Columbia Real Mutual Fund Forecast - Triple Exponential Smoothing

Triple exponential smoothing for Columbia Real - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Columbia Real prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any trend in Columbia Real price movement. However, neither of these exponential smoothing models address any seasonality of Columbia Real Estate.

Columbia Real Triple Exponential Smoothing Price Forecast For the 27th of November

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Columbia Real Estate on the next trading day is expected to be 11.73 with a mean absolute deviation of 0.08, mean absolute percentage error of 0.01, and the sum of the absolute errors of 4.76.

Columbia Real Mutual Fund Forecast Pattern

Backtest Columbia Real

Columbia Real Price Prediction

Buy or Sell Advice

Columbia Real Forecasted Value

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Columbia Real mutual fund data series using in forecasting. Note that when a statistical model is used to represent Columbia Real 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. As with simple exponential smoothing, in triple exponential smoothing models past Columbia Real observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Columbia Real Estate observations.

Predictive Modules for Columbia Real

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 Real Estate. 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 Low Estimated High 10.82 11.65 12.48 Details

Intrinsic Valuation Low Real High 10.75 11.58 12.41 Details

Other Forecasting Options for Columbia Real

For every potential investor in Columbia, whether a beginner or expert, Columbia Real'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 Real's price trends.

Columbia Real Related Equities

Risk & Return

Correlation

Columbia Real Estate 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 Real'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 Real's current price.

Columbia Real Market Strength Events

Columbia Real Risk Indicators

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