Carillon Scout Mutual Fund Forecast - Simple Regression

CSMUX Fund  USD 28.09  0.37  1.30%   
The Simple Regression forecasted value of Carillon Scout Mid on the next trading day is expected to be 28.57 with a mean absolute deviation of 0.32 and the sum of the absolute errors of 19.26. Carillon 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 Carillon Scout 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.

Carillon Scout Simple Regression Price Forecast For the 12th of December 2024

Given 90 days horizon, the Simple Regression forecasted value of Carillon Scout Mid on the next trading day is expected to be 28.57 with a mean absolute deviation of 0.32, mean absolute percentage error of 0.17, and the sum of the absolute errors of 19.26.
Please note that although there have been many attempts to predict Carillon 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 Carillon Scout's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Carillon Scout Mutual Fund Forecast Pattern

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Carillon Scout Forecasted Value

In the context of forecasting Carillon Scout'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. Carillon Scout's downside and upside margins for the forecasting period are 27.81 and 29.33, respectively. We have considered Carillon Scout'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
28.09
28.57
Expected Value
29.33
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 Carillon Scout mutual fund data series using in forecasting. Note that when a statistical model is used to represent Carillon Scout 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 Criteria116.3143
BiasArithmetic mean of the errors None
MADMean absolute deviation0.3158
MAPEMean absolute percentage error0.0117
SAESum of the absolute errors19.2609
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 Carillon Scout Mid 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 Carillon Scout

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Carillon Scout Mid. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Carillon Scout's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
27.3328.0928.85
Details
Intrinsic
Valuation
LowRealHigh
25.2830.3231.08
Details
Bollinger
Band Projection (param)
LowMiddleHigh
25.6227.4829.34
Details

Other Forecasting Options for Carillon Scout

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

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

Carillon Scout Mid 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 Carillon Scout'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 Carillon Scout's current price.

Carillon Scout Market Strength Events

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

Carillon Scout Risk Indicators

The analysis of Carillon Scout'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 Carillon Scout's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting carillon 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 Carillon Mutual Fund

Carillon Scout financial ratios help investors to determine whether Carillon 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 Carillon with respect to the benefits of owning Carillon Scout security.
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