International Media Stock Forecast - Polynomial Regression

IMAQDelisted Stock  USD 10.85  0.06  0.55%   
The Polynomial Regression forecasted value of International Media Acquisition on the next trading day is expected to be 10.98 with a mean absolute deviation of 0.08 and the sum of the absolute errors of 5.07. International Stock Forecast is based on your current time horizon.
  
International Media polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for International Media Acquisition as well as the accuracy indicators are determined from the period prices.

International Media Polynomial Regression Price Forecast For the 17th of December 2024

Given 90 days horizon, the Polynomial Regression forecasted value of International Media Acquisition on the next trading day is expected to be 10.98 with a mean absolute deviation of 0.08, mean absolute percentage error of 0.01, and the sum of the absolute errors of 5.07.
Please note that although there have been many attempts to predict International Stock 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 International Media's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

International Media Stock Forecast Pattern

Backtest International MediaInternational Media Price PredictionBuy or Sell Advice 

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 International Media stock data series using in forecasting. Note that when a statistical model is used to represent International Media stock, 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 Criteria113.7201
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0831
MAPEMean absolute percentage error0.0072
SAESum of the absolute errors5.0681
A single variable polynomial regression model attempts to put a curve through the International Media 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 International Media

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as International Media. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock 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
10.8510.8510.85
Details
Intrinsic
Valuation
LowRealHigh
9.449.4411.94
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as International Media. Your research has to be compared to or analyzed against International Media's peers to derive any actionable benefits. When done correctly, International Media's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in International Media.

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

International Media Market Strength Events

Market strength indicators help investors to evaluate how International Media stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading International Media shares will generate the highest return on investment. By undertsting and applying International Media stock market strength indicators, traders can identify International Media Acquisition entry and exit signals to maximize returns.

International Media Risk Indicators

The analysis of International Media'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 International Media's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting international stock 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.
Check out Risk vs Return Analysis 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 nation.
You can also try the Pattern Recognition module to use different Pattern Recognition models to time the market across multiple global exchanges.

Other Consideration for investing in International Stock

If you are still planning to invest in International Media 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 International Media's history and understand the potential risks before investing.
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