Xilio Development Stock Forward View - Simple Exponential Smoothing
| XLO Stock | USD 7.86 0.57 7.82% |
The Simple Exponential Smoothing reference data for Xilio Development is derived from the equity's published trading history. Forecast values and accuracy indicators are summarized on this page for reference.
The Simple Exponential Smoothing forecasted value of Xilio Development on the next trading day is expected to be 7.85 with a mean absolute deviation of 0.20 and the sum of the absolute errors of 12.08.This simple exponential smoothing model begins by setting Xilio Development forecast for the second period equal to the observation of the first period. In other words, recent Xilio Development observations are given relatively more weight in forecasting than the older observations. All forecast values on this page for Xilio Development are Simple Exponential Smoothing reference data derived from historical price series. Simple Exponential Smoothing Price Forecast For the 22nd of March
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Xilio Development on the next trading day is expected to be 7.85 with a mean absolute deviation of 0.20 , mean absolute percentage error of 0.07 , and the sum of the absolute errors of 12.08 .Please note that although there have been many attempts to predict Xilio 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 Xilio Development's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
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Forecasted Value
This next-day forecast for Xilio Development uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. The projected forecast band currently runs from roughly 4.61 on the downside to about 11.09 on the upside.
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 Xilio Development stock data series using in forecasting. Note that when a statistical model is used to represent Xilio Development 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 | 115.3835 |
| Bias | Arithmetic mean of the errors | 0.027 |
| MAD | Mean absolute deviation | 0.1981 |
| MAPE | Mean absolute percentage error | 0.0242 |
| SAE | Sum of the absolute errors | 12.0838 |
Other Forecasting Options for Xilio Development
For both new and experienced investors in Xilio, the ability to analyze Xilio Development's price movement is a fundamental investment skill. Price chart noise in Xilio Stock can create false signals and mislead investment decisions.Xilio Development Related Equities
The following equities are related to Xilio Development within the Health Care space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Xilio Development 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 |
Xilio Development Market Strength Events
Tracking market strength indicators for Xilio Development provides context for understanding the momentum dynamics of the stock in real time. These signals support informed decisions about when to enter or exit positions in Xilio Development for maximum return potential.
| Accumulation Distribution | 9869.11 | |||
| Daily Balance Of Power | 0.6867 | |||
| Rate Of Daily Change | 1.08 | |||
| Day Median Price | 7.58 | |||
| Day Typical Price | 7.67 | |||
| Price Action Indicator | 0.57 | |||
| Period Momentum Indicator | 0.57 |
Xilio Development Risk Indicators
Properly assessing Xilio Development's risk indicators is a prerequisite for building reliable price forecasts. Identifying and quantifying the risks associated with Xilio Development's allows investors to make better-informed decisions about accepting or hedging their exposure.
| Mean Deviation | 2.26 | |||
| Standard Deviation | 3.14 | |||
| Variance | 9.87 |
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 Xilio Development
Story coverage around Xilio Development often expands when market conditions, narrative momentum, or risk-adjusted performance make the security more visible to investors. This is most useful when investors want to understand why a security is suddenly drawing more public discussion.
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Xilio Development Short Properties
Short-interest signals around Xilio Development can help investors judge whether skeptical positioning is starting to pressure price predictability and market tone. The stronger read compares short sentiment with trend behavior, volume, and the broader market narrative.
| Common Stock Shares Outstanding | 3.8 M | |
| Cash And Short Term Investments | 55.3 M |