VanEck Agribusiness Etf Forward View - Double Exponential Smoothing
| MOO Etf | USD 80.19 -2.21 -2.68% |
VanEck Agribusiness's Double Exponential Smoothing reference data reflects the model's output when applied to available daily price observations. This page summarizes the model output and key accuracy metrics for reference. The projected value and error metrics are calculated from available daily price observations. This information is intended as reference material for analytical purposes.
The Double Exponential Smoothing forecasted value of VanEck Agribusiness ETF on the next trading day is expected to be 80.01 with a mean absolute deviation of 0.70 and the sum of the absolute errors of 41.02.When VanEck Agribusiness ETF prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any VanEck Agribusiness ETF trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent VanEck Agribusiness observations are given relatively more weight in forecasting than the older observations. The Double Exponential Smoothing reference values for VanEck Agribusiness are derived from publicly available price data and should be used for informational purposes only. Double Exponential Smoothing Price Forecast For the 23rd of March
Given 90 days horizon, the Double Exponential Smoothing forecasted value of VanEck Agribusiness ETF on the next trading day is expected to be 80.01 with a mean absolute deviation of 0.70 , mean absolute percentage error of 0.75 , and the sum of the absolute errors of 41.02 .Please note that although there have been many attempts to predict VanEck Etf 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 VanEck Agribusiness' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Etf Forecast Pattern
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Forecasted Value
This next-day forecast for VanEck Agribusiness ETF 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 Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of VanEck Agribusiness etf data series using in forecasting. Note that when a statistical model is used to represent VanEck Agribusiness etf, 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 | Huge |
| Bias | Arithmetic mean of the errors | 0.1028 |
| MAD | Mean absolute deviation | 0.6953 |
| MAPE | Mean absolute percentage error | 0.0085 |
| SAE | Sum of the absolute errors | 41.0224 |
Other Forecasting Options for VanEck Agribusiness
Relative Strength Index values for VanEck measure the speed and magnitude of recent price changes. Recognizing these clusters in VanEck Agribusiness' returns helps calibrate position size and stop-loss levels. Candlestick pattern analysis of VanEck Etf daily data can reveal short-term reversal or continuation signals. Identifying these patterns in VanEck Etf data supports better trade timing.VanEck Agribusiness Related Equities
VanEck Agribusiness's market space within the Natural Resources space is best grasped by looking at the firms listed below. Return on equity across these peers shows how well each firm turns capital into profit. Peer pricing works best when the firms compared share similar business models and end markets.
| Risk & Return | Correlation |
VanEck Agribusiness Market Strength Events
Market strength indicators provide a structured view of how VanEck Agribusiness etf is positioned relative to trends. These indicators are valuable tools for identifying when to enter or exit positions in VanEck Agribusiness ETF. Investors tracking VanEck Agribusiness can use these signals to validate or adjust their position timing. Review these indicators alongside VanEck Agribusiness's fundamental data for a complete analytical picture.
VanEck Agribusiness Risk Indicators
The analysis of VanEck Agribusiness' risk metrics is one of the most important steps in projecting its future price. This process quantifies the risk associated with VanEck Agribusiness' and helps determine how to manage it. A structured analysis of VanEck Agribusiness' risk indicators is one of the most reliable ways to improve forecast accuracy. Investors who carefully evaluate the risks in VanEck Agribusiness' are better positioned to make informed decisions.
| Mean Deviation | 0.832 | |||
| Semi Deviation | 0.9146 | |||
| Standard Deviation | 1.05 | |||
| Variance | 1.1 | |||
| Downside Variance | 1.18 | |||
| Semi Variance | 0.8364 | |||
| Expected Short fall | -0.90 |
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 VanEck Agribusiness
Coverage intensity for VanEck Agribusiness ETF matters because narrative visibility can influence sentiment, participation, and volatility around the name. This is most useful when investors want to understand why a security is suddenly drawing more public discussion.
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More Resources for VanEck Etf Analysis
A structured review of VanEck Agribusiness ETF begins with its financial statements and overall trends. Financial ratios summarize performance across earnings and efficiency.For VanEck Agribusiness, Historical Fundamental Analysis of VanEck Agribusiness serves as a reference point for projection validation. VanEck Agribusiness currently shows P/E of 5.5, market cap of 1.04 Billion. VanEck Agribusiness analysis should be paired with portfolio risk and diversification tools before adjusting allocations. For VanEck Agribusiness, the analytical tools below add portfolio-level context that single-security review alone cannot provide. You can also try the Aroon Oscillator module to analyze current equity momentum using Aroon Oscillator and other momentum ratios.
For VanEck Agribusiness ETF, market value and book value represent two distinct lenses on the same underlying business. Together, market value, book value, and intrinsic value form a multi-dimensional view.
The concept of value for VanEck Agribusiness differs from its quoted price, since each reflects a different lens. For VanEck Agribusiness, key inputs include a P/E ratio of 5.5, and a P/B ratio of 2.19.