Take-Two Interactive Stock Forecast - Polynomial Regression

TKE Stock  EUR 178.30  2.70  1.49%   
The Polynomial Regression forecasted value of Take Two Interactive Software on the next trading day is expected to be 184.78 with a mean absolute deviation of 1.82 and the sum of the absolute errors of 111.14. Take-Two Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Take-Two Interactive's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Take-Two Interactive polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Take Two Interactive Software as well as the accuracy indicators are determined from the period prices.

Take-Two Interactive Polynomial Regression Price Forecast For the 24th of November

Given 90 days horizon, the Polynomial Regression forecasted value of Take Two Interactive Software on the next trading day is expected to be 184.78 with a mean absolute deviation of 1.82, mean absolute percentage error of 6.01, and the sum of the absolute errors of 111.14.
Please note that although there have been many attempts to predict Take-Two 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 Take-Two Interactive's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Take-Two Interactive Stock Forecast Pattern

Backtest Take-Two InteractiveTake-Two Interactive Price PredictionBuy or Sell Advice 

Take-Two Interactive Forecasted Value

In the context of forecasting Take-Two Interactive's Stock 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. Take-Two Interactive's downside and upside margins for the forecasting period are 183.22 and 186.35, respectively. We have considered Take-Two Interactive'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
178.30
183.22
Downside
184.78
Expected Value
186.35
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 Take-Two Interactive stock data series using in forecasting. Note that when a statistical model is used to represent Take-Two Interactive 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 Criteria119.9034
BiasArithmetic mean of the errors None
MADMean absolute deviation1.822
MAPEMean absolute percentage error0.0121
SAESum of the absolute errors111.1399
A single variable polynomial regression model attempts to put a curve through the Take-Two Interactive 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 Take-Two Interactive

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Take Two Interactive. 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
176.75178.30179.85
Details
Intrinsic
Valuation
LowRealHigh
165.40166.94196.13
Details
Bollinger
Band Projection (param)
LowMiddleHigh
175.49177.57179.64
Details

Other Forecasting Options for Take-Two Interactive

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

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

Take Two Interactive Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Take-Two Interactive'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 Take-Two Interactive's current price.

Take-Two Interactive Market Strength Events

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

Take-Two Interactive Risk Indicators

The analysis of Take-Two Interactive'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 Take-Two Interactive's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting take-two 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.

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Additional Information and Resources on Investing in Take-Two Stock

When determining whether Take Two Interactive offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Take-Two Interactive's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Take Two Interactive Software Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Take Two Interactive Software Stock:
Check out Historical Fundamental Analysis of Take-Two Interactive to cross-verify your projections.
You can also try the Earnings Calls module to check upcoming earnings announcements updated hourly across public exchanges.
Please note, there is a significant difference between Take-Two Interactive's value and its price as these two are different measures arrived at by different means. Investors typically determine if Take-Two Interactive is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Take-Two Interactive's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.