Viking Tax Mutual Fund Forward View - Simple Moving Average
| VMTIX Fund | USD 9.14 0.01 0.11% |
The Simple Moving Average forecast shown here for Viking Tax is reference data produced from the equity's historical price series. Accuracy metrics including mean absolute deviation are provided alongside the projection.
The Simple Moving Average forecasted value of Viking Tax Free Fund on the next trading day is expected to be 9.14 with a mean absolute deviation of 0.01 and the sum of the absolute errors of 0.53.The simple moving average model is conceptually a linear regression of the current value of Viking Tax Free Fund price series against current and previous (unobserved) value of Viking Tax. In time series analysis, the simple moving-average model is a very common approach for modeling univariate price series models including forecasting prices into the future This Simple Moving Average reference page for Viking Tax presents model-generated projections from historical price data for informational purposes. Simple Moving Average Price Forecast For the 19th of March
Given 90 days horizon, the Simple Moving Average forecasted value of Viking Tax Free Fund on the next trading day is expected to be 9.14 with a mean absolute deviation of 0.01 , mean absolute percentage error of 0.0002 , and the sum of the absolute errors of 0.53 .Please note that although there have been many attempts to predict Viking 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 Viking Tax's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Mutual Fund Forecast Pattern
| Backtest Viking Tax | Viking Tax Price Prediction | Research Analysis |
Forecasted Value
Forecasting Viking Tax Free Fund for the next session involves measuring the model's historical ability to define credible downside and upside scenarios. Used properly, these levels provide context around forecast dispersion rather than certainty about the next closing print.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Simple Moving Average forecasting method's relative quality and the estimations of the prediction error of Viking Tax mutual fund data series using in forecasting. Note that when a statistical model is used to represent Viking Tax 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 | 107.6909 |
| Bias | Arithmetic mean of the errors | -0.0025 |
| MAD | Mean absolute deviation | 0.0088 |
| MAPE | Mean absolute percentage error | 0.001 |
| SAE | Sum of the absolute errors | 0.53 |
Other Forecasting Options for Viking Tax
Regardless of investment experience, understanding Viking Tax's price movement is essential for anyone considering a position in Viking. Price charts for Viking Mutual Fund are often filled with noise that can lead to poor investment choices if not properly filtered.Viking Tax Related Equities
The following equities are related to Viking Tax within the Muni Single State Interm space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Viking Tax 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 |
Viking Tax Market Strength Events
Market strength indicators for Viking Tax 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 Viking Tax is likely to be most rewarding.
| Rate Of Daily Change | 1.0 | |||
| Day Median Price | 9.14 | |||
| Day Typical Price | 9.14 | |||
| Price Action Indicator | 0.005 | |||
| Period Momentum Indicator | 0.01 | |||
| Relative Strength Index | 48.15 |
Viking Tax Risk Indicators
A thorough review of Viking Tax'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 Viking Tax's.
| Mean Deviation | 0.0716 | |||
| Standard Deviation | 0.1216 | |||
| Variance | 0.0148 | |||
| Downside Variance | 0.0854 | |||
| Semi Variance | -0.01 | |||
| Expected Short fall | -0.16 |
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 Viking Tax
Story coverage around Viking Tax Free Fund often expands when market conditions, narrative momentum, or risk-adjusted performance make the security more visible to investors. The practical risk is that faster visibility can increase both interest and skepticism at the same time.
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