Vanguard Total Etf Forward View - Polynomial Regression
| VT Etf | USD 136.30 0.01 0.01% |
The Polynomial Regression forecast reference data for Vanguard Total World is based on the equity's recent trading history. Forecast values and accuracy indicators are summarized on this page for reference. This reference information is provided for analytical context.
The Polynomial Regression forecasted value of Vanguard Total World on the next trading day is expected to be 134.62 with a mean absolute deviation of 0.89 and the sum of the absolute errors of 54.44.A single variable polynomial regression model attempts to put a curve through the Vanguard Total historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm The Polynomial Regression projections for Vanguard Total World are reference data based on historical daily prices and are provided as informational context. Polynomial Regression Price Forecast For the 24th of March
Given 90 days horizon, the Polynomial Regression forecasted value of Vanguard Total World on the next trading day is expected to be 134.62 with a mean absolute deviation of 0.89 , mean absolute percentage error of 1.29 , and the sum of the absolute errors of 54.44 .Please note that although there have been many attempts to predict Vanguard 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 Vanguard Total's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Etf Forecast Pattern
| Backtest Vanguard Total | Vanguard Total Price Prediction | Research Analysis |
Forecasted Value
Forecasting Vanguard Total World 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 133.78 and upside around 135.46 for the forecasting period.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Vanguard Total etf data series using in forecasting. Note that when a statistical model is used to represent Vanguard Total 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 | 118.3632 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.8924 |
| MAPE | Mean absolute percentage error | 0.0062 |
| SAE | Sum of the absolute errors | 54.4394 |
Other Forecasting Options for Vanguard Total
Volatility clustering is a well-documented feature of Vanguard Etf price data where periods of large moves tend to follow other large moves. When Vanguard Total's RSI reaches extreme levels, it often precedes a short-term price correction or consolidation. Seasonal patterns in Vanguard Total's returns can persist when driven by structural factors like earnings calendars or index rebalancing.Vanguard Total Related Equities
Sizing up Vanguard Total against these stocks within the Global Large-Stock Blend space shows how it compares on key financial measures. Checking Vanguard Total against peers on P/E, margins, and return on equity helps put its position in context. Peer review is most useful when paired with absolute pricing and trend checks.
| Risk & Return | Correlation |
Vanguard Total Market Strength Events
Analyzing market strength indicators for Vanguard Total enables investors to understand relative etf momentum. Investors use these tools to determine the best times to initiate or close positions in Vanguard Total World. Market strength indicators support more precise timing of Vanguard Total World positions across market cycles.
Vanguard Total Risk Indicators
Identifying and analyzing Vanguard Total's key risk indicators is a foundational step in projecting how its price may evolve. This process involves measuring the level of investment risk in Vanguard Total's and determining how best to manage it. Studying Vanguard Total's risk indicators helps investors understand the risk level of vanguard etf.
| Mean Deviation | 0.6483 | |||
| Standard Deviation | 0.84 | |||
| Variance | 0.7055 |
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 Vanguard Total
A coverage review of Vanguard Total World shows when the security is attracting above-average attention from contributors and market observers. The practical risk is that faster visibility can increase both interest and skepticism at the same time.
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More Resources for Vanguard Etf Analysis
For Vanguard Total, Historical Fundamental Analysis of Vanguard Total serves as a reference point for projection validation. Vanguard Total currently shows P/E of 17.45. This analysis of Vanguard Total works best as a complementary layer when evaluating how the security fits in a broader portfolio. A thorough Vanguard Total review pairs this page with the quantitative and comparative resources listed below. You can also try the Alpha Finder module to use alpha and beta coefficients to find investment opportunities after accounting for the risk.
Comparing Vanguard Total's market price with book value reveals how market sentiment relates to accounting fundamentals. Analytical frameworks help reconcile those views into a coherent picture.
Vanguard Total intrinsic value attempts to capture underlying worth, separate from current trading levels. For Vanguard Total, key inputs include a P/E ratio of 17.45, and a P/B ratio of 1.93.