Keysight Technologies Stock Forward View - Simple Regression
| KEYS Stock | USD 346.96 0.43 0.12% |
Simple Regression is applied to Keysight Technologies's daily closing prices, and the resulting forecast is presented with accuracy metrics. Wide deviation between fitted and observed values suggests the model's assumptions may not match current market conditions. The Simple Regression model projects Keysight Technologies at 343.00 for the next trading day, below the most recent closing price. This Simple Regression output is provided as analytical reference and does not constitute a trading recommendation.
Simple Regression Price Forecast For the 27th of April
Over a 90-day horizon, the Simple Regression model forecasts Keysight Technologies at 343.00 for the next trading day, with a mean absolute deviation of 12.63 , mean absolute percentage error of 0.04 , and sum of absolute errors of 770.30 .This represents a tight forecast with good short-term tracking of Keysight Technologies' price movement. This output is intended for short-term analytical reference.
Stock Forecast Pattern
| Backtest Keysight Technologies | Keysight Technologies Price Prediction | Research Analysis |
Forecasted Value
The next-day forecast range for Keysight Technologies defines statistically derived downside and upside boundaries based on model performance. The model places downside around 339.36 and upside around 346.63 for the next session. The narrow range indicates limited short-term dispersion.
Model Predictive Factors
The table below summarizes the Simple Regression model's error metrics for Keysight Technologies stock. Lower MAD and MAPE values indicate tighter forecast accuracy. AIC measures relative model quality — lower values indicate less information loss and a better-fitting model. A large Bias suggests systematic over- or under-prediction.| AIC | Akaike Information Criteria | 123.8351 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 12.6279 |
| MAPE | Mean absolute percentage error | 0.045 |
| SAE | Sum of the absolute errors | 770.3013 |
Other Forecasting Options for Keysight Technologies
Keysight Technologies' daily price returns decompose into trend, seasonal, and residual components. Divergence between short-term and long-term averages in Keysight often signals an upcoming reversal or acceleration.Keysight Technologies Related Equities
Checking Keysight Technologies against related firms within the Information Technology space reveals where the stock stands among peers. Revenue and margin checks across this group help investors set expectations for Keysight Technologies' results.
| Risk & Return | Correlation |
Keysight Technologies Market Strength Events
Market strength indicators for Keysight Technologies stock provide a framework for assessing security responsiveness. A rising Accumulation/Distribution line alongside rising price confirms institutional buying interest in Keysight Technologies.
Keysight Technologies Risk Indicators
Assessing Keysight Technologies' risk indicators is a structured way to evaluate the risk-return trade-off for keysight stock. The level of risk embedded in Keysight Technologies' feeds directly into exposure calibration.
| Mean Deviation | 2.06 | |||
| Semi Deviation | 1.8 | |||
| Standard Deviation | 3.59 | |||
| Variance | 12.88 | |||
| Downside Variance | 5.95 | |||
| Semi Variance | 3.23 | |||
| Expected Short fall | -2.37 |
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.
Keysight Technologies Short Properties
Short sentiment tied to Keysight Technologies matters because heavier bearish pressure can change how quickly future price expectations become unstable. Comparing short sentiment with trend behavior, volume, and the broader market narrative provides a more grounded view.
| Common Stock Shares Outstanding | 173 M | |
| Cash And Short Term Investments | 1.9 B |