Otsuka Pink Sheet Forecast - Polynomial Regression

OSUKFDelisted Stock  USD 40.54  0.00  0.00%   
The Polynomial Regression forecasted value of Otsuka on the next trading day is expected to be 39.70 with a mean absolute deviation of 0.61 and the sum of the absolute errors of 37.37. Otsuka Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Otsuka's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Otsuka polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Otsuka as well as the accuracy indicators are determined from the period prices.

Otsuka Polynomial Regression Price Forecast For the 5th of December

Given 90 days horizon, the Polynomial Regression forecasted value of Otsuka on the next trading day is expected to be 39.70 with a mean absolute deviation of 0.61, mean absolute percentage error of 0.63, and the sum of the absolute errors of 37.37.
Please note that although there have been many attempts to predict Otsuka 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 Otsuka's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Otsuka Pink Sheet Forecast Pattern

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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 Otsuka pink sheet data series using in forecasting. Note that when a statistical model is used to represent Otsuka 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 Criteria117.6437
BiasArithmetic mean of the errors None
MADMean absolute deviation0.6126
MAPEMean absolute percentage error0.0165
SAESum of the absolute errors37.3708
A single variable polynomial regression model attempts to put a curve through the Otsuka 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 Otsuka

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Otsuka. 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
40.5440.5440.54
Details
Intrinsic
Valuation
LowRealHigh
33.0833.0844.59
Details
Bollinger
Band Projection (param)
LowMiddleHigh
40.5140.5140.51
Details

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

Otsuka Market Strength Events

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

Otsuka Risk Indicators

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

Currently Active Assets on Macroaxis

Check out Your Equity Center to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in industry.
You can also try the Equity Analysis module to research over 250,000 global equities including funds, stocks and ETFs to find investment opportunities.

Other Consideration for investing in Otsuka Pink Sheet

If you are still planning to invest in Otsuka check if it may still be traded through OTC markets such as Pink Sheets or OTC Bulletin Board. You may also purchase it directly from the company, but this is not always possible and may require contacting the company directly. Please note that delisted stocks are often considered to be more risky investments, as they are no longer subject to the same regulatory and reporting requirements as listed stocks. Therefore, it is essential to carefully research the Otsuka's history and understand the potential risks before investing.
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