Engcon AB Stock Forecast - Polynomial Regression

ENGCON-B   83.20  0.00  0.00%   
The Polynomial Regression forecasted value of engcon AB Cl on the next trading day is expected to be 85.04 with a mean absolute deviation of 1.58 and the sum of the absolute errors of 96.40. Engcon Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Engcon AB stock prices and determine the direction of engcon AB Cl's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Engcon AB's historical fundamentals, such as revenue growth or operating cash flow patterns.
At this time the value of rsi of Engcon AB's share price is below 20 suggesting that the stock is significantly oversold. The fundamental principle of the Relative Strength Index (RSI) is to quantify the velocity at which market participants are driving the price of a financial instrument upwards or downwards.

Momentum 0

 Sell Peaked

 
Oversold
 
Overbought
The successful prediction of Engcon AB's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with engcon AB Cl, which may create opportunities for some arbitrage if properly timed.
Using Engcon AB hype-based prediction, you can estimate the value of engcon AB Cl from the perspective of Engcon AB response to recently generated media hype and the effects of current headlines on its competitors.
The Polynomial Regression forecasted value of engcon AB Cl on the next trading day is expected to be 85.04 with a mean absolute deviation of 1.58 and the sum of the absolute errors of 96.40.

Engcon AB after-hype prediction price

    
  SEK 83.2  
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
  
Check out Historical Fundamental Analysis of Engcon AB to cross-verify your projections.

Engcon AB Additional Predictive Modules

Most predictive techniques to examine Engcon price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Engcon using various technical indicators. When you analyze Engcon charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.
Engcon AB polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for engcon AB Cl as well as the accuracy indicators are determined from the period prices.

Engcon AB Polynomial Regression Price Forecast For the 3rd of January

Given 90 days horizon, the Polynomial Regression forecasted value of engcon AB Cl on the next trading day is expected to be 85.04 with a mean absolute deviation of 1.58, mean absolute percentage error of 3.96, and the sum of the absolute errors of 96.40.
Please note that although there have been many attempts to predict Engcon 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 Engcon AB's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Engcon AB Stock Forecast Pattern

Backtest Engcon ABEngcon AB Price PredictionBuy or Sell Advice 

Engcon AB Forecasted Value

In the context of forecasting Engcon AB'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. Engcon AB's downside and upside margins for the forecasting period are 83.14 and 86.93, respectively. We have considered Engcon AB'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
83.20
85.04
Expected Value
86.93
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 Engcon AB stock data series using in forecasting. Note that when a statistical model is used to represent Engcon AB 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 Criteria119.4866
BiasArithmetic mean of the errors None
MADMean absolute deviation1.5804
MAPEMean absolute percentage error0.0204
SAESum of the absolute errors96.4044
A single variable polynomial regression model attempts to put a curve through the Engcon AB 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 Engcon AB

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as engcon AB Cl. 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
81.3283.2085.08
Details
Intrinsic
Valuation
LowRealHigh
79.6681.5483.42
Details
Bollinger
Band Projection (param)
LowMiddleHigh
75.0179.3483.66
Details

Other Forecasting Options for Engcon AB

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

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

engcon AB Cl 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 Engcon AB'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 Engcon AB's current price.

Engcon AB Market Strength Events

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

Engcon AB Risk Indicators

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

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Other Information on Investing in Engcon Stock

Engcon AB financial ratios help investors to determine whether Engcon 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 Engcon with respect to the benefits of owning Engcon AB security.