Ushio Pink Sheet Forecast - Polynomial Regression

UHOIF Stock  USD 14.00  0.00  0.00%   
The Polynomial Regression forecasted value of Ushio Inc on the next trading day is expected to be 14.07 with a mean absolute deviation of 0.12 and the sum of the absolute errors of 7.27. Ushio Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Ushio's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Ushio polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Ushio Inc as well as the accuracy indicators are determined from the period prices.

Ushio Polynomial Regression Price Forecast For the 5th of December

Given 90 days horizon, the Polynomial Regression forecasted value of Ushio Inc on the next trading day is expected to be 14.07 with a mean absolute deviation of 0.12, mean absolute percentage error of 0.03, and the sum of the absolute errors of 7.27.
Please note that although there have been many attempts to predict Ushio 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 Ushio's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Ushio Pink Sheet Forecast Pattern

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Ushio Forecasted Value

In the context of forecasting Ushio'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. Ushio's downside and upside margins for the forecasting period are 12.87 and 15.26, respectively. We have considered Ushio'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
14.00
14.07
Expected Value
15.26
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 Ushio pink sheet data series using in forecasting. Note that when a statistical model is used to represent Ushio 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 Criteria114.7456
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1191
MAPEMean absolute percentage error0.0087
SAESum of the absolute errors7.2658
A single variable polynomial regression model attempts to put a curve through the Ushio 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 Ushio

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Ushio Inc. 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.
Hype
Prediction
LowEstimatedHigh
12.8014.0015.20
Details
Intrinsic
Valuation
LowRealHigh
12.6213.8215.02
Details
Bollinger
Band Projection (param)
LowMiddleHigh
14.0214.0214.02
Details

Other Forecasting Options for Ushio

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

Ushio 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 Ushio pink sheet to make a market-neutral strategy. Peer analysis of Ushio could also be used in its relative valuation, which is a method of valuing Ushio by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Ushio Inc 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 Ushio'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 Ushio's current price.

Ushio Market Strength Events

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

Ushio Risk Indicators

The analysis of Ushio'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 Ushio's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ushio 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 Ushio Pink Sheet

Ushio financial ratios help investors to determine whether Ushio 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 Ushio with respect to the benefits of owning Ushio security.