Visionstate Corp Stock Forward View - Double Exponential Smoothing
| VIS Stock | CAD 0.02 0.00 0.00% |
Visionstate Corp's Double Exponential Smoothing reference page summarizes the forecasted price and model accuracy metrics derived from daily trading data. This reference information is provided for analytical context.
The Double Exponential Smoothing forecasted value of Visionstate Corp on the next trading day is expected to be 0.02 with a mean absolute deviation of 0.0005 and the sum of the absolute errors of 0.03.When Visionstate Corp 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 Visionstate Corp 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 Visionstate Corp observations are given relatively more weight in forecasting than the older observations. This Double Exponential Smoothing forecast data for Visionstate Corp is sourced from the most recent available trading data and is intended solely as reference information. Double Exponential Smoothing Price Forecast For the 20th of March
Given 90 days horizon, the Double Exponential Smoothing forecasted value of Visionstate Corp on the next trading day is expected to be 0.02 with a mean absolute deviation of 0.0005 , mean absolute percentage error of 0.00000508 , and the sum of the absolute errors of 0.03 .Please note that although there have been many attempts to predict Visionstate Stock 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 Visionstate Corp's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest Visionstate Corp | Visionstate Corp Price Prediction | Research Analysis |
Forecasted Value
This next-day forecast for Visionstate Corp uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. Investors should still remember that no empirical framework consistently proves that one family of forecasting models will outperform all other approaches in live markets.
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 Visionstate Corp stock data series using in forecasting. Note that when a statistical model is used to represent Visionstate Corp stock, 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 | -5.0E-4 |
| MAD | Mean absolute deviation | 5.0E-4 |
| MAPE | Mean absolute percentage error | 0.0169 |
| SAE | Sum of the absolute errors | 0.03 |
Other Forecasting Options for Visionstate Corp
The movement of Visionstate price is the central consideration for investors deciding whether to enter or hold a position. Noise in Visionstate Stock price charts can make it difficult to distinguish meaningful trends from random fluctuations.Visionstate Corp Related Equities
The following equities are related to Visionstate Corp within the Information Technology space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Visionstate Corp 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 |
Visionstate Corp Market Strength Events
Investors use market strength indicators for Visionstate Corp to evaluate how the stock performs relative to broader market trends. These indicators support more precise timing of Visionstate Corp positions, helping investors maximize return and minimize poorly-timed trades.
Visionstate Corp Risk Indicators
A careful analysis of Visionstate Corp's basic risk indicators helps investors understand the risk environment surrounding visionstate stock. This understanding is an essential input for forecasting Visionstate Corp's future price and for deciding how to manage the associated investment risk.
| Mean Deviation | 4.48 | |||
| Standard Deviation | 12.89 | |||
| Variance | 166.08 |
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 Visionstate Corp
Coverage intensity for Visionstate Corp matters because narrative visibility can influence sentiment, participation, and volatility around the name. The stronger process compares story flow with performance, theme classification, and the level of short-term market interest.
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