Kumho Petro Stock Forecast - Polynomial Regression

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

Kumho Petro Polynomial Regression Price Forecast For the 30th of December

Given 90 days horizon, the Polynomial Regression forecasted value of Kumho Petro Chemical on the next trading day is expected to be 95,867 with a mean absolute deviation of 5,115, mean absolute percentage error of 36,741,371, and the sum of the absolute errors of 311,993.

Kumho Petro Stock Forecast Pattern

Backtest Kumho Petro

Kumho Petro Price Prediction

Buy or Sell Advice

Kumho Petro 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 Kumho Petro stock data series using in forecasting. Note that when a statistical model is used to represent Kumho Petro 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 Kumho Petro 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 Kumho Petro

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Kumho Petro Chemical. 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 89,097 89,100 89,103 Details

Intrinsic Valuation Low Real High 88,764 88,767 98,010 Details

Please note, it is not enough to conduct a financial or market analysis of a single entity such as Kumho Petro. Your research has to be compared to or analyzed against Kumho Petro's peers to derive any actionable benefits. When done correctly, Kumho Petro's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Kumho Petro Chemical.

Other Forecasting Options for Kumho Petro

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

Kumho Petro Related Equities

Risk & Return

Correlation

Kumho Petro Chemical 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 Kumho Petro'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 Kumho Petro's current price.

Kumho Petro Market Strength Events

Kumho Petro Risk Indicators

Pair Trading with Kumho Petro

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Kumho Petro position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Kumho Petro will appreciate offsetting losses from the drop in the long position's value.

Other Information on Investing in Kumho Stock