NEW WORLD Stock Forecast - Polynomial Regression

NWDA Stock  EUR 0.64  0.01  1.54%   
The Polynomial Regression forecasted value of NEW WORLD DEVCO on the next trading day is expected to be 0.60 with a mean absolute deviation of 0.02 and the sum of the absolute errors of 1.51. NEW Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of NEW WORLD's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
NEW WORLD polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for NEW WORLD DEVCO as well as the accuracy indicators are determined from the period prices.

NEW WORLD Polynomial Regression Price Forecast For the 23rd of December

Given 90 days horizon, the Polynomial Regression forecasted value of NEW WORLD DEVCO on the next trading day is expected to be 0.60 with a mean absolute deviation of 0.02, mean absolute percentage error of 0.0009, and the sum of the absolute errors of 1.51.
Please note that although there have been many attempts to predict NEW 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 NEW WORLD's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

NEW WORLD Stock Forecast Pattern

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NEW WORLD Forecasted Value

In the context of forecasting NEW WORLD'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. NEW WORLD's downside and upside margins for the forecasting period are 0.01 and 4.53, respectively. We have considered NEW WORLD'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
0.64
0.60
Expected Value
4.53
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 NEW WORLD stock data series using in forecasting. Note that when a statistical model is used to represent NEW WORLD 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 Criteria111.0828
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0247
MAPEMean absolute percentage error0.0279
SAESum of the absolute errors1.5066
A single variable polynomial regression model attempts to put a curve through the NEW WORLD 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 NEW WORLD

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as NEW WORLD DEVCO. 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
0.030.644.57
Details
Intrinsic
Valuation
LowRealHigh
0.030.614.54
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as NEW WORLD. Your research has to be compared to or analyzed against NEW WORLD's peers to derive any actionable benefits. When done correctly, NEW WORLD'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 NEW WORLD DEVCO.

Other Forecasting Options for NEW WORLD

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

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

NEW WORLD DEVCO 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 NEW WORLD'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 NEW WORLD's current price.

NEW WORLD Market Strength Events

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

NEW WORLD Risk Indicators

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

Other Information on Investing in NEW Stock

NEW WORLD financial ratios help investors to determine whether NEW 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 NEW with respect to the benefits of owning NEW WORLD security.