson security.