The Polynomial Regression forecasted value of Entertainment Arts Research on the next trading day is expected to be 0.000096 with a mean absolute deviation of 0.00000387 and the sum of the absolute errors of 0.0002. Entertainment Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Entertainment Arts' historical fundamentals, such as revenue growth or operating cash flow patterns.
Entertainment
Entertainment Arts polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Entertainment Arts Research as well as the accuracy indicators are determined from the period prices.
Entertainment Arts Polynomial Regression Price Forecast For the 25th of July
Given 90 days horizon, the Polynomial Regression forecasted value of Entertainment Arts Research on the next trading day is expected to be 0.000096 with a mean absolute deviation of 0.00000387, mean absolute percentage error of 0, and the sum of the absolute errors of 0.0002.
Please note that although there have been many attempts to predict Entertainment 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 Entertainment Arts' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
In the context of forecasting Entertainment Arts' 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. Entertainment Arts' downside and upside margins for the forecasting period are 0.000001 and 127.84, respectively. We have considered Entertainment Arts' 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.
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 Entertainment Arts pink sheet data series using in forecasting. Note that when a statistical model is used to represent Entertainment Arts 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.
AIC
Akaike Information Criteria
95.5254
Bias
Arithmetic mean of the errors
None
MAD
Mean absolute deviation
0.0
MAPE
Mean absolute percentage error
9.223372036854776E14
SAE
Sum of the absolute errors
2.0E-4
A single variable polynomial regression model attempts to put a curve through the Entertainment Arts 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 Entertainment Arts
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Entertainment Arts. 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.
For every potential investor in Entertainment, whether a beginner or expert, Entertainment Arts' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Entertainment Pink Sheet price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Entertainment. Basic forecasting techniques help filter out the noise by identifying Entertainment Arts' price trends.
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 Entertainment Arts pink sheet to make a market-neutral strategy. Peer analysis of Entertainment Arts could also be used in its relative valuation, which is a method of valuing Entertainment Arts by comparing valuation metrics with similar companies.
Entertainment Arts 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 Entertainment Arts' 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 Entertainment Arts' current price.
Market strength indicators help investors to evaluate how Entertainment Arts 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 Entertainment Arts shares will generate the highest return on investment. By undertsting and applying Entertainment Arts pink sheet market strength indicators, traders can identify Entertainment Arts Research entry and exit signals to maximize returns.
Other Information on Investing in Entertainment Pink Sheet
Entertainment Arts financial ratios help investors to determine whether Entertainment 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 Entertainment with respect to the benefits of owning Entertainment Arts security.