ENIGMATIG Stock Forecast - Polynomial Regression

EGG Stock   4.77  0.37  8.41%   
The Polynomial Regression forecasted value of ENIGMATIG LIMITED on the next trading day is expected to be 4.34 with a mean absolute deviation of 0.31 and the sum of the absolute errors of 18.87. ENIGMATIG Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of ENIGMATIG's historical fundamentals, such as revenue growth or operating cash flow patterns.
ENIGMATIG polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for ENIGMATIG LIMITED as well as the accuracy indicators are determined from the period prices.

ENIGMATIG Polynomial Regression Price Forecast For the 26th of December

Given 90 days horizon, the Polynomial Regression forecasted value of ENIGMATIG LIMITED on the next trading day is expected to be 4.34 with a mean absolute deviation of 0.31, mean absolute percentage error of 0.16, and the sum of the absolute errors of 18.87.
Please note that although there have been many attempts to predict ENIGMATIG 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 ENIGMATIG's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

ENIGMATIG Stock Forecast Pattern

Backtest ENIGMATIGENIGMATIG Price PredictionBuy or Sell Advice 

ENIGMATIG Forecasted Value

In the context of forecasting ENIGMATIG'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. ENIGMATIG's downside and upside margins for the forecasting period are 0.05 and 12.24, respectively. We have considered ENIGMATIG'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
4.77
4.34
Expected Value
12.24
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 ENIGMATIG stock data series using in forecasting. Note that when a statistical model is used to represent ENIGMATIG 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 Criteria116.279
BiasArithmetic mean of the errors None
MADMean absolute deviation0.3094
MAPEMean absolute percentage error0.074
SAESum of the absolute errors18.8711
A single variable polynomial regression model attempts to put a curve through the ENIGMATIG 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 ENIGMATIG

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ENIGMATIG LIMITED. 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
0.244.8012.76
Details
Intrinsic
Valuation
LowRealHigh
0.214.1912.15
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as ENIGMATIG. Your research has to be compared to or analyzed against ENIGMATIG's peers to derive any actionable benefits. When done correctly, ENIGMATIG'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 ENIGMATIG LIMITED.

Other Forecasting Options for ENIGMATIG

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

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

ENIGMATIG LIMITED 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 ENIGMATIG'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 ENIGMATIG's current price.

ENIGMATIG Market Strength Events

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

ENIGMATIG Risk Indicators

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

Currently Active Assets on Macroaxis

When determining whether ENIGMATIG LIMITED is a strong investment it is important to analyze ENIGMATIG's competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact ENIGMATIG's future performance. For an informed investment choice regarding ENIGMATIG Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of ENIGMATIG to cross-verify your projections.
You can also try the Technical Analysis module to check basic technical indicators and analysis based on most latest market data.
Is Consulting Services space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of ENIGMATIG. If investors know ENIGMATIG will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about ENIGMATIG listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
The market value of ENIGMATIG LIMITED is measured differently than its book value, which is the value of ENIGMATIG that is recorded on the company's balance sheet. Investors also form their own opinion of ENIGMATIG's value that differs from its market value or its book value, called intrinsic value, which is ENIGMATIG's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because ENIGMATIG's market value can be influenced by many factors that don't directly affect ENIGMATIG's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between ENIGMATIG's value and its price as these two are different measures arrived at by different means. Investors typically determine if ENIGMATIG is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, ENIGMATIG'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.