CPFL Energia Stock Forecast - 4 Period Moving Average

A four-period moving average forecast model for CPFL Energia SA is based on an artificially constructed daily price series in which the value for a given day is replaced by the mean of that value and the values for four preceding and succeeding time periods. This model is best suited to forecast equities with high volatility.

CPFL Energia 4 Period Moving Average Price Forecast For the 30th of November

Given 90 days horizon, the 4 Period Moving Average forecasted value of CPFL Energia SA on the next trading day is expected to be 33.28 with a mean absolute deviation of 0.27, mean absolute percentage error of 0.14, and the sum of the absolute errors of 15.58.

CPFL Energia Stock Forecast Pattern

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CPFL Energia Forecasted Value

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 4 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of CPFL Energia stock data series using in forecasting. Note that when a statistical model is used to represent CPFL Energia 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. The four period moving average method has an advantage over other forecasting models in that it does smooth out peaks and troughs in a set of daily price observations of CPFL Energia. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for CPFL Energia SA and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for CPFL Energia

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as CPFL Energia 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 Low Estimated High 32.36 33.27 34.18 Details

Intrinsic Valuation Low Real High 28.80 29.71 36.60 Details

Bollinger Band Projection (param) Low Middle High 32.01 32.71 33.41 Details

Please note, it is not enough to conduct a financial or market analysis of a single entity such as CPFL Energia. Your research has to be compared to or analyzed against CPFL Energia's peers to derive any actionable benefits. When done correctly, CPFL Energia'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 CPFL Energia SA.

Other Forecasting Options for CPFL Energia

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

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Correlation

CPFL Energia 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 CPFL Energia'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 CPFL Energia's current price.

CPFL Energia Market Strength Events

CPFL Energia Risk Indicators

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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.

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