Guardian Directed Etf Forward View - Triple Exponential Smoothing

GDEP Etf  CAD 18.00  -0.03  -0.17%   
Guardian Directed's Triple 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 Triple Exponential Smoothing forecasted value of Guardian Directed Equity on the next trading day is expected to be 17.98 with a mean absolute deviation of 0.11 and the sum of the absolute errors of 6.25.As with simple exponential smoothing, in triple exponential smoothing models past Guardian Directed 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 Guardian Directed Equity observations. The Triple Exponential Smoothing reference values for Guardian Directed are derived from publicly available price data and should be used for informational purposes only.
Triple exponential smoothing for Guardian Directed - 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 Guardian Directed 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 Guardian Directed price movement. However, neither of these exponential smoothing models address any seasonality of Guardian Directed Equity.

Triple Exponential Smoothing Price Forecast For the 24th of March

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Guardian Directed Equity on the next trading day is expected to be 17.98 with a mean absolute deviation of 0.11 , mean absolute percentage error of 0.02 , and the sum of the absolute errors of 6.25 .
Please note that although there have been many attempts to predict Guardian 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 Guardian Directed'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

The next-day forecast for Guardian Directed Equity focuses on identifying predictive downside and upside bands that can frame a realistic trading range. The current forecast range spans downside near 17.28 and upside near 18.67.
Market Value
18.00
17.98
Expected Value
18.67
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 Guardian Directed etf data series using in forecasting. Note that when a statistical model is used to represent Guardian Directed 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 -0.0176
MADMean absolute deviation0.1059
MAPEMean absolute percentage error0.0057
SAESum of the absolute errors6.2457
As with simple exponential smoothing, in triple exponential smoothing models past Guardian Directed 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 Guardian Directed Equity observations.

Other Forecasting Options for Guardian Directed

Relative Strength Index values for Guardian measure the speed and magnitude of recent price changes. Recognizing these clusters in Guardian Directed's returns helps calibrate position size and stop-loss levels. Candlestick pattern analysis of Guardian Etf daily data can reveal short-term reversal or continuation signals. Identifying these patterns in Guardian Etf data supports better trade timing.

Guardian Directed Related Equities

These related stocks within the Global Equity space give benchmarks for judging Guardian Directed's results, margins, and growth trend. Checking Guardian Directed against peers on P/E, margins, and return on equity helps put its position in context.
 Risk & Return  Correlation

Guardian Directed Market Strength Events

Market strength indicators provide a structured view of how Guardian Directed etf is positioned relative to trends. These indicators are valuable tools for identifying when to enter or exit positions in Guardian Directed Equity. Investors tracking Guardian Directed can use these signals to validate or adjust their position timing. Review these indicators alongside Guardian Directed's fundamental data for a complete analytical picture.

Guardian Directed Risk Indicators

The analysis of Guardian Directed's risk metrics is one of the most important steps in projecting its future price. This process quantifies the risk associated with Guardian Directed's and helps determine how to manage it. A structured analysis of Guardian Directed's risk indicators is one of the most reliable ways to improve forecast accuracy. Investors who carefully evaluate the risks in Guardian Directed's are better positioned to make informed decisions.
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 Guardian Directed

Coverage intensity for Guardian Directed Equity matters because narrative visibility can influence sentiment, participation, and volatility around the name. Used properly, this context can help investors judge whether visibility is reinforcing the thesis or attracting more speculative pressure.

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.

More Resources for Guardian Etf Analysis

Other Information on Investing in Guardian Etf

Financial ratios reflect how major financial figures connect within Guardian Directed. They frame financial performance across earnings, cash flow, and valuation.