Royal Bank Stock Forward View - Double Exponential Smoothing
| RY Stock | USD 159.20 -1.13 -0.70% |
This reference page presents Double Exponential Smoothing forecast data for Royal Bank of. The projected values and error metrics are presented below as reference information.
The Double Exponential Smoothing forecasted value of Royal Bank of on the next trading day is expected to be 158.88 with a mean absolute deviation of 1.36 and the sum of the absolute errors of 80.03.When Royal Bank of 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 Royal Bank of 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 Royal Bank observations are given relatively more weight in forecasting than the older observations. This Double Exponential Smoothing forecast data for Royal Bank of is sourced from the most recent available trading data and is intended solely as reference information. Double Exponential Smoothing Price Forecast For the 24th of March
Given 90 days horizon, the Double Exponential Smoothing forecasted value of Royal Bank of on the next trading day is expected to be 158.88 with a mean absolute deviation of 1.36 , mean absolute percentage error of 2.91 , and the sum of the absolute errors of 80.03 .Please note that although there have been many attempts to predict Royal 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 Royal Bank's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest Royal Bank | Royal Bank Price Prediction | Research Analysis |
Forecasted Value
This next-day forecast for Royal Bank of uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. No forecasting approach has been shown to beat all others over time. Investors should treat any model output as a guide, not a guarantee.
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 Royal Bank stock data series using in forecasting. Note that when a statistical model is used to represent Royal Bank 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 | 0.2895 |
| MAD | Mean absolute deviation | 1.3564 |
| MAPE | Mean absolute percentage error | 0.0081 |
| SAE | Sum of the absolute errors | 80.0268 |
Other Forecasting Options for Royal Bank
Royal Bank's daily price returns can be decomposed into trend, seasonal, and residual components. Divergence between short-term and long-term averages in Royal often signals an upcoming reversal or acceleration.Royal Bank Related Equities
These firms work in a similar space as Royal Bank within the Financials space and serve as useful points for comparison. Checking cash flow across this peer set helps gauge Royal Bank's relative financial strength.
| Risk & Return | Correlation |
Royal Bank Market Strength Events
Market strength indicators help investors evaluate how Royal Bank stock reacts to evolving market conditions. These indicators help determine optimal entry and exit points for trading Royal Bank of.
Royal Bank Risk Indicators
The analysis of Royal Bank's basic risk indicators is one of the essential steps in accurately forecasting its future price. Understanding the risk involved in holding Royal Bank's allows investors to make informed decisions about their exposure.
| Mean Deviation | 0.7857 | |||
| Standard Deviation | 0.9808 | |||
| Variance | 0.9619 |
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 Royal Bank
Story coverage around Royal Bank of often expands when market conditions, narrative momentum, or risk-adjusted performance make the security more visible to investors. The practical risk is that faster visibility can increase both interest and skepticism at the same time.
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Royal Bank Short Properties
A short-interest review of Royal Bank of provides context for understanding whether skepticism in the market is becoming more influential. This is most valuable when investors want to know whether bearish pressure is starting to shape the market's reaction function.
| Common Stock Shares Outstanding | 1.4 B | |
| Cash And Short Term Investments | 165.3 B |