STOCK INDEX Mutual Fund Forward View - Polynomial Regression
| VSTIX Fund | USD 58.47 -0.81 -1.37% |
The Polynomial Regression forecast shown here for STOCK INDEX 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 fund Index Fund on the next trading day is expected to be 58.43 with a mean absolute deviation of 0.33 and the sum of the absolute errors of 20.48.A single variable polynomial regression model attempts to put a curve through the STOCK INDEX 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 STOCK INDEX presents model-generated projections from historical price data for informational purposes. Polynomial Regression Price Forecast For the 20th of March
Given 90 days horizon, the Polynomial Regression forecasted value of Stock Index Fund on the next trading day is expected to be 58.43 with a mean absolute deviation of 0.33 , mean absolute percentage error of 0.17 , and the sum of the absolute errors of 20.48 .Please note that although there have been many attempts to predict STOCK 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 STOCK INDEX's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Mutual Fund Forecast Pattern
| Backtest STOCK INDEX | STOCK INDEX Price Prediction | Research Analysis |
Forecasted Value
This next-day forecast for Stock Index Fund uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. At the moment, the model places downside around 57.68 and upside around 59.17 for the forecasting period.
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 STOCK INDEX mutual fund data series using in forecasting. Note that when a statistical model is used to represent STOCK INDEX 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 | 118.1713 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.3303 |
| MAPE | Mean absolute percentage error | 0.0055 |
| SAE | Sum of the absolute errors | 20.4788 |
Other Forecasting Options for STOCK INDEX
Regardless of investment experience, understanding STOCK INDEX's price movement is essential for anyone considering a position in STOCK. Price charts for STOCK Mutual Fund are often filled with noise that can lead to poor investment choices if not properly filtered.STOCK INDEX Related Equities
The following equities are related to STOCK INDEX within the Large Blend space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing STOCK INDEX 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 |
STOCK INDEX Market Strength Events
Market strength indicators for STOCK INDEX 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 STOCK INDEX is likely to be most rewarding.
| Rate Of Daily Change | 0.99 | |||
| Day Median Price | 58.47 | |||
| Day Typical Price | 58.47 | |||
| Price Action Indicator | -0.41 | |||
| Period Momentum Indicator | -0.81 | |||
| Relative Strength Index | 41.04 |
STOCK INDEX Risk Indicators
A thorough review of STOCK INDEX'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 STOCK INDEX's.
| Mean Deviation | 0.5792 | |||
| Standard Deviation | 0.7471 | |||
| Variance | 0.5581 |
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 STOCK INDEX
A coverage review of Stock Index Fund helps investors see when the security is attracting above-average attention from contributors and market observers. A disciplined read of coverage helps investors separate durable relevance from temporary noise.
Other Macroaxis Stories
Macroaxis publishes story content for a diverse readership that includes finance students, independent investors, money managers, and market-focused operating teams. What connects that audience is a focus on building stronger portfolios through better research, risk awareness, and comparative analysis.