TOUCHSTONE SMALL Mutual Fund Forward View - Polynomial Regression
| TICSX Fund | USD 7.16 -0.08 -1.10% |
This page provides reference data for TOUCHSTONE SMALL using Polynomial Regression forecasting. The projected value and error metrics are calculated from available daily price observations.
The Polynomial Regression forecasted value of Touchstone Small Pany on the next trading day is expected to be 7.11 with a mean absolute deviation of 0.07 and the sum of the absolute errors of 4.43.A single variable polynomial regression model attempts to put a curve through the TOUCHSTONE SMALL 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 TOUCHSTONE SMALL 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 Touchstone Small Pany on the next trading day is expected to be 7.11 with a mean absolute deviation of 0.07 , mean absolute percentage error of 0.01 , and the sum of the absolute errors of 4.43 .Please note that although there have been many attempts to predict TOUCHSTONE 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 TOUCHSTONE SMALL's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Mutual Fund Forecast Pattern
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Forecasted Value
Forecasting Touchstone Small Pany for the next session involves measuring the model's historical ability to define credible downside and upside scenarios. At the moment, the model places downside around 6.18 and upside around 8.04 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 TOUCHSTONE SMALL mutual fund data series using in forecasting. Note that when a statistical model is used to represent TOUCHSTONE SMALL 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 | 113.2515 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0727 |
| MAPE | Mean absolute percentage error | 0.0097 |
| SAE | Sum of the absolute errors | 4.4339 |
Other Forecasting Options for TOUCHSTONE SMALL
For investors considering TOUCHSTONE, TOUCHSTONE SMALL's price movement is the most direct driver of investment returns. Noise in TOUCHSTONE Mutual Fund price charts can make identifying meaningful trends difficult without dedicated analytical tools.TOUCHSTONE SMALL Related Equities
The following equities are related to TOUCHSTONE SMALL within the Small Blend space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing TOUCHSTONE SMALL 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 |
TOUCHSTONE SMALL Market Strength Events
Market strength indicators for TOUCHSTONE SMALL provide investors with a view of how the mutual fund performs across different market environments. By analyzing these indicators, traders can determine the best moments to enter or exit positions in Touchstone Small Pany.
| Rate Of Daily Change | 0.99 | |||
| Day Median Price | 7.16 | |||
| Day Typical Price | 7.16 | |||
| Price Action Indicator | -0.04 | |||
| Period Momentum Indicator | -0.08 | |||
| Relative Strength Index | 40.75 |
TOUCHSTONE SMALL Risk Indicators
A structured analysis of TOUCHSTONE SMALL's risk indicators is one of the most reliable ways to improve the accuracy of price forecasts. Understanding the risk embedded in TOUCHSTONE SMALL's allows investors to decide whether to accept, reduce, or hedge their exposure.
| Mean Deviation | 0.7241 | |||
| Standard Deviation | 0.8991 | |||
| Variance | 0.8084 |
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 TOUCHSTONE SMALL
Story coverage around Touchstone Small Pany often expands when market conditions, narrative momentum, or risk-adjusted performance make the security more visible to investors. This is most useful when investors want to understand why a security is suddenly drawing more public discussion.
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