PT Astra Pink Sheet Forecast - Naive Prediction

A naive forecasting model for PT Astra is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of PT Astra International 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.

PT Astra Naive Prediction Price Forecast For the 27th of November

Given 90 days horizon, the Naive Prediction forecasted value of PT Astra International on the next trading day is expected to be 0.0004 with a mean absolute deviation of 0.000089, mean absolute percentage error of 0.00000001, and the sum of the absolute errors of 0.01.

PT Astra Pink Sheet Forecast Pattern

PT Astra Forecasted Value

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 PT Astra pink sheet data series using in forecasting. Note that when a statistical model is used to represent PT Astra pink sheet, 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. This model is not at all useful as a medium-long range forecasting tool of PT Astra International. 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 PT Astra. 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 PT Astra

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as PT Astra International. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet 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.

Other Forecasting Options for PT Astra

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

PT Astra Related Equities

Risk & Return

Correlation

PT Astra International Technical and Predictive Analytics

The pink sheet market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of PT Astra'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 PT Astra's current price.

PT Astra Market Strength Events

PT Astra Risk Indicators

Currently Active Assets on Macroaxis