Nebag Ag Stock Forward View
| NBEN Stock | CHF 5.75 0.05 0.88% |
Nebag Ag's Naive Prediction reference data is presented on this page, derived from the application of the forecasting model to historical closing prices. Projected values and accuracy measures are included for reference.
The Naive Prediction forecasted value of Nebag ag on the next trading day is expected to be 5.75 with a mean absolute deviation of 0.05 and the sum of the absolute errors of 3.02.This model is not at all useful as a medium-long range forecasting tool of Nebag ag. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Nebag Ag. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights. The Naive Prediction reference information for Nebag Ag is based on available price data and is intended for informational purposes. Naive Prediction Price Forecast For the 22nd of March
Given 90 days horizon, the Naive Prediction forecasted value of Nebag ag on the next trading day is expected to be 5.75 with a mean absolute deviation of 0.05 , mean absolute percentage error of 0.004 , and the sum of the absolute errors of 3.02 .Please note that although there have been many attempts to predict Nebag 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 Nebag Ag's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest Nebag Ag | Nebag Ag Price Prediction | Research Analysis |
Forecasted Value
This next-day forecast for Nebag ag uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. 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 Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Nebag Ag stock data series using in forecasting. Note that when a statistical model is used to represent Nebag Ag 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 | 114.425 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0488 |
| MAPE | Mean absolute percentage error | 0.0082 |
| SAE | Sum of the absolute errors | 3.0244 |
Other Forecasting Options for Nebag Ag
For any investor considering Nebag, Nebag Ag's price movement is the central factor in determining investment viability. The noise present in Nebag Stock price charts can distort investment decisions if not properly addressed.Nebag Ag Related Equities
The following equities are related to Nebag Ag within the Financials space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Nebag Ag 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 |
Nebag Ag Market Strength Events
Market strength indicators for Nebag Ag stock help investors evaluate the security's behavior relative to ongoing market conditions. These tools support better market timing and help identify entry and exit signals for Nebag ag.
Nebag Ag Risk Indicators
The analysis of Nebag Ag's basic risk indicators is a key input for accurate price forecasting and sound investment decisions. Understanding the risk in Nebag Ag's investment allows investors to make informed choices about accepting or mitigating that exposure.
| Mean Deviation | 0.9587 | |||
| Standard Deviation | 1.3 | |||
| Variance | 1.69 |
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 Nebag Ag
Story coverage around Nebag ag often expands when market conditions, narrative momentum, or risk-adjusted performance make the security more visible to investors. A disciplined read of coverage separates durable relevance from temporary noise.
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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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Nebag Ag Short Properties
Reviewing short-oriented indicators for Nebag ag is useful because long and short participants often create very different signals for timing and volatility. Used correctly, these measures can help investors decide when hedging or timing discipline may matter more than conviction alone.
| Common Stock Shares Outstanding | 9.1 M | |
| Cash And Short Term Investments | 8.1 M |
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