Forian Stock Forward View - Double Exponential Smoothing
| FORA Stock | USD 2.07 -0.01 -0.48% |
The Double Exponential Smoothing reference data for Forian is derived from the equity's published trading history. The resulting forecast and deviation statistics are presented as reference data for informational context. Forecast values and accuracy statistics are presented for informational purposes. All values shown are derived from publicly available market data.
The Double Exponential Smoothing forecasted value of Forian Inc on the next trading day is expected to be 2.07 with a mean absolute deviation of 0.01 and the sum of the absolute errors of 0.72.When Forian Inc prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any Forian Inc trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent Forian observations are given relatively more weight in forecasting than the older observations. The forecast reference data presented here for Forian Inc reflects Double Exponential Smoothing model output and is intended as reference material for analytical use. Double Exponential Smoothing Price Forecast For the 25th of March
Given 90 days horizon, the Double Exponential Smoothing forecasted value of Forian Inc on the next trading day is expected to be 2.07 with a mean absolute deviation of 0.01 , mean absolute percentage error of 0.0002 , and the sum of the absolute errors of 0.72 .Please note that although there have been many attempts to predict Forian 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 Forian's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest Forian | Forian Price Prediction | Research Analysis |
Forecasted Value
For the next trading day, Macroaxis evaluates Forian's predictive range by looking for statistically meaningful downside and upside boundaries. The current forecast range spans downside near 1.32 and upside near 2.82.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Forian stock data series using in forecasting. Note that when a statistical model is used to represent Forian 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 | Huge |
| Bias | Arithmetic mean of the errors | -0.0026 |
| MAD | Mean absolute deviation | 0.0121 |
| MAPE | Mean absolute percentage error | 0.0057 |
| SAE | Sum of the absolute errors | 0.7231 |
Other Forecasting Options for Forian
Fibonacci retracement levels applied to Forian Stock price swings identify potential support and resistance zones. Extreme price moves in Forian occur more frequently than standard risk models assume. Support and resistance levels derived from Forian's historical data identify zones where buying or selling pressure has stalled moves. A volume spike without a corresponding price move can signal accumulation or distribution ahead of a directional breakout.Forian Related Equities
Checking Forian against related firms within the Health Care space helps investors see where the stock stands among peers. Return on equity across these peers shows how well each firm turns capital into profit. A stock that beats its peers on many metrics often deserves a closer look from value-focused investors. The peer review below gives a clear framework for judging Forian's standing among rivals.
| Risk & Return | Correlation |
Forian Market Strength Events
Tracking market strength indicators for Forian provides context for understanding stock momentum dynamics. Tracking these indicators helps identify periods where trading Forian is likely to be most rewarding. These tools are essential for timing trades in Forian Inc with a quantitative framework. Market strength indicators for Forian Inc are most useful when viewed as part of a broader analytical framework.
Forian Risk Indicators
Properly assessing Forian's risk indicators is a prerequisite for building reliable price forecasts. This analysis provides context for determining the appropriate level of risk to accept when holding Forian's. Analyzing Forian's risk indicators provides a critical input for investment risk management. By quantifying the risk in Forian's investment, investors can make more informed decisions about hedging strategies.
| Mean Deviation | 0.679 | |||
| Standard Deviation | 1.07 | |||
| Variance | 1.15 |
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 Forian
The amount of media and story coverage tied to Forian Inc can signal where market attention is concentrating at the moment. Used properly, this context can help investors judge whether visibility is reinforcing the thesis or attracting more speculative pressure.
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Forian Short Properties
Short sentiment tied to Forian Inc matters because heavier bearish pressure can change how quickly future price expectations become unstable. A disciplined short-interest review can make timing decisions more informed under rising skepticism.
| Common Stock Shares Outstanding | 31.1 M | |
| Cash And Short Term Investments | 35.1 M |