DeFiance Leveraged Etf Forward View - Simple Exponential Smoothing
| MST Etf | 24.44 -0.47 -1.89% |
The Simple Exponential Smoothing forecast shown here for DeFiance Leveraged is reference data produced from its historical price series. The projected value and error measures below serve as reference information.
The Simple Exponential Smoothing forecasted value of Defiance Leveraged Long on the next trading day is expected to be 24.44 with a mean absolute deviation of 0.65 and the sum of the absolute errors of 39.18.This simple exponential smoothing model begins by setting Defiance Leveraged Long forecast for the second period equal to the observation of the first period. In other words, recent DeFiance Leveraged observations are given relatively more weight in forecasting than the older observations. This Simple Exponential Smoothing reference page for DeFiance Leveraged presents model-generated projections from historical price data for informational purposes. Simple Exponential Smoothing Price Forecast For the 25th of March
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Defiance Leveraged Long on the next trading day is expected to be 24.44 with a mean absolute deviation of 0.65 , mean absolute percentage error of 7.82 , and the sum of the absolute errors of 39.18 .Please note that although there have been many attempts to predict DeFiance 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 DeFiance Leveraged's 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
Forecasting Defiance Leveraged Long 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 0.24 and upside near 104.54.
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 DeFiance Leveraged etf data series using in forecasting. Note that when a statistical model is used to represent DeFiance Leveraged 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 | 118.3292 |
| Bias | Arithmetic mean of the errors | -0.3193 |
| MAD | Mean absolute deviation | 0.653 |
| MAPE | Mean absolute percentage error | 0.0871 |
| SAE | Sum of the absolute errors | 39.18 |
Other Forecasting Options for DeFiance Leveraged
The distribution of DeFiance Leveraged's daily returns is typically non-normal, with fatter tails than a Gaussian model predicts. This can reveal hidden support and resistance zones in DeFiance Leveraged's chart that simple price charts miss.DeFiance Leveraged Related Equities
These related stocks within the Trading--Miscellaneous space give benchmarks for judging DeFiance Leveraged's results, margins, and growth trend. Market cap and total value checks frame DeFiance Leveraged's size within the competitive field. Sector-wide trends across this peer group can help split company-level factors from broader forces. The data below allows side-by-side review across the most common financial metrics.
| Risk & Return | Correlation |
DeFiance Leveraged Market Strength Events
Market strength indicators for DeFiance Leveraged give insight into the etf's responsiveness to broader forces. These indicators are useful for traders seeking optimal timing for positions in Defiance Leveraged Long.
DeFiance Leveraged Risk Indicators
A thorough review of DeFiance Leveraged's risk indicators is an important first step in forecasting its price. Quantifying the risk involved in DeFiance Leveraged's allows investors to make better decisions about entry, sizing, and hedging.
| Mean Deviation | 20.5 | |||
| Semi Deviation | 7.01 | |||
| Standard Deviation | 77.04 | |||
| Variance | 5935.06 | |||
| Downside Variance | 86.0 | |||
| Semi Variance | 49.21 | |||
| Expected Short fall | -27.08 |
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 DeFiance Leveraged
The amount of media and story coverage tied to Defiance Leveraged Long can signal where market attention is concentrating at the moment. The stronger process compares story flow with performance, theme classification, and the level of short-term market interest.
Other Macroaxis Stories
Macroaxis story coverage is designed for a broad investing audience that ranges from self-directed traders to advisers, researchers, and institutional market participants. The content is intended to support people who want a more structured path from headline information to portfolio action.
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More Resources for DeFiance Etf Analysis
A full view of DeFiance Leveraged Long is built from its financial statements and trend data. Financial ratios summarize performance across earnings and efficiency.The Historical Fundamental Analysis of DeFiance Leveraged dataset supports cross-verification of projections for DeFiance Leveraged. This analysis of DeFiance Leveraged works best as a complementary layer when evaluating how the security fits in a broader portfolio. DeFiance Leveraged peer comparison and risk tools below help frame relative strengths and weaknesses. You can also try the Financial Widgets module to easily integrated Macroaxis content with over 30 different plug-and-play financial widgets.
Understanding DeFiance Leveraged Long includes distinguishing between market value and book value, where book value reflects DeFiance's accounting equity. Value and price for DeFiance Leveraged are related but not identical, and they can diverge across cycles.
For DeFiance Leveraged, intrinsic value is a model-driven estimate while price is a market-driven observation. The value framework considers margins, capital efficiency, and revenue trajectory.