Cerberus Cyber Stock Forward View - Double Exponential Smoothing
| CISO Stock | USD 0.36 -0.01 -2.70% |
The Double Exponential Smoothing forecast shown here for Cerberus Cyber is reference data produced from its historical price series. The projected value and error measures below serve as reference information.
The Double Exponential Smoothing forecasted value of Cerberus Cyber Sentinel on the next trading day is expected to be 0.36 with a mean absolute deviation of 0.02 and the sum of the absolute errors of 0.94.When Cerberus Cyber Sentinel 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 Cerberus Cyber Sentinel 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 Cerberus Cyber observations are given relatively more weight in forecasting than the older observations. This Double Exponential Smoothing reference page for Cerberus Cyber presents model-generated projections from historical price data for informational purposes. Double Exponential Smoothing Price Forecast For the 26th of March
Given 90 days horizon, the Double Exponential Smoothing forecasted value of Cerberus Cyber Sentinel on the next trading day is expected to be 0.36 with a mean absolute deviation of 0.02 , mean absolute percentage error of 0.0005 , and the sum of the absolute errors of 0.94 .Please note that although there have been many attempts to predict Cerberus 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 Cerberus Cyber's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest Cerberus Cyber | Cerberus Cyber Price Prediction | Research Analysis |
Forecasted Value
Forecasting Cerberus Cyber Sentinel for the next session involves measuring the model's historical ability to define credible downside and upside scenarios. The projected forecast band currently runs from roughly 0.0036 on the downside to about 5.30 on the upside.
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 Cerberus Cyber stock data series using in forecasting. Note that when a statistical model is used to represent Cerberus Cyber 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 | -0.003 |
| MAD | Mean absolute deviation | 0.0156 |
| MAPE | Mean absolute percentage error | 0.0364 |
| SAE | Sum of the absolute errors | 0.9368 |
Other Forecasting Options for Cerberus Cyber
The distribution of Cerberus Cyber's daily returns is typically non-normal, with fatter tails than a Gaussian model predicts. This can reveal hidden support and resistance zones in Cerberus Cyber's chart that simple price charts miss.Cerberus Cyber Related Equities
These related stocks within the Information Technology space give benchmarks for judging Cerberus Cyber's results, margins, and growth trend. Looking at Cerberus Cyber's pricing multiples next to these peers shows if the stock trades at a premium or discount. Persistent outperformance or underperformance by specific peers relative to Cerberus Cyber often signals structural advantages or weaknesses. Combining quantitative ratios with qualitative context such as management quality and market position sharpens peer comparisons.
| Risk & Return | Correlation |
Cerberus Cyber Market Strength Events
Market strength indicators for Cerberus Cyber give insight into the stock's responsiveness to broader forces. These indicators are useful for traders seeking optimal timing for positions in Cerberus Cyber Sentinel.
Cerberus Cyber Risk Indicators
A thorough review of Cerberus Cyber's risk indicators is an important first step in forecasting its price. Quantifying the risk involved in Cerberus Cyber's allows investors to make better decisions about entry, sizing, and hedging.
| Mean Deviation | 3.48 | |||
| Standard Deviation | 4.82 | |||
| Variance | 23.27 |
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 Cerberus Cyber
The amount of media and story coverage tied to Cerberus Cyber Sentinel 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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Cerberus Cyber Short Properties
Short-interest signals around Cerberus Cyber Sentinel can help investors judge whether skeptical positioning is starting to pressure price predictability and market tone. A disciplined short-interest review can make timing decisions more informed under rising skepticism.
| Common Stock Shares Outstanding | 12 M | |
| Cash And Short Term Investments | 992.6 K |