ZKB Silver Etf Forward View - Triple Exponential Smoothing

ZSILHE Etf  EUR 336.65  -2.65  -0.78%   
The Triple Exponential Smoothing forecast shown here for ZKB Silver is reference data produced from the equity's historical price series. Accuracy metrics including mean absolute deviation are provided alongside the projection.
The Triple Exponential Smoothing forecasted value of ZKB Silver ETF on the next trading day is expected to be 338.90 with a mean absolute deviation of 18.42 and the sum of the absolute errors of 1,105.As with simple exponential smoothing, in triple exponential smoothing models past ZKB Silver observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older ZKB Silver ETF observations. This Triple Exponential Smoothing reference page for ZKB Silver presents model-generated projections from historical price data for informational purposes.
Triple exponential smoothing for ZKB Silver - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When ZKB Silver 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 trend in ZKB Silver price movement. However, neither of these exponential smoothing models address any seasonality of ZKB Silver ETF.

Triple Exponential Smoothing Price Forecast For the 22nd of March

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of ZKB Silver ETF on the next trading day is expected to be 338.90 with a mean absolute deviation of 18.42 , mean absolute percentage error of 690.60 , and the sum of the absolute errors of 1,105 .
Please note that although there have been many attempts to predict ZKB 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 ZKB Silver'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 ZKB Silver ETF for the next session involves measuring the model's historical ability to define credible downside and upside scenarios. At the moment, the model places downside around 332.84 and upside around 344.96 for the forecasting period.
Market Value
336.65
332.84
Downside
338.90
Expected Value
344.96
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of ZKB Silver etf data series using in forecasting. Note that when a statistical model is used to represent ZKB Silver 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.
AICAkaike Information CriteriaHuge
BiasArithmetic mean of the errors 2.0642
MADMean absolute deviation18.4158
MAPEMean absolute percentage error0.0446
SAESum of the absolute errors1104.95
As with simple exponential smoothing, in triple exponential smoothing models past ZKB Silver observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older ZKB Silver ETF observations.

Other Forecasting Options for ZKB Silver

Regardless of investment experience, understanding ZKB Silver's price movement is essential for anyone considering a position in ZKB. Price charts for ZKB Etf are often filled with noise that can lead to poor investment choices if not properly filtered.

ZKB Silver Related Equities

The following equities are related to ZKB Silver within the Commodities - Precious Metals space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing ZKB Silver 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

ZKB Silver Market Strength Events

Market strength indicators for ZKB Silver give investors insight into the etf's responsiveness to broader market forces. Tracking these indicators provides context to make informed timing decisions and identify periods where trading ZKB Silver is likely to be most rewarding.

ZKB Silver Risk Indicators

A thorough review of ZKB Silver's risk indicators is an important first step in forecasting its price and managing investment exposure. This analysis provides context for determining the appropriate level of risk to accept when holding ZKB Silver's.
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 ZKB Silver

Story coverage around ZKB Silver ETF 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.

Other Macroaxis Stories

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.

More Resources for ZKB Etf Analysis

Other Information on Investing in ZKB Etf

ZKB Silver ratios capture relationships across its reported financial data. They summarize how financial performance connects to valuation.