Duta Pertiwi Stock Forecast - Polynomial Regression

Duta Pertiwi polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Duta Pertiwi Tbk as well as the accuracy indicators are determined from the period prices.

Duta Pertiwi Polynomial Regression Price Forecast For the 26th of November

Given 90 days horizon, the Polynomial Regression forecasted value of Duta Pertiwi Tbk on the next trading day is expected to be 4,272 with a mean absolute deviation of 80.22, mean absolute percentage error of 13,740, and the sum of the absolute errors of 4,894.

Duta Pertiwi Stock Forecast Pattern

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Duta Pertiwi Forecasted Value

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Duta Pertiwi stock data series using in forecasting. Note that when a statistical model is used to represent Duta Pertiwi 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. A single variable polynomial regression model attempts to put a curve through the Duta Pertiwi historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a₀ + a₁*X + a₂*X² + a₃*X³ + ... + a_m*X^m

Predictive Modules for Duta Pertiwi

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Duta Pertiwi 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 4,348 4,350 4,352 Details

Intrinsic Valuation Low Real High 3,595 3,597 4,785 Details

Bollinger Band Projection (param) Low Middle High 4,300 4,408 4,515 Details

Other Forecasting Options for Duta Pertiwi

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

Duta Pertiwi Related Equities

Risk & Return

Correlation

Duta Pertiwi 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 Duta Pertiwi'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 Duta Pertiwi's current price.

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