AGF American Fund Forecast - Polynomial Regression

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

AGF American Polynomial Regression Price Forecast For the 30th of December

Given 90 days horizon, the Polynomial Regression forecasted value of AGF American Growth on the next trading day is expected to be 71.41 with a mean absolute deviation of 0.67, mean absolute percentage error of 0.77, and the sum of the absolute errors of 40.62.

AGF American Fund Forecast Pattern

AGF American 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 AGF American fund data series using in forecasting. Note that when a statistical model is used to represent AGF American fund, 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 AGF American 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 AGF American

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as AGF American Growth. Regardless of method or technology, however, to accurately forecast the fund market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the fund 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.

Other Forecasting Options for AGF American

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

AGF American Related Equities

Risk & Return

Correlation

AGF American Growth Technical and Predictive Analytics

The fund market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of AGF American'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 AGF American's current price.

AGF American Market Strength Events

AGF American Risk Indicators

Pair Trading with AGF American

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 AGF American 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 AGF American will appreciate offsetting losses from the drop in the long position's value.