Shin-Etsu Chemical Pink Sheet Forecast - Polynomial Regression

SHECF Stock  USD 31.93  0.07  0.22%   
The Polynomial Regression forecasted value of Shin Etsu Chemical Co on the next trading day is expected to be 32.12 with a mean absolute deviation of 0.96 and the sum of the absolute errors of 59.21. Shin-Etsu Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Shin-Etsu Chemical's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Shin-Etsu Chemical polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Shin Etsu Chemical Co as well as the accuracy indicators are determined from the period prices.

Shin-Etsu Chemical Polynomial Regression Price Forecast For the 23rd of January

Given 90 days horizon, the Polynomial Regression forecasted value of Shin Etsu Chemical Co on the next trading day is expected to be 32.12 with a mean absolute deviation of 0.96, mean absolute percentage error of 1.49, and the sum of the absolute errors of 59.21.
Please note that although there have been many attempts to predict Shin-Etsu 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 Shin-Etsu Chemical's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Shin-Etsu Chemical Pink Sheet Forecast Pattern

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Shin-Etsu Chemical Forecasted Value

In the context of forecasting Shin-Etsu Chemical'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. Shin-Etsu Chemical's downside and upside margins for the forecasting period are 28.34 and 35.90, respectively. We have considered Shin-Etsu 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
31.93
32.12
Expected Value
35.90
Upside

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 Shin-Etsu Chemical pink sheet data series using in forecasting. Note that when a statistical model is used to represent Shin-Etsu Chemical 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.
AICAkaike Information Criteria120.348
BiasArithmetic mean of the errors None
MADMean absolute deviation0.955
MAPEMean absolute percentage error0.0265
SAESum of the absolute errors59.2111
A single variable polynomial regression model attempts to put a curve through the Shin-Etsu Chemical historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for Shin-Etsu 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 Shin Etsu Chemical. 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 Shin-Etsu Chemical'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.
Hype
Prediction
LowEstimatedHigh
28.1732.0035.83
Details
Intrinsic
Valuation
LowRealHigh
24.7228.5532.38
Details

Other Forecasting Options for Shin-Etsu Chemical

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

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 Risk & Return  Correlation

Shin Etsu Chemical 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 Shin-Etsu 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 Shin-Etsu Chemical's current price.

Shin-Etsu Chemical Market Strength Events

Market strength indicators help investors to evaluate how Shin-Etsu Chemical 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 Shin-Etsu Chemical shares will generate the highest return on investment. By undertsting and applying Shin-Etsu Chemical pink sheet market strength indicators, traders can identify Shin Etsu Chemical Co entry and exit signals to maximize returns.

Shin-Etsu Chemical Risk Indicators

The analysis of Shin-Etsu 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 Shin-Etsu Chemical's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting shin-etsu 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.
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 Shin-Etsu Pink Sheet

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