Naturgy BAN Stock Forecast - Naive Prediction

GBAN Stock  ARS 2,190  115.00  4.99%   
The Naive Prediction forecasted value of Naturgy BAN SA on the next trading day is expected to be 2,388 with a mean absolute deviation of 55.89 and the sum of the absolute errors of 3,409. Naturgy Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Naturgy BAN stock prices and determine the direction of Naturgy BAN SA's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Naturgy BAN's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for Naturgy BAN is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Naturgy BAN SA value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Naturgy BAN Naive Prediction Price Forecast For the 14th of December 2024

Given 90 days horizon, the Naive Prediction forecasted value of Naturgy BAN SA on the next trading day is expected to be 2,388 with a mean absolute deviation of 55.89, mean absolute percentage error of 6,344, and the sum of the absolute errors of 3,409.
Please note that although there have been many attempts to predict Naturgy 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 Naturgy BAN's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Naturgy BAN Stock Forecast Pattern

Backtest Naturgy BANNaturgy BAN Price PredictionBuy or Sell Advice 

Naturgy BAN Forecasted Value

In the context of forecasting Naturgy BAN'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. Naturgy BAN's downside and upside margins for the forecasting period are 2,385 and 2,391, respectively. We have considered Naturgy BAN'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
2,190
2,388
Expected Value
2,391
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Naturgy BAN stock data series using in forecasting. Note that when a statistical model is used to represent Naturgy BAN 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 Criteria126.8658
BiasArithmetic mean of the errors None
MADMean absolute deviation55.8854
MAPEMean absolute percentage error0.0337
SAESum of the absolute errors3409.0119
This model is not at all useful as a medium-long range forecasting tool of Naturgy BAN SA. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Naturgy BAN. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Naturgy BAN

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Naturgy BAN SA. 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
2,1872,1902,193
Details
Intrinsic
Valuation
LowRealHigh
1,9871,9902,409
Details
Bollinger
Band Projection (param)
LowMiddleHigh
819.661,6122,404
Details

Other Forecasting Options for Naturgy BAN

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

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

Naturgy BAN SA 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 Naturgy BAN'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 Naturgy BAN's current price.

Naturgy BAN Market Strength Events

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

Naturgy BAN Risk Indicators

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

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Other Information on Investing in Naturgy Stock

Naturgy BAN financial ratios help investors to determine whether Naturgy 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 Naturgy with respect to the benefits of owning Naturgy BAN security.