Invesco Balanced-risk Mutual Fund Forecast - Simple Regression

ABRRX Fund  USD 8.75  0.02  0.23%   
The Simple Regression forecasted value of Invesco Balanced Risk Allocation on the next trading day is expected to be 8.77 with a mean absolute deviation of 0.11 and the sum of the absolute errors of 6.63. Invesco Mutual Fund Forecast is based on your current time horizon.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through Invesco Balanced-risk price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Invesco Balanced-risk Simple Regression Price Forecast For the 28th of November

Given 90 days horizon, the Simple Regression forecasted value of Invesco Balanced Risk Allocation on the next trading day is expected to be 8.77 with a mean absolute deviation of 0.11, mean absolute percentage error of 0.02, and the sum of the absolute errors of 6.63.
Please note that although there have been many attempts to predict Invesco 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 Invesco Balanced-risk's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Invesco Balanced-risk Mutual Fund Forecast Pattern

Backtest Invesco Balanced-riskInvesco Balanced-risk Price PredictionBuy or Sell Advice 

Invesco Balanced-risk Forecasted Value

In the context of forecasting Invesco Balanced-risk'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. Invesco Balanced-risk's downside and upside margins for the forecasting period are 8.18 and 9.35, respectively. We have considered Invesco Balanced-risk'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
8.75
8.77
Expected Value
9.35
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Invesco Balanced-risk mutual fund data series using in forecasting. Note that when a statistical model is used to represent Invesco Balanced-risk 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 Criteria114.1277
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1088
MAPEMean absolute percentage error0.0123
SAESum of the absolute errors6.6343
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Invesco Balanced Risk Allocation historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Invesco Balanced-risk

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Invesco Balanced Risk. 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
8.178.759.33
Details
Intrinsic
Valuation
LowRealHigh
8.208.789.36
Details

Other Forecasting Options for Invesco Balanced-risk

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

Invesco Balanced-risk 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 Invesco Balanced-risk mutual fund to make a market-neutral strategy. Peer analysis of Invesco Balanced-risk could also be used in its relative valuation, which is a method of valuing Invesco Balanced-risk by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Invesco Balanced Risk 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 Invesco Balanced-risk'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 Invesco Balanced-risk's current price.

Invesco Balanced-risk Market Strength Events

Market strength indicators help investors to evaluate how Invesco Balanced-risk 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 Invesco Balanced-risk shares will generate the highest return on investment. By undertsting and applying Invesco Balanced-risk mutual fund market strength indicators, traders can identify Invesco Balanced Risk Allocation entry and exit signals to maximize returns.

Invesco Balanced-risk Risk Indicators

The analysis of Invesco Balanced-risk'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 Invesco Balanced-risk's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting invesco 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 Invesco Mutual Fund

Invesco Balanced-risk financial ratios help investors to determine whether Invesco 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 Invesco with respect to the benefits of owning Invesco Balanced-risk security.
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