ClearSign Combustion Stock Forward View - Simple Moving Average
| CLIR Stock | USD 3.57 0.04 1.13% |
The Simple Moving Average forecast shown here for ClearSign Combustion is reference data produced from its historical price series. The projected value and error measures below serve as reference information. This data is provided for reference and analytical review. The Simple Moving Average output serves as one input among many for analytical review.
The Simple Moving Average forecasted value of ClearSign Combustion on the next trading day is expected to be 3.55 with a mean absolute deviation of 0.25 and the sum of the absolute errors of 14.49.The simple moving average model is conceptually a linear regression of the current value of ClearSign Combustion price series against current and previous (unobserved) value of ClearSign Combustion. In time series analysis, the simple moving-average model is a very common approach for modeling univariate price series models including forecasting prices into the future This Simple Moving Average reference page for ClearSign Combustion presents model-generated projections from historical price data for informational purposes. Simple Moving Average Price Forecast For the 26th of March
Given 90 days horizon, the Simple Moving Average forecasted value of ClearSign Combustion on the next trading day is expected to be 3.55 with a mean absolute deviation of 0.25 , mean absolute percentage error of 0.14 , and the sum of the absolute errors of 14.49 .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
Forecasting ClearSign Combustion 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 0.04 on the downside to about 9.89 on the upside.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Simple Moving Average 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 | 112.4801 |
| Bias | Arithmetic mean of the errors | 0.0586 |
| MAD | Mean absolute deviation | 0.2456 |
| MAPE | Mean absolute percentage error | 0.043 |
| SAE | Sum of the absolute errors | 14.49 |
Other Forecasting Options for ClearSign Combustion
The distribution of ClearSign Combustion's daily returns is typically non-normal, with fatter tails than a Gaussian model predicts. This can reveal hidden support and resistance zones in ClearSign Combustion's chart that simple price charts miss. The slope of ClearSign Combustion's linear regression channel quantifies trend direction and strength over a chosen lookback period. Divergences between OBV and price can foreshadow trend changes in ClearSign.ClearSign Combustion Related Equities
These firms work in a similar space as ClearSign Combustion within the Information Technology space and serve as useful points for comparison. Looking at ClearSign Combustion's pricing multiples next to these peers shows if the stock trades at a premium or discount.
| Risk & Return | Correlation |
ClearSign Combustion Market Strength Events
Market strength indicators for ClearSign Combustion give insight into the stock's responsiveness to broader forces. These indicators are useful for traders seeking optimal timing for positions in ClearSign Combustion. Market strength analysis for ClearSign Combustion works best when combined with volume and volatility data. For ClearSign Combustion, strength indicators are a practical complement to price and fundamental analysis.
| Accumulation Distribution | 303.49 | |||
| Daily Balance Of Power | 0.25 | |||
| Rate Of Daily Change | 1.01 | |||
| Day Median Price | 3.65 | |||
| Day Typical Price | 3.62 | |||
| Price Action Indicator | -0.06 | |||
| Period Momentum Indicator | 0.04 |
ClearSign Combustion Risk Indicators
A thorough review of ClearSign Combustion's risk indicators is an important first step in forecasting its price. Quantifying the risk involved in ClearSign Combustion's allows investors to make better decisions about entry, sizing, and hedging. The assessment of ClearSign Combustion's risk indicators plays a key role in managing investment exposure. Identifying the magnitude of risk in ClearSign Combustion's provides context to choose between accepting or hedging exposure.
| Mean Deviation | 4.12 | |||
| Standard Deviation | 6.24 | |||
| Variance | 38.97 |
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
A coverage review of ClearSign Combustion shows when the security is attracting above-average attention from contributors and market observers. 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-interest signals around ClearSign Combustion can help investors judge whether skeptical positioning is starting to pressure price predictability and market tone. This is most valuable when investors want to know whether bearish pressure is starting to shape the market's reaction function.
| Common Stock Shares Outstanding | 4.9 M | |
| Cash And Short Term Investments | 14 M |
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