Panin Sekuritas Stock Forecast - 4 Period Moving Average

A four-period moving average forecast model for Panin Sekuritas Tbk 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.

Panin Sekuritas 4 Period Moving Average Price Forecast For the 23rd of November

Given 90 days horizon, the 4 Period Moving Average forecasted value of Panin Sekuritas Tbk on the next trading day is expected to be 1,639 with a mean absolute deviation of 9.21, mean absolute percentage error of 153.84, and the sum of the absolute errors of 525.00.

Panin Sekuritas Stock Forecast Pattern

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Panin Sekuritas 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 Panin Sekuritas stock data series using in forecasting. Note that when a statistical model is used to represent Panin Sekuritas 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 Panin Sekuritas. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for Panin Sekuritas Tbk and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for Panin Sekuritas

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Panin Sekuritas Tbk. 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 1,634 1,635 1,636 Details

Intrinsic Valuation Low Real High 1,503 1,504 1,798 Details

Bollinger Band Projection (param) Low Middle High 1,620 1,645 1,670 Details

Other Forecasting Options for Panin Sekuritas

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

Panin Sekuritas Related Equities

Risk & Return

Correlation

Panin Sekuritas Tbk 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 Panin Sekuritas' 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 Panin Sekuritas' current price.

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