WELLS FARGO Mutual Fund Forward View - Polynomial Regression
| STYAX Fund | USD 11.27 0.04 0.36% |
This reference page presents Polynomial Regression forecast data for Wells Fargo Income. The model output shown here is derived from WELLS FARGO's historical price series and is provided for informational purposes.
The Polynomial Regression forecasted value of Wells Fargo Income on the next trading day is expected to be 11.24 with a mean absolute deviation of 0.03 and the sum of the absolute errors of 1.72.A single variable polynomial regression model attempts to put a curve through the WELLS FARGO 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 forecast data for Wells Fargo Income is sourced from the most recent available trading data and is intended solely as reference information. Polynomial Regression Price Forecast For the 19th of March
Given 90 days horizon, the Polynomial Regression forecasted value of Wells Fargo Income on the next trading day is expected to be 11.24 with a mean absolute deviation of 0.03 , mean absolute percentage error of 0.0011 , and the sum of the absolute errors of 1.72 .Please note that although there have been many attempts to predict WELLS 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 WELLS FARGO's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Mutual Fund Forecast Pattern
| Backtest WELLS FARGO | WELLS FARGO Price Prediction | Research Analysis |
Forecasted Value
This next-day forecast for Wells Fargo Income uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. 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 Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of WELLS FARGO mutual fund data series using in forecasting. Note that when a statistical model is used to represent WELLS FARGO 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 | 111.321 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0282 |
| MAPE | Mean absolute percentage error | 0.0025 |
| SAE | Sum of the absolute errors | 1.723 |
Other Forecasting Options for WELLS FARGO
For every potential investor in WELLS, whether a beginner or expert, WELLS FARGO's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better.WELLS FARGO Related Equities
The following equities are related to WELLS FARGO within the Intermediate Core-Plus Bond space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing WELLS FARGO 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 |
WELLS FARGO Market Strength Events
Market strength indicators help investors to evaluate how WELLS FARGO 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 WELLS FARGO shares will generate the highest return on.
| Rate Of Daily Change | 1.0 | |||
| Day Median Price | 11.27 | |||
| Day Typical Price | 11.27 | |||
| Price Action Indicator | 0.02 | |||
| Period Momentum Indicator | 0.04 | |||
| Relative Strength Index | 43.76 |
WELLS FARGO Risk Indicators
The analysis of WELLS FARGO'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 WELLS FARGO's investment and either accepting that risk or mitigating it.
| Mean Deviation | 0.142 | |||
| Semi Deviation | 0.1529 | |||
| Standard Deviation | 0.1963 | |||
| Variance | 0.0385 | |||
| Downside Variance | 0.0586 | |||
| Semi Variance | 0.0234 | |||
| Expected Short fall | -0.18 |
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 WELLS FARGO
The amount of media and story coverage tied to Wells Fargo Income can signal where market attention is concentrating at the moment. The stronger process compares story flow with performance, theme classification, and the level of short-term market interest.
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.