Fractal Gaming Stock Forecast - Polynomial Regression

FRACTL Stock  SEK 31.70  0.20  0.63%   
The Polynomial Regression forecasted value of Fractal Gaming Group on the next trading day is expected to be 31.44 with a mean absolute deviation of 0.37 and the sum of the absolute errors of 22.41. Fractal Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Fractal Gaming stock prices and determine the direction of Fractal Gaming Group's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Fractal Gaming's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Fractal Gaming polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Fractal Gaming Group as well as the accuracy indicators are determined from the period prices.

Fractal Gaming Polynomial Regression Price Forecast For the 24th of November

Given 90 days horizon, the Polynomial Regression forecasted value of Fractal Gaming Group on the next trading day is expected to be 31.44 with a mean absolute deviation of 0.37, mean absolute percentage error of 0.21, and the sum of the absolute errors of 22.41.
Please note that although there have been many attempts to predict Fractal 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 Fractal Gaming's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Fractal Gaming Stock Forecast Pattern

Backtest Fractal GamingFractal Gaming Price PredictionBuy or Sell Advice 

Fractal Gaming Forecasted Value

In the context of forecasting Fractal Gaming'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. Fractal Gaming's downside and upside margins for the forecasting period are 30.12 and 32.76, respectively. We have considered Fractal Gaming'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
31.70
31.44
Expected Value
32.76
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 Fractal Gaming stock data series using in forecasting. Note that when a statistical model is used to represent Fractal Gaming 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 Criteria116.5576
BiasArithmetic mean of the errors None
MADMean absolute deviation0.3673
MAPEMean absolute percentage error0.0109
SAESum of the absolute errors22.4057
A single variable polynomial regression model attempts to put a curve through the Fractal Gaming 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 Fractal Gaming

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Fractal Gaming Group. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Fractal Gaming's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
30.3831.7033.02
Details
Intrinsic
Valuation
LowRealHigh
31.2332.5533.87
Details
Bollinger
Band Projection (param)
LowMiddleHigh
31.5831.7731.96
Details

Other Forecasting Options for Fractal Gaming

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

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

Fractal Gaming Group 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 Fractal Gaming'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 Fractal Gaming's current price.

Fractal Gaming Market Strength Events

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

Fractal Gaming Risk Indicators

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

Thematic Opportunities

Explore Investment Opportunities

Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
Explore Investing Ideas  

Other Information on Investing in Fractal Stock

Fractal Gaming financial ratios help investors to determine whether Fractal Stock 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 Fractal with respect to the benefits of owning Fractal Gaming security.