DIA Crypto Coin Forward View - Simple Exponential Smoothing
| DIA Crypto | USD 0.18 -0.01 -5.26% |
This reference page presents Simple Exponential Smoothing forecast data for DIA. The projected values and error metrics are presented below as reference information.
The Simple Exponential Smoothing forecasted value of DIA on the next trading day is expected to be 0.18 with a mean absolute deviation of 0.01 and the sum of the absolute errors of 0.52.This simple exponential smoothing model begins by setting DIA forecast for the second period equal to the observation of the first period. In other words, recent DIA observations are given relatively more weight in forecasting than the older observations. This Simple Exponential Smoothing forecast data for DIA is sourced from the most recent available trading data and is intended solely as reference information. Simple Exponential Smoothing Price Forecast For the 26th of March
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of DIA on the next trading day is expected to be 0.18 with a mean absolute deviation of 0.01 , mean absolute percentage error of 0.0002 , and the sum of the absolute errors of 0.52 .Please note that although there have been many attempts to predict DIA Crypto Coin 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 DIA's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Crypto Coin Forecast Pattern
Forecasted Value
Forecasting DIA for the next session involves measuring the model's historical ability to define credible downside and upside scenarios. 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 Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of DIA crypto coin data series using in forecasting. Note that when a statistical model is used to represent DIA crypto coin, 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 | 107.6314 |
| Bias | Arithmetic mean of the errors | 0.0013 |
| MAD | Mean absolute deviation | 0.0087 |
| MAPE | Mean absolute percentage error | 0.0384 |
| SAE | Sum of the absolute errors | 0.52 |
Other Forecasting Options for DIA
DIA's daily price returns can be decomposed into trend, seasonal, and residual components. Divergence between short-term and long-term averages in DIA often signals an upcoming reversal or acceleration.DIA Related Equities
These stocks within the Cryptocurrency space are often compared to DIA by analysts and fund managers in the sector. Profit comparisons show whether DIA earns above or below average returns next to its peers. Firms that trade at big discounts to peers on core metrics may be worth more research.
| Risk & Return | Correlation |
DIA Market Strength Events
Market strength indicators help investors evaluate how DIA crypto coin reacts to evolving market conditions. These indicators help determine optimal entry and exit points for trading DIA.
DIA Risk Indicators
The analysis of DIA's basic risk indicators is one of the essential steps in accurately forecasting its future price. Understanding the risk involved in holding DIA's allows investors to make informed decisions about their exposure.
| Mean Deviation | 3.82 | |||
| Standard Deviation | 5.46 | |||
| Variance | 29.81 |
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 DIA
A coverage review of DIA shows when the security is attracting above-average attention from contributors and market observers. 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 DIA Crypto Coin Analysis
The foundation for reviewing DIA is its financial reporting and trend data.The Historical Fundamental Analysis of DIA module adds a historical reference layer for DIA's projections. DIA currently shows market cap of 116,254. This analysis of DIA works best as a complementary layer when evaluating how the security fits in a broader portfolio. For DIA, the analytical tools below add portfolio-level context that single-security review alone cannot provide. You can also try the Equity Forecasting module to use basic forecasting models to generate price predictions and determine price momentum.