Columbia Contrarian Mutual Fund Forecast - 4 Period Moving Average

SMGIX Fund  USD 40.07  0.34  0.86%   
The 4 Period Moving Average forecasted value of Columbia Trarian Core on the next trading day is expected to be 39.90 with a mean absolute deviation of 0.28 and the sum of the absolute errors of 16.19. Columbia Mutual Fund Forecast is based on your current time horizon.
  
A four-period moving average forecast model for Columbia Trarian Core is based on an artificially constructed daily price series in which the value for a given day is replaced by the mean of that value and the values for four preceding and succeeding time periods. This model is best suited to forecast equities with high volatility.

Columbia Contrarian 4 Period Moving Average Price Forecast For the 6th of December

Given 90 days horizon, the 4 Period Moving Average forecasted value of Columbia Trarian Core on the next trading day is expected to be 39.90 with a mean absolute deviation of 0.28, mean absolute percentage error of 0.15, and the sum of the absolute errors of 16.19.
Please note that although there have been many attempts to predict Columbia 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 Columbia Contrarian's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Columbia Contrarian Mutual Fund Forecast Pattern

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Columbia Contrarian Forecasted Value

In the context of forecasting Columbia Contrarian'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. Columbia Contrarian's downside and upside margins for the forecasting period are 39.21 and 40.58, respectively. We have considered Columbia Contrarian'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
40.07
39.90
Expected Value
40.58
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 4 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Columbia Contrarian mutual fund data series using in forecasting. Note that when a statistical model is used to represent Columbia Contrarian 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 Criteria108.8338
BiasArithmetic mean of the errors -0.1242
MADMean absolute deviation0.284
MAPEMean absolute percentage error0.0074
SAESum of the absolute errors16.19
The four period moving average method has an advantage over other forecasting models in that it does smooth out peaks and troughs in a set of daily price observations of Columbia Contrarian. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for Columbia Trarian Core and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for Columbia Contrarian

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Columbia Trarian Core. 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
39.3940.0740.75
Details
Intrinsic
Valuation
LowRealHigh
38.9839.6640.34
Details

Other Forecasting Options for Columbia Contrarian

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

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

Columbia Trarian Core 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 Columbia Contrarian'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 Columbia Contrarian's current price.

Columbia Contrarian Market Strength Events

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

Columbia Contrarian Risk Indicators

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

Columbia Contrarian financial ratios help investors to determine whether Columbia 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 Columbia with respect to the benefits of owning Columbia Contrarian security.
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