Wahana Ottomitra Stock Forecast - Naive Prediction

A naive forecasting model for Wahana Ottomitra is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Wahana Ottomitra Multiartha 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.

Wahana Ottomitra Naive Prediction Price Forecast For the 5th of December

Given 90 days horizon, the Naive Prediction forecasted value of Wahana Ottomitra Multiartha on the next trading day is expected to be 363.30 with a mean absolute deviation of 2.46, mean absolute percentage error of 12.86, and the sum of the absolute errors of 149.84.

Wahana Ottomitra Stock Forecast Pattern

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Wahana Ottomitra 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 Wahana Ottomitra stock data series using in forecasting. Note that when a statistical model is used to represent Wahana Ottomitra 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. This model is not at all useful as a medium-long range forecasting tool of Wahana Ottomitra Multiartha. 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 Wahana Ottomitra. 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 Wahana Ottomitra

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Wahana Ottomitra Mul. 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 352.97 354.00 355.03 Details

Intrinsic Valuation Low Real High 352.90 353.93 354.96 Details

Bollinger Band Projection (param) Low Middle High 351.03 355.76 360.50 Details

Other Forecasting Options for Wahana Ottomitra

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

Wahana Ottomitra Related Equities

Risk & Return

Correlation

Wahana Ottomitra Mul 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 Wahana Ottomitra'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 Wahana Ottomitra's current price.

Wahana Ottomitra Market Strength Events

Wahana Ottomitra Risk Indicators

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