Invesco International Fund Forecast - Simple Regression

IIMF-F Fund   22.06  0.53  2.46%   
The Simple Regression forecasted value of Invesco International Developed on the next trading day is expected to be 21.55 with a mean absolute deviation of 0.14 and the sum of the absolute errors of 8.43. Invesco Fund Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Invesco International stock prices and determine the direction of Invesco International Developed's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Invesco International's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through Invesco International 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 International Simple Regression Price Forecast For the 5th of December

Given 90 days horizon, the Simple Regression forecasted value of Invesco International Developed on the next trading day is expected to be 21.55 with a mean absolute deviation of 0.14, mean absolute percentage error of 0.03, and the sum of the absolute errors of 8.43.
Please note that although there have been many attempts to predict Invesco 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 International's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Invesco International Fund Forecast Pattern

Invesco International Forecasted Value

In the context of forecasting Invesco International's 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 International's downside and upside margins for the forecasting period are 20.96 and 22.14, respectively. We have considered Invesco International'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
22.06
21.55
Expected Value
22.14
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 International fund data series using in forecasting. Note that when a statistical model is used to represent Invesco International 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 Criteria114.7304
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1382
MAPEMean absolute percentage error0.0064
SAESum of the absolute errors8.4319
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 International Developed 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 International

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 International. 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.
Hype
Prediction
LowEstimatedHigh
21.4722.0622.65
Details
Intrinsic
Valuation
LowRealHigh
21.3621.9522.54
Details
Bollinger
Band Projection (param)
LowMiddleHigh
21.4121.6021.80
Details

Other Forecasting Options for Invesco International

For every potential investor in Invesco, whether a beginner or expert, Invesco International's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Invesco 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 International's price trends.

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

Invesco International 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 Invesco International'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 International's current price.

Invesco International Market Strength Events

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

Invesco International Risk Indicators

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

Pair Trading with Invesco International

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 Invesco International 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 Invesco International will appreciate offsetting losses from the drop in the long position's value.
The ability to find closely correlated positions to Invesco International could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Invesco International when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Invesco International - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Invesco International Developed to buy it.
The correlation of Invesco International is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Invesco International moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Invesco International moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Invesco International can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching

Other Information on Investing in Invesco Fund

Invesco International financial ratios help investors to determine whether Invesco 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 International security.
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Analyst Advice
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