FormFactor Stock Forward View - Simple Regression
| FORM Stock | USD 97.20 4.98 5.40% |
The Simple Regression reference data for FormFactor 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 Simple Regression forecasted value of FormFactor on the next trading day is expected to be 103.33 with a mean absolute deviation of 6.24 and the sum of the absolute errors of 386.79.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 FormFactor 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 forecast reference data presented here for FormFactor reflects Simple Regression model output and is intended as reference material for analytical use. Simple Regression Price Forecast For the 25th of March
Given 90 days horizon, the Simple Regression forecasted value of FormFactor on the next trading day is expected to be 103.33 with a mean absolute deviation of 6.24 , mean absolute percentage error of 49.17 , and the sum of the absolute errors of 386.79 .Please note that although there have been many attempts to predict FormFactor 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 FormFactor's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
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Forecasted Value
For the next trading day, Macroaxis evaluates FormFactor's predictive range by looking for statistically meaningful downside and upside boundaries. 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 Simple Regression forecasting method's relative quality and the estimations of the prediction error of FormFactor stock data series using in forecasting. Note that when a statistical model is used to represent FormFactor 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 | 123.8437 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 6.2386 |
| MAPE | Mean absolute percentage error | 0.0756 |
| SAE | Sum of the absolute errors | 386.7946 |
Other Forecasting Options for FormFactor
Fibonacci retracement levels applied to FormFactor Stock price swings identify potential support and resistance zones. Extreme price moves in FormFactor occur more frequently than standard risk models assume. Support and resistance levels derived from FormFactor'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.FormFactor Related Equities
These stocks within the Information Technology space are often compared to FormFactor by analysts and fund managers in the sector. Return on equity across these peers shows how well each firm turns capital into profit. Identifying peers that steadily beat or lag FormFactor across many periods highlights durable competitive gaps. These checks provide a starting point for deeper study of FormFactor's strengths and weak spots.
| Risk & Return | Correlation |
FormFactor Market Strength Events
Tracking market strength indicators for FormFactor provides context for understanding stock momentum dynamics. Tracking these indicators helps identify periods where trading FormFactor is likely to be most rewarding. These tools are essential for timing trades in FormFactor with a quantitative framework. Market strength indicators for FormFactor are most useful when viewed as part of a broader analytical framework.
FormFactor Risk Indicators
Properly assessing FormFactor'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 FormFactor's. Analyzing FormFactor's risk indicators provides a critical input for investment risk management. By quantifying the risk in FormFactor's investment, investors can make more informed decisions about hedging strategies.
| Mean Deviation | 3.08 | |||
| Semi Deviation | 3.2 | |||
| Standard Deviation | 4.16 | |||
| Variance | 17.33 | |||
| Downside Variance | 13.73 | |||
| Semi Variance | 10.26 | |||
| Expected Short fall | -3.55 |
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 FormFactor
A coverage review of FormFactor shows when the security is attracting above-average attention from contributors and market observers. Used properly, this context can help investors judge whether visibility is reinforcing the thesis or attracting more speculative pressure.
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Latest Perspective From Macroaxis
FormFactor Short Properties
Short sentiment tied to FormFactor 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 | 78.3 M | |
| Cash And Short Term Investments | 276.2 M |