Allianzgi Focused Mutual Fund Forecast - Polynomial Regression

AFGFX Fund  USD 80.56  0.81  1.00%   
The Polynomial Regression forecasted value of Allianzgi Focused Growth on the next trading day is expected to be 81.47 with a mean absolute deviation of 0.78 and the sum of the absolute errors of 47.59. Allianzgi Mutual Fund Forecast is based on your current time horizon.
  
Allianzgi Focused polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Allianzgi Focused Growth as well as the accuracy indicators are determined from the period prices.

Allianzgi Focused Polynomial Regression Price Forecast For the 30th of November

Given 90 days horizon, the Polynomial Regression forecasted value of Allianzgi Focused Growth on the next trading day is expected to be 81.47 with a mean absolute deviation of 0.78, mean absolute percentage error of 0.99, and the sum of the absolute errors of 47.59.
Please note that although there have been many attempts to predict Allianzgi Mutual Fund prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Allianzgi Focused's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Allianzgi Focused Mutual Fund Forecast Pattern

Backtest Allianzgi FocusedAllianzgi Focused Price PredictionBuy or Sell Advice 

Allianzgi Focused Forecasted Value

In the context of forecasting Allianzgi Focused's Mutual Fund value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Allianzgi Focused's downside and upside margins for the forecasting period are 80.47 and 82.47, respectively. We have considered Allianzgi Focused's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
80.56
81.47
Expected Value
82.47
Upside

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 Allianzgi Focused mutual fund data series using in forecasting. Note that when a statistical model is used to represent Allianzgi Focused mutual 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.
AICAkaike Information Criteria118.1018
BiasArithmetic mean of the errors None
MADMean absolute deviation0.7801
MAPEMean absolute percentage error0.0101
SAESum of the absolute errors47.5878
A single variable polynomial regression model attempts to put a curve through the Allianzgi Focused 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 + ... + am*Xm

Predictive Modules for Allianzgi Focused

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Allianzgi Focused Growth. Regardless of method or technology, however, to accurately forecast the mutual fund market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the mutual 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.
Hype
Prediction
LowEstimatedHigh
79.5680.5681.56
Details
Intrinsic
Valuation
LowRealHigh
71.5072.5088.62
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Allianzgi Focused. Your research has to be compared to or analyzed against Allianzgi Focused's peers to derive any actionable benefits. When done correctly, Allianzgi Focused'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 Allianzgi Focused Growth.

Other Forecasting Options for Allianzgi Focused

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

Allianzgi Focused Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Allianzgi Focused mutual fund to make a market-neutral strategy. Peer analysis of Allianzgi Focused could also be used in its relative valuation, which is a method of valuing Allianzgi Focused by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Allianzgi Focused Growth Technical and Predictive Analytics

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

Allianzgi Focused Market Strength Events

Market strength indicators help investors to evaluate how Allianzgi Focused mutual fund reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Allianzgi Focused shares will generate the highest return on investment. By undertsting and applying Allianzgi Focused mutual fund market strength indicators, traders can identify Allianzgi Focused Growth entry and exit signals to maximize returns.

Allianzgi Focused Risk Indicators

The analysis of Allianzgi Focused's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Allianzgi Focused's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting allianzgi mutual fund prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Other Information on Investing in Allianzgi Mutual Fund

Allianzgi Focused financial ratios help investors to determine whether Allianzgi Mutual Fund is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Allianzgi with respect to the benefits of owning Allianzgi Focused security.
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