ClearSign Combustion Stock Forward View - Simple Exponential Smoothing
| CLIR Stock | USD 3.46 -0.15 -4.16% |
The Simple Exponential Smoothing forecast shown here for ClearSign Combustion is reference data produced from the equity's historical price series. Accuracy metrics including mean absolute deviation are provided alongside the projection.
The Simple Exponential Smoothing forecasted value of ClearSign Combustion on the next trading day is expected to be 3.47 with a mean absolute deviation of 0.25 and the sum of the absolute errors of 15.30.This simple exponential smoothing model begins by setting ClearSign Combustion forecast for the second period equal to the observation of the first period. In other words, recent ClearSign Combustion observations are given relatively more weight in forecasting than the older observations. This Simple Exponential Smoothing reference page for ClearSign Combustion presents model-generated projections from historical price data for informational purposes. Simple Exponential Smoothing Price Forecast For the 22nd of March
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of ClearSign Combustion on the next trading day is expected to be 3.47 with a mean absolute deviation of 0.25 , mean absolute percentage error of 0.14 , and the sum of the absolute errors of 15.30 .Please note that although there have been many attempts to predict ClearSign 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 ClearSign Combustion's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest ClearSign Combustion | ClearSign Combustion Price Prediction | Research Analysis |
Forecasted Value
This next-day forecast for ClearSign Combustion uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. At the moment, the model places downside around 0.03 and upside around 9.84 for the forecasting period.
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 ClearSign Combustion stock data series using in forecasting. Note that when a statistical model is used to represent ClearSign Combustion 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 | 116.1326 |
| Bias | Arithmetic mean of the errors | 0.0475 |
| MAD | Mean absolute deviation | 0.2508 |
| MAPE | Mean absolute percentage error | 0.0427 |
| SAE | Sum of the absolute errors | 15.3 |
Other Forecasting Options for ClearSign Combustion
Regardless of investment experience, understanding ClearSign Combustion's price movement is essential for anyone considering a position in ClearSign. Price charts for ClearSign Stock are often filled with noise that can lead to poor investment choices if not properly filtered.ClearSign Combustion Related Equities
The following equities are related to ClearSign Combustion within the Information Technology space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing ClearSign Combustion 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 |
ClearSign Combustion Market Strength Events
Market strength indicators for ClearSign Combustion give investors insight into the stock's responsiveness to broader market forces. Tracking these indicators provides context to make informed timing decisions and identify periods where trading ClearSign Combustion is likely to be most rewarding.
| Accumulation Distribution | 4930.82 | |||
| Daily Balance Of Power | -0.25 | |||
| Rate Of Daily Change | 0.96 | |||
| Day Median Price | 3.67 | |||
| Day Typical Price | 3.6 | |||
| Price Action Indicator | -0.28 | |||
| Period Momentum Indicator | -0.15 |
ClearSign Combustion Risk Indicators
A thorough review of ClearSign Combustion's risk indicators is an important first step in forecasting its price and managing investment exposure. This analysis provides context for determining the appropriate level of risk to accept when holding ClearSign Combustion's.
| Mean Deviation | 4.14 | |||
| Standard Deviation | 6.26 | |||
| Variance | 39.21 |
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 ClearSign Combustion
Coverage intensity for ClearSign Combustion matters because narrative visibility can influence sentiment, participation, and volatility around the name. The stronger process compares story flow with performance, theme classification, and the level of short-term market interest.
Contributor Headline
Latest Perspective From Macroaxis
ClearSign Combustion Short Properties
Short sentiment tied to ClearSign Combustion matters because heavier bearish pressure can change how quickly future price expectations become unstable. Used correctly, these measures can help investors decide when hedging or timing discipline may matter more than conviction alone.
| Common Stock Shares Outstanding | 4.9 M | |
| Cash And Short Term Investments | 14 M |
Additional Tools for ClearSign Stock Analysis
| Economic Indicators Top statistical indicators that provide insights into how an economy is performing | |
| Transaction History View history of all your transactions and understand their impact on performance | |
| Equity Analysis Research over 250,000 global equities including funds, stocks and ETFs to find investment opportunities | |
| Bonds Directory Find actively traded corporate debentures issued by US companies | |
| ETFs Find actively traded Exchange Traded Funds (ETF) from around the world | |
| Stock Screener Find equities using a custom stock filter or screen asymmetry in trading patterns, price, volume, or investment outlook. | |
| Positions Ratings Determine portfolio positions ratings based on digital equity recommendations. Macroaxis instant position ratings are based on combination of fundamental analysis and risk-adjusted market performance | |
| Volatility Analysis Get historical volatility and risk analysis based on latest market data | |
| Share Portfolio Track or share privately all of your investments from the convenience of any device |