Shin Etsu Pink Sheet Forecast - Polynomial Regression

SHECY Stock  USD 18.15  0.02  0.11%   
The Polynomial Regression forecasted value of Shin Etsu Chemical Co on the next trading day is expected to be 17.76 with a mean absolute deviation of 0.47 and the sum of the absolute errors of 28.84. Shin Pink Sheet Forecast is based on your current time horizon.
  
Shin Etsu 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 Polynomial Regression Price Forecast For the 23rd of November

Given 90 days horizon, the Polynomial Regression forecasted value of Shin Etsu Chemical Co on the next trading day is expected to be 17.76 with a mean absolute deviation of 0.47, mean absolute percentage error of 0.34, and the sum of the absolute errors of 28.84.
Please note that although there have been many attempts to predict Shin 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's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Shin Etsu Pink Sheet Forecast Pattern

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Shin Etsu Forecasted Value

In the context of forecasting Shin Etsu'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's downside and upside margins for the forecasting period are 16.17 and 19.36, respectively. We have considered Shin Etsu'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
18.15
17.76
Expected Value
19.36
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 pink sheet data series using in forecasting. Note that when a statistical model is used to represent Shin Etsu 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 Criteria117.041
BiasArithmetic mean of the errors None
MADMean absolute deviation0.4728
MAPEMean absolute percentage error0.0238
SAESum of the absolute errors28.8419
A single variable polynomial regression model attempts to put a curve through the Shin Etsu 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

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'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
16.5518.1519.75
Details
Intrinsic
Valuation
LowRealHigh
17.5019.1020.70
Details

Other Forecasting Options for Shin Etsu

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

Shin Etsu 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 Shin Etsu pink sheet to make a market-neutral strategy. Peer analysis of Shin Etsu could also be used in its relative valuation, which is a method of valuing Shin Etsu by comparing valuation metrics with similar companies.
 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'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's current price.

Shin Etsu Market Strength Events

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

Shin Etsu Risk Indicators

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

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.

Additional Tools for Shin Pink Sheet Analysis

When running Shin Etsu's price analysis, check to measure Shin Etsu'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 Shin Etsu is operating at the current time. Most of Shin Etsu's value examination focuses on studying past and present price action to predict the probability of Shin Etsu's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Shin Etsu's price. Additionally, you may evaluate how the addition of Shin Etsu to your portfolios can decrease your overall portfolio volatility.