Sunfon Construction Stock Forecast - Polynomial Regression

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

Sunfon Construction Polynomial Regression Price Forecast For the 3rd of December

Given 90 days horizon, the Polynomial Regression forecasted value of Sunfon Construction Co on the next trading day is expected to be 20.62 with a mean absolute deviation of 0.16, mean absolute percentage error of 0.04, and the sum of the absolute errors of 9.74.

Sunfon Construction Stock Forecast Pattern

Backtest Sunfon Construction

Sunfon Construction Price Prediction

Buy or Sell Advice

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

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Sunfon Construction. 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 19.09 20.30 21.51 Details

Intrinsic Valuation Low Real High 17.38 18.59 22.33 Details

Bollinger Band Projection (param) Low Middle High 20.16 20.54 20.92 Details

Other Forecasting Options for Sunfon Construction

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

Sunfon Construction Related Equities

Risk & Return

Correlation

Sunfon Construction 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 Sunfon Construction'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 Sunfon Construction's current price.

Sunfon Construction Market Strength Events

Sunfon Construction Risk Indicators

Pair Trading with Sunfon Construction

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 Sunfon Construction 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 Sunfon Construction will appreciate offsetting losses from the drop in the long position's value.

Additional Tools for Sunfon Stock Analysis