TripAdvisor Stock Forward View - Simple Exponential Smoothing
| TRIP Stock | USD 9.29 0.03 0.32% |
The Simple Exponential Smoothing forecast shown here for TripAdvisor is reference data produced from the equity's historical price series. Accuracy metrics including mean absolute deviation are provided alongside the projection.
The Simple Exponential Smoothing forecasted value of TripAdvisor on the next trading day is expected to be 9.29 with a mean absolute deviation of 0.27 and the sum of the absolute errors of 16.66.This simple exponential smoothing model begins by setting TripAdvisor forecast for the second period equal to the observation of the first period. In other words, recent TripAdvisor observations are given relatively more weight in forecasting than the older observations. This Simple Exponential Smoothing reference page for TripAdvisor presents model-generated projections from historical price data for informational purposes. Simple Exponential Smoothing Price Forecast For the 21st of March
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of TripAdvisor on the next trading day is expected to be 9.29 with a mean absolute deviation of 0.27 , mean absolute percentage error of 0.18 , and the sum of the absolute errors of 16.66 .Please note that although there have been many attempts to predict TripAdvisor 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 TripAdvisor's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest TripAdvisor | TripAdvisor Price Prediction | Research Analysis |
Forecasted Value
For the next trading day, Macroaxis evaluates TripAdvisor's predictive range by looking for statistically meaningful downside and upside boundaries. 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 Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of TripAdvisor stock data series using in forecasting. Note that when a statistical model is used to represent TripAdvisor 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 | 116.3948 |
| Bias | Arithmetic mean of the errors | 0.0751 |
| MAD | Mean absolute deviation | 0.2731 |
| MAPE | Mean absolute percentage error | 0.0236 |
| SAE | Sum of the absolute errors | 16.66 |
Other Forecasting Options for TripAdvisor
Regardless of investment experience, understanding TripAdvisor's price movement is essential for anyone considering a position in TripAdvisor. Price charts for TripAdvisor Stock are often filled with noise that can lead to poor investment choices if not properly filtered.TripAdvisor Related Equities
The following equities are related to TripAdvisor within the Communication Services space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing TripAdvisor 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 |
TripAdvisor Market Strength Events
Market strength indicators for TripAdvisor give investors insight into the stock's responsiveness to broader market forces. Tracking these indicators provides context to make informed timing decisions and identify periods where trading TripAdvisor is likely to be most rewarding.
TripAdvisor Risk Indicators
A thorough review of TripAdvisor's risk indicators is an important first step in forecasting its price and managing investment exposure. This analysis provides context for determining the appropriate level of risk to accept when holding TripAdvisor's.
| Mean Deviation | 2.28 | |||
| Standard Deviation | 3.42 | |||
| Variance | 11.67 |
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 TripAdvisor
Story coverage around TripAdvisor often expands when market conditions, narrative momentum, or risk-adjusted performance make the security more visible to investors. Used properly, this context can help investors judge whether visibility is reinforcing the thesis or attracting more speculative pressure.
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TripAdvisor Short Properties
A short-interest review of TripAdvisor provides context for understanding whether skepticism in the market is becoming more influential. A disciplined short-interest review can make timing decisions more informed under rising skepticism.
| Common Stock Shares Outstanding | 131 M | |
| Cash And Short Term Investments | 1 B |
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