TD Canadian Etf Forward View - Polynomial Regression
| TTP Etf | CAD 36.67 -0.52 -1.40% |
This Polynomial Regression reference page for TD Canadian Equity presents model-generated forecast data based on historical daily prices. The output values and deviation metrics are provided for informational reference.
The Polynomial Regression forecasted value of TD Canadian Equity on the next trading day is expected to be 37.30 with a mean absolute deviation of 0.44 and the sum of the absolute errors of 26.94.A single variable polynomial regression model attempts to put a curve through the TD Canadian 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 All Polynomial Regression forecast figures shown for TD Canadian Equity are reference data reflecting model output based on available historical prices. Polynomial Regression Price Forecast For the 20th of March
Given 90 days horizon, the Polynomial Regression forecasted value of TD Canadian Equity on the next trading day is expected to be 37.30 with a mean absolute deviation of 0.44 , mean absolute percentage error of 0.32 , and the sum of the absolute errors of 26.94 .Please note that although there have been many attempts to predict TTP 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 TD Canadian's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Etf Forecast Pattern
| Backtest TD Canadian | TD Canadian Price Prediction | Research Analysis |
Forecasted Value
The next-day forecast for TD Canadian Equity focuses on identifying predictive downside and upside bands that can frame a realistic trading range. The current forecast range spans downside near 36.32 and upside near 38.29.
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 TD Canadian etf data series using in forecasting. Note that when a statistical model is used to represent TD Canadian 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 | 116.9576 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.4416 |
| MAPE | Mean absolute percentage error | 0.0117 |
| SAE | Sum of the absolute errors | 26.9379 |
Other Forecasting Options for TD Canadian
Price movement is the most fundamental factor that determines whether TTP is a viable investment for any investor. TTP Etf price charts are often noisy, making it difficult to identify meaningful patterns without analytical tools.TD Canadian Related Equities
The following equities are related to TD Canadian within the Canadian Equity space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing TD Canadian 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 |
TD Canadian Market Strength Events
Assessing the market strength of TD Canadian etf provides investors with a clearer picture of how the security reacts to evolving market dynamics. These indicators can be used to identify periods when trading TD Canadian Equity is most likely to be profitable.
TD Canadian Risk Indicators
The analysis of TD Canadian's basic risk metrics provides a foundation for forecasting its future price and managing investment risk. Identifying the magnitude of risk in TD Canadian's helps investors choose between accepting or hedging their exposure.
| Mean Deviation | 0.6974 | |||
| Semi Deviation | 1.1 | |||
| Standard Deviation | 0.9589 | |||
| Variance | 0.9194 | |||
| Downside Variance | 1.51 | |||
| Semi Variance | 1.21 | |||
| Expected Short fall | -0.67 |
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 TD Canadian
Coverage intensity for TD Canadian Equity matters because narrative visibility can influence sentiment, participation, and volatility around the name. This is most useful when investors want to understand why a security is suddenly drawing more public discussion.
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TD Canadian financial ratios provide valuation context across profits, cash flow, and enterprise value. They help compare TTP to other measures in a consistent way.