Emerging Markets Mutual Fund Forecast - Polynomial Regression

ELMZXDelisted Fund  USD 22.57  0.00  0.00%   
The Polynomial Regression forecasted value of Emerging Markets Leaders on the next trading day is expected to be 22.58 with a mean absolute deviation of 0.22 and the sum of the absolute errors of 13.52. Emerging Mutual Fund Forecast is based on your current time horizon.
  
Emerging Markets polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Emerging Markets Leaders as well as the accuracy indicators are determined from the period prices.

Emerging Markets Polynomial Regression Price Forecast For the 12th of December 2024

Given 90 days horizon, the Polynomial Regression forecasted value of Emerging Markets Leaders on the next trading day is expected to be 22.58 with a mean absolute deviation of 0.22, mean absolute percentage error of 0.08, and the sum of the absolute errors of 13.52.
Please note that although there have been many attempts to predict Emerging 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 Emerging Markets' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Emerging Markets Mutual Fund Forecast Pattern

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 Emerging Markets mutual fund data series using in forecasting. Note that when a statistical model is used to represent Emerging Markets 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 Criteria115.6428
BiasArithmetic mean of the errors None
MADMean absolute deviation0.2216
MAPEMean absolute percentage error0.0101
SAESum of the absolute errors13.5157
A single variable polynomial regression model attempts to put a curve through the Emerging Markets 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 Emerging Markets

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Emerging Markets Leaders. 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
22.5722.5722.57
Details
Intrinsic
Valuation
LowRealHigh
20.7420.7424.83
Details
Bollinger
Band Projection (param)
LowMiddleHigh
20.9821.8022.63
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Emerging Markets. Your research has to be compared to or analyzed against Emerging Markets' peers to derive any actionable benefits. When done correctly, Emerging Markets' 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 Emerging Markets Leaders.

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

Emerging Markets Market Strength Events

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

Emerging Markets Risk Indicators

The analysis of Emerging Markets' 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 Emerging Markets' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting emerging 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.
Check out Investing Opportunities to better understand how to build diversified portfolios. Also, note that the market value of any mutual fund could be closely tied with the direction of predictive economic indicators such as signals in nation.
You can also try the Price Exposure Probability module to analyze equity upside and downside potential for a given time horizon across multiple markets.

Other Consideration for investing in Emerging Mutual Fund

If you are still planning to invest in Emerging Markets Leaders check if it may still be traded through OTC markets such as Pink Sheets or OTC Bulletin Board. You may also purchase it directly from the company, but this is not always possible and may require contacting the company directly. Please note that delisted stocks are often considered to be more risky investments, as they are no longer subject to the same regulatory and reporting requirements as listed stocks. Therefore, it is essential to carefully research the Emerging Markets' history and understand the potential risks before investing.
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