SMALL COMPANY Mutual Fund Forward View - Simple Regression
| FOSBX Fund | USD 28.22 -0.44 -1.54% |
SMALL COMPANY's Simple Regression reference data reflects the model's output when applied to available daily price observations. This page summarizes the model output and key accuracy metrics for reference. The projected value and error metrics are calculated from available daily price observations.
The Simple Regression forecasted value of Small Pany Fund on the next trading day is expected to be 29.92 with a mean absolute deviation of 0.78 and the sum of the absolute errors of 47.54.In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Small Pany Fund historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data. The Simple Regression reference values for SMALL COMPANY are derived from publicly available price data and should be used for informational purposes only. Simple Regression Price Forecast For the 23rd of March
Given 90 days horizon, the Simple Regression forecasted value of Small Pany Fund on the next trading day is expected to be 29.92 with a mean absolute deviation of 0.78 , mean absolute percentage error of 0.78 , and the sum of the absolute errors of 47.54 .Please note that although there have been many attempts to predict SMALL 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 SMALL COMPANY's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Mutual Fund Forecast Pattern
| Backtest SMALL COMPANY | SMALL COMPANY Price Prediction | Research Analysis |
Forecasted Value
For the next trading day, Macroaxis evaluates SMALL COMPANY's predictive range by looking for statistically meaningful downside and upside boundaries. The current forecast range spans downside near 28.86 and upside near 30.98.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of SMALL COMPANY mutual fund data series using in forecasting. Note that when a statistical model is used to represent SMALL COMPANY 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 | 117.8683 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.7794 |
| MAPE | Mean absolute percentage error | 0.0266 |
| SAE | Sum of the absolute errors | 47.5439 |
Other Forecasting Options for SMALL COMPANY
Relative Strength Index values for SMALL measure the speed and magnitude of recent price changes. Recognizing these clusters in SMALL COMPANY's returns helps calibrate position size and stop-loss levels. Candlestick pattern analysis of SMALL Mutual Fund daily data can reveal short-term reversal or continuation signals.SMALL COMPANY Related Equities
The peer firms below within the Small Blend space can help frame SMALL COMPANY's pricing and running costs in context. Key comparison metrics include price-to-earnings, profit margin, and revenue growth across SMALL COMPANY's peer group. Peer review is most useful when paired with absolute pricing and trend checks. This peer set gives the context needed for a well-rounded view of SMALL COMPANY.
| Risk & Return | Correlation |
SMALL COMPANY Market Strength Events
Market strength indicators provide a structured view of how SMALL COMPANY mutual fund is positioned relative to trends. These indicators are valuable tools for identifying when to enter or exit positions in Small Pany Fund. Investors tracking SMALL COMPANY can use these signals to validate or adjust their position timing.
| Rate Of Daily Change | 0.98 | |||
| Day Median Price | 28.22 | |||
| Day Typical Price | 28.22 | |||
| Price Action Indicator | -0.22 | |||
| Period Momentum Indicator | -0.44 | |||
| Relative Strength Index | 42.4 |
SMALL COMPANY Risk Indicators
The analysis of SMALL COMPANY's risk metrics is one of the most important steps in projecting its future price. This process quantifies the risk associated with SMALL COMPANY's and helps determine how to manage it. A structured analysis of SMALL COMPANY's risk indicators is one of the most reliable ways to improve forecast accuracy.
| Mean Deviation | 0.7978 | |||
| Semi Deviation | 1.1 | |||
| Standard Deviation | 1.06 | |||
| Variance | 1.13 | |||
| Downside Variance | 1.36 | |||
| Semi Variance | 1.2 | |||
| Expected Short fall | -0.76 |
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 SMALL COMPANY
A coverage review of Small Pany Fund shows when the security is attracting above-average attention from contributors and market observers. The practical risk is that faster visibility can increase both interest and skepticism at the same time.
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