Badger Meter Stock Forward View - Simple Regression
| BMI Stock | USD 147.94 -0.47 -0.32% |
This page provides Simple Regression reference data for Badger Meter, calculated from historical daily prices. The model output shown here is derived from Badger Meter's historical price series and is provided for informational purposes.
The Simple Regression forecasted value of Badger Meter on the next trading day is projected to be 141.88 with a mean absolute deviation of 4.82 and the sum of the absolute errors of 293.73.In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Badger Meter historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data. The Simple Regression reference information for Badger Meter is based on available price data and is intended for informational purposes. Simple Regression Price Forecast For the 23rd of March
Given 90 days horizon, the Simple Regression forecasted value of Badger Meter on the next trading day is expected to be 141.88 with a mean absolute deviation of 4.82 , mean absolute percentage error of 42.57 , and the sum of the absolute errors of 293.73 .Please note that although there have been many attempts to predict Badger 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 Badger Meter's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest Badger Meter | Badger Meter Price Prediction | Research Analysis |
Forecasted Value
Forecasting Badger Meter for the next session involves measuring the model's historical ability to define credible downside and upside scenarios. The current forecast range spans downside near 139.31 and upside near 144.45.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Badger Meter stock data series using in forecasting. Note that when a statistical model is used to represent Badger Meter 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 | 121.8616 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 4.8152 |
| MAPE | Mean absolute percentage error | 0.0309 |
| SAE | Sum of the absolute errors | 293.7301 |
Other Forecasting Options for Badger Meter
The autocorrelation structure of Badger Meter's daily returns reveals whether Badger exhibits momentum, mean-reversion, or random-walk behavior. Separating these elements helps distinguish persistent directional moves from temporary noise in Badger Stock price data.Badger Meter Related Equities
Sizing up Badger Meter against these stocks within the Information Technology space shows how it compares on key financial measures. Growth rate gaps between Badger Meter and its peers often explain pricing differences in the market. Finding which peers are closest to Badger Meter in business model helps sharpen the comparison. The framework below supports both relative pricing and competitive standing review.
| Risk & Return | Correlation |
Badger Meter Market Strength Events
Market strength indicators applied to Badger Meter stock help assess momentum and resilience across environments. Investors can use these indicators to make informed decisions about market timing when trading Badger Meter.
Badger Meter Risk Indicators
Risk indicator analysis for Badger Meter is essential for accurately projecting its future price trajectory. The process involves identifying the amount of risk involved in Badger Meter's investment and either accepting or mitigating it.
| Mean Deviation | 1.76 | |||
| Standard Deviation | 2.57 | |||
| Variance | 6.61 |
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 Badger Meter
The amount of media and story coverage tied to Badger Meter can signal where market attention is concentrating at the moment. A disciplined read of coverage separates durable relevance from temporary noise.
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Badger Meter Short Properties
Short-interest signals around Badger Meter can help investors judge whether skeptical positioning is starting to pressure price predictability and market tone. The practical goal is to identify when the balance between long and short participation may be changing the quality of the setup.
| Common Stock Shares Outstanding | 29.6 M | |
| Cash And Short Term Investments | 226 M |