Enel Generacin Stock Forecast - 20 Period Moving Average

ENELGXCH  CLP 369.59  4.48  1.20%   
The 20 Period Moving Average forecasted value of Enel Generacin Chile on the next trading day is expected to be 368.21 with a mean absolute deviation of 10.06 and the sum of the absolute errors of 422.45. Enel Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Enel Generacin stock prices and determine the direction of Enel Generacin Chile's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Enel Generacin's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A commonly used 20-period moving average forecast model for Enel Generacin Chile is based on a synthetically constructed Enel Generacindaily price series in which the value for a trading day is replaced by the mean of that value and the values for 20 of preceding and succeeding time periods. This model is best suited for price series data that changes over time.

Enel Generacin 20 Period Moving Average Price Forecast For the 30th of November

Given 90 days horizon, the 20 Period Moving Average forecasted value of Enel Generacin Chile on the next trading day is expected to be 368.21 with a mean absolute deviation of 10.06, mean absolute percentage error of 125.47, and the sum of the absolute errors of 422.45.
Please note that although there have been many attempts to predict Enel 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 Enel Generacin's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Enel Generacin Stock Forecast Pattern

Backtest Enel GeneracinEnel Generacin Price PredictionBuy or Sell Advice 

Enel Generacin Forecasted Value

In the context of forecasting Enel Generacin'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. Enel Generacin's downside and upside margins for the forecasting period are 367.45 and 368.97, respectively. We have considered Enel Generacin'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
369.59
367.45
Downside
368.21
Expected Value
368.97
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 20 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Enel Generacin stock data series using in forecasting. Note that when a statistical model is used to represent Enel Generacin 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 Criteria88.0229
BiasArithmetic mean of the errors -10.0584
MADMean absolute deviation10.0584
MAPEMean absolute percentage error0.028
SAESum of the absolute errors422.454
The eieght-period moving average method has an advantage over other forecasting models in that it does smooth out peaks and valleys in a set of daily observations. Enel Generacin Chile 20-period moving average forecast can only be used reliably to predict one or two periods into the future.

Predictive Modules for Enel Generacin

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Enel Generacin Chile. 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
368.83369.59370.35
Details
Intrinsic
Valuation
LowRealHigh
333.40334.16406.55
Details
Bollinger
Band Projection (param)
LowMiddleHigh
345.67364.29382.90
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Enel Generacin. Your research has to be compared to or analyzed against Enel Generacin's peers to derive any actionable benefits. When done correctly, Enel Generacin'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 Enel Generacin Chile.

Other Forecasting Options for Enel Generacin

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

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

Enel Generacin Chile 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 Enel Generacin'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 Enel Generacin's current price.

Enel Generacin Market Strength Events

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

Enel Generacin Risk Indicators

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

Pair Trading with Enel Generacin

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Enel Generacin position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Enel Generacin will appreciate offsetting losses from the drop in the long position's value.

Moving together with Enel Stock

  0.66AAISA Administradora AmericanaPairCorr
  0.83ENLASA Energia Latina SAPairCorr

Moving against Enel Stock

  0.78ANDINAA Embotelladora AndinaPairCorr
  0.7LASCONDES Las CondesPairCorr
The ability to find closely correlated positions to Enel Generacin could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Enel Generacin when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Enel Generacin - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Enel Generacin Chile to buy it.
The correlation of Enel Generacin is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Enel Generacin moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Enel Generacin Chile moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Enel Generacin can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching

Other Information on Investing in Enel Stock

Enel Generacin financial ratios help investors to determine whether Enel 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 Enel with respect to the benefits of owning Enel Generacin security.