I3 Verticals Stock Forward View - Simple Regression
| IIIV Stock | USD 22.30 -0.26 -1.15% |
The Simple Regression forecast shown here for I3 Verticals is reference data produced from the equity's historical price series. Accuracy metrics including mean absolute deviation are provided alongside the projection.
The Simple Regression forecasted value of i3 Verticals on the next trading day is expected to be 21.25 with a mean absolute deviation of 1.21 and the sum of the absolute errors of 73.67.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 i3 Verticals historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data. This Simple Regression reference page for I3 Verticals presents model-generated projections from historical price data for informational purposes. Simple Regression Price Forecast For the 22nd of March
Given 90 days horizon, the Simple Regression forecasted value of i3 Verticals on the next trading day is expected to be 21.25 with a mean absolute deviation of 1.21 , mean absolute percentage error of 2.15 , and the sum of the absolute errors of 73.67 .Please note that although there have been many attempts to predict IIIV Stock 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 I3 Verticals' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest I3 Verticals | I3 Verticals Price Prediction | Research Analysis |
Forecasted Value
Forecasting i3 Verticals 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 18.71 and upside around 23.80 for the forecasting period.
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 I3 Verticals stock data series using in forecasting. Note that when a statistical model is used to represent I3 Verticals stock, 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 | 118.8748 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 1.2077 |
| MAPE | Mean absolute percentage error | 0.0523 |
| SAE | Sum of the absolute errors | 73.6725 |
Other Forecasting Options for I3 Verticals
Regardless of investment experience, understanding I3 Verticals' price movement is essential for anyone considering a position in IIIV. Price charts for IIIV Stock are often filled with noise that can lead to poor investment choices if not properly filtered.I3 Verticals Related Equities
The following equities are related to I3 Verticals within the Industrials space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing I3 Verticals 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 |
I3 Verticals Market Strength Events
Market strength indicators for I3 Verticals give investors insight into the stock's responsiveness to broader market forces. Tracking these indicators provides context to make informed timing decisions and identify periods where trading I3 Verticals is likely to be most rewarding.
I3 Verticals Risk Indicators
A thorough review of I3 Verticals' risk indicators is an important first step in forecasting its price and managing investment exposure. This analysis provides context for determining the appropriate level of risk to accept when holding I3 Verticals'.
| Mean Deviation | 1.92 | |||
| Standard Deviation | 2.55 | |||
| Variance | 6.49 |
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 I3 Verticals
The amount of media and story coverage tied to i3 Verticals can signal where market attention is concentrating at the moment. The practical risk is that faster visibility can increase both interest and skepticism at the same time.
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I3 Verticals Short Properties
Reviewing short-oriented indicators for i3 Verticals is useful because long and short participants often create very different signals for timing and volatility. This is most valuable when investors want to know whether bearish pressure is starting to shape the market's reaction function.
| Common Stock Shares Outstanding | 34.2 M | |
| Cash And Short Term Investments | 66.7 M |
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