COLUMBIA STRATEGIC Mutual Fund Forward View - Polynomial Regression
| COSIX Fund | USD 21.93 0.04 0.18% |
The Polynomial Regression forecast shown here for COLUMBIA STRATEGIC is reference data produced from the equity's historical price series. Accuracy metrics including mean absolute deviation are provided alongside the projection.
The Polynomial Regression forecasted value of Columbia Strategic Income on the next trading day is expected to be 21.86 with a mean absolute deviation of 0.05 and the sum of the absolute errors of 2.88.A single variable polynomial regression model attempts to put a curve through the COLUMBIA STRATEGIC 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 This Polynomial Regression reference page for COLUMBIA STRATEGIC presents model-generated projections from historical price data for informational purposes. Polynomial Regression Price Forecast For the 19th of March
Given 90 days horizon, the Polynomial Regression forecasted value of Columbia Strategic Income on the next trading day is expected to be 21.86 with a mean absolute deviation of 0.05 , mean absolute percentage error of 0.003 , and the sum of the absolute errors of 2.88 .Please note that although there have been many attempts to predict COLUMBIA Mutual Fund prices using its time series forecasting, we generally do not suggest 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 STRATEGIC's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Mutual Fund Forecast Pattern
| Backtest COLUMBIA STRATEGIC | COLUMBIA STRATEGIC Price Prediction | Research Analysis |
Forecasted Value
The next-day forecast for Columbia Strategic Income focuses on identifying predictive downside and upside bands that can frame a realistic trading range. Investors should still remember that no empirical framework consistently proves that one family of forecasting models will outperform all other approaches in live markets.
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 COLUMBIA STRATEGIC mutual fund data series using in forecasting. Note that when a statistical model is used to represent COLUMBIA STRATEGIC 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.| AIC | Akaike Information Criteria | 114.1241 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0464 |
| MAPE | Mean absolute percentage error | 0.0021 |
| SAE | Sum of the absolute errors | 2.876 |
Other Forecasting Options for COLUMBIA STRATEGIC
Regardless of investment experience, understanding COLUMBIA STRATEGIC's price movement is essential for anyone considering a position in COLUMBIA. Price charts for COLUMBIA Mutual Fund are often filled with noise that can lead to poor investment choices if not properly filtered.COLUMBIA STRATEGIC Related Equities
The following equities are related to COLUMBIA STRATEGIC within the Multisector Bond space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing COLUMBIA STRATEGIC against peers on metrics such as P/E, margins, and return on equity helps contextualize its positioning and identify relative strengths or weaknesses.
| Risk & Return | Correlation |
COLUMBIA STRATEGIC Market Strength Events
Market strength indicators for COLUMBIA STRATEGIC give investors insight into the mutual fund's responsiveness to broader market forces. Tracking these indicators helps investors make informed timing decisions and identify periods where trading COLUMBIA STRATEGIC is likely to be most rewarding.
| Rate Of Daily Change | 1.0 | |||
| Day Median Price | 21.93 | |||
| Day Typical Price | 21.93 | |||
| Price Action Indicator | 0.02 | |||
| Period Momentum Indicator | 0.04 | |||
| Relative Strength Index | 46.36 |
COLUMBIA STRATEGIC Risk Indicators
A thorough review of COLUMBIA STRATEGIC's risk indicators is an important first step in forecasting its price and managing investment exposure. This analysis helps investors determine the appropriate level of risk to accept when holding COLUMBIA STRATEGIC's.
| Mean Deviation | 0.1164 | |||
| Semi Deviation | 0.126 | |||
| Standard Deviation | 0.1492 | |||
| Variance | 0.0223 | |||
| Downside Variance | 0.0304 | |||
| Semi Variance | 0.0159 | |||
| Expected Short fall | -0.13 |
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.
Story Coverage note for COLUMBIA STRATEGIC
Story coverage around Columbia Strategic Income often expands when market conditions, narrative momentum, or risk-adjusted performance make the security more visible to investors. The stronger process compares story flow with performance, theme classification, and the level of short-term market interest.
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