KONE Oyj Pink Sheet Forecast - Polynomial Regression

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

KONE Oyj Polynomial Regression Price Forecast For the 24th of November

Given 90 days horizon, the Polynomial Regression forecasted value of KONE Oyj on the next trading day is expected to be 51.94 with a mean absolute deviation of 0.84, mean absolute percentage error of 1.15, and the sum of the absolute errors of 51.25.

KONE Oyj Pink Sheet Forecast Pattern

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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 KONE Oyj pink sheet data series using in forecasting. Note that when a statistical model is used to represent KONE Oyj 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. A single variable polynomial regression model attempts to put a curve through the KONE Oyj 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 KONE Oyj

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as KONE Oyj. 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.

Hype Prediction Low Estimated High 49.20 51.08 52.96 Details

Intrinsic Valuation Low Real High 41.89 43.77 56.19 Details

Bollinger Band Projection (param) Low Middle High 49.32 52.04 54.77 Details

Other Forecasting Options for KONE Oyj

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

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KONE Oyj 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 KONE Oyj'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 KONE Oyj's current price.

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