NEL ASA Stock Forecast - Polynomial Regression

D7GA Stock  EUR 7.20  0.15  2.13%   
The Polynomial Regression forecasted value of NEL ASA ADR30 on the next trading day is expected to be 7.65 with a mean absolute deviation of 0.54 and the sum of the absolute errors of 32.94. NEL Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of NEL ASA's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
NEL ASA polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for NEL ASA ADR30 as well as the accuracy indicators are determined from the period prices.

NEL ASA Polynomial Regression Price Forecast For the 25th of November

Given 90 days horizon, the Polynomial Regression forecasted value of NEL ASA ADR30 on the next trading day is expected to be 7.65 with a mean absolute deviation of 0.54, mean absolute percentage error of 0.49, and the sum of the absolute errors of 32.94.
Please note that although there have been many attempts to predict NEL 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 NEL ASA's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

NEL ASA Stock Forecast Pattern

Backtest NEL ASANEL ASA Price PredictionBuy or Sell Advice 

NEL ASA Forecasted Value

In the context of forecasting NEL ASA'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. NEL ASA's downside and upside margins for the forecasting period are 2.62 and 12.69, respectively. We have considered NEL ASA'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
7.20
7.65
Expected Value
12.69
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 NEL ASA stock data series using in forecasting. Note that when a statistical model is used to represent NEL ASA 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 Criteria117.3996
BiasArithmetic mean of the errors None
MADMean absolute deviation0.54
MAPEMean absolute percentage error0.0508
SAESum of the absolute errors32.9377
A single variable polynomial regression model attempts to put a curve through the NEL ASA 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 NEL ASA

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as NEL ASA ADR30. 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
2.167.2012.24
Details
Intrinsic
Valuation
LowRealHigh
1.876.9111.95
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as NEL ASA. Your research has to be compared to or analyzed against NEL ASA's peers to derive any actionable benefits. When done correctly, NEL ASA'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 NEL ASA ADR30.

Other Forecasting Options for NEL ASA

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

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

NEL ASA ADR30 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 NEL ASA'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 NEL ASA's current price.

NEL ASA Market Strength Events

Market strength indicators help investors to evaluate how NEL ASA stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading NEL ASA shares will generate the highest return on investment. By undertsting and applying NEL ASA stock market strength indicators, traders can identify NEL ASA ADR30 entry and exit signals to maximize returns.

NEL ASA Risk Indicators

The analysis of NEL ASA'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 NEL ASA's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting nel 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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Other Information on Investing in NEL Stock

NEL ASA financial ratios help investors to determine whether NEL 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 NEL with respect to the benefits of owning NEL ASA security.