Tempest Security Stock Forward View - Simple Exponential Smoothing
| TSEC Stock | SEK 10.75 0.40 3.86% |
Tempest Security AB's Simple Exponential Smoothing forecast reference data is generated from the equity's historical trading prices. This page presents the model output and associated accuracy measures as reference information.
The Simple Exponential Smoothing forecasted value of Tempest Security AB on the next trading day is expected to be 10.75 with a mean absolute deviation of 0.17 and the sum of the absolute errors of 10.57.This simple exponential smoothing model begins by setting Tempest Security AB forecast for the second period equal to the observation of the first period. In other words, recent Tempest Security observations are given relatively more weight in forecasting than the older observations. The Simple Exponential Smoothing projections for Tempest Security AB are reference data based on historical daily prices and are provided as informational context. Simple Exponential Smoothing Price Forecast For the 19th of March
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Tempest Security AB on the next trading day is expected to be 10.75 with a mean absolute deviation of 0.17 , mean absolute percentage error of 0.07 , and the sum of the absolute errors of 10.57 .Please note that although there have been many attempts to predict Tempest 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 Tempest Security's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest Tempest Security | Tempest Security Price Prediction | Research Analysis |
Forecasted Value
For the next trading day, Macroaxis evaluates Tempest Security'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 Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Tempest Security stock data series using in forecasting. Note that when a statistical model is used to represent Tempest Security 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 | 115.3978 |
| Bias | Arithmetic mean of the errors | 0.0205 |
| MAD | Mean absolute deviation | 0.1733 |
| MAPE | Mean absolute percentage error | 0.0158 |
| SAE | Sum of the absolute errors | 10.57 |
Other Forecasting Options for Tempest Security
The price trajectory of Tempest is the primary concern for any investor assessing it as an opportunity. Tempest Stock price charts are filled with noise that can easily mislead uninformed investment decisions.Tempest Security Related Equities
The following equities are related to Tempest Security within the Security & Protection Services space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Tempest Security 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 |
Tempest Security Market Strength Events
Understanding the market strength of Tempest Security stock enables investors to assess the security's momentum and responsiveness to broader market forces. These indicators are essential tools for timing trades in Tempest Security AB with greater precision.
Tempest Security Risk Indicators
Reviewing Tempest Security's basic risk indicators is essential for investors who want to forecast its price and manage their investment risk effectively. This analysis helps identify the amount of risk involved in holding Tempest Security's and informs decisions about hedging and position.
| Mean Deviation | 1.55 | |||
| Standard Deviation | 2.26 | |||
| Variance | 5.12 |
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 Tempest Security
Coverage intensity for Tempest Security AB matters because narrative visibility can influence sentiment, participation, and volatility around the name. The practical risk is that faster visibility can increase both interest and skepticism at the same time.
Other Macroaxis Stories
Macroaxis publishes story content for a diverse readership that includes finance students, independent investors, money managers, and market-focused operating teams. What connects that audience is a focus on building stronger portfolios through better research, risk awareness, and comparative analysis.
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Tempest Security Short Properties
Short sentiment tied to Tempest Security AB 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 | 9.6 M | |
| Cash And Short Term Investments | 26.6 M |
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