OBOOK Holdings Stock Forward View

OWLS Stock   5.75  -0.22  -3.69%   
This reference view applies Naive Prediction to OBOOK Holdings Class's historical closing prices. OBOOK Holdings Class's Naive Prediction reference page summarizes the forecasted price and model accuracy metrics from daily trading data. OBOOK Holdings Class's forecast reference data is generated from the equity's historical trading prices. Mean absolute deviation and related metrics help quantify forecast uncertainty for OBOOK Holdings Class.
The Naive Prediction forecasted value of OBOOK Holdings Class on the next trading day is expected to be 5.56 with a mean absolute deviation of 0.15 and the sum of the absolute errors of 9.30.This model is not at all useful as a medium-long range forecasting tool of OBOOK Holdings Class. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict OBOOK Holdings. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights. All forecast values on this page for OBOOK Holdings Class are Naive Prediction reference data derived from historical price series.

OBOOK Holdings Cash Forecast

Accurate cash forecasting for OBOOK Holdings requires identifying the key drivers in OBOOK Holdings' financial statements. The trajectory of OBOOK Holdings' key financial metrics is modeled across multiple analytical frameworks. Advanced models applied to OBOOK Holdings' data identify non-obvious patterns that simple extrapolation misses. Pattern detection within OBOOK Holdings' financial history anchors the probability-weighted performance outlook.
 
Cash  
 First Reported
2010-12-31
 Previous Quarter
5.2 M
 Current Value
4.4 M
 Quarterly Volatility
958.9 K
Macro event markers
 
Credit Downgrade
 
Yuan Drop
 
Covid
 
Interest Hikes
A naive forecasting model for OBOOK Holdings is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of OBOOK Holdings Class value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Naive Prediction Price Forecast For the 27th of March

Given 90 days horizon, the Naive Prediction forecasted value of OBOOK Holdings Class on the next trading day is expected to be 5.56 with a mean absolute deviation of 0.15 , mean absolute percentage error of 0.04 , and the sum of the absolute errors of 9.30 .
Please note that although there have been many attempts to predict OBOOK 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 OBOOK Holdings' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Stock Forecast Pattern

Backtest OBOOK Holdings  OBOOK Holdings Price Prediction  Research Analysis  

Forecasted Value

The next-day forecast for OBOOK Holdings Class focuses on identifying predictive downside and upside bands that can frame a realistic trading range. At the moment, the model places downside around 1.91 and upside around 9.20 for the forecasting period.
Market Value
5.75
5.56
Expected Value
9.20
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of OBOOK Holdings stock data series using in forecasting. Note that when a statistical model is used to represent OBOOK Holdings 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.
AICAkaike Information Criteria114.7853
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1525
MAPEMean absolute percentage error0.0255
SAESum of the absolute errors9.2998
This model is not at all useful as a medium-long range forecasting tool of OBOOK Holdings Class. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict OBOOK Holdings. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Other Forecasting Options for OBOOK Holdings

Volume-weighted price analysis for OBOOK Stock gives heavier weight to price levels where trading activity was highest. Crossovers in the MACD line and signal line can identify shifts in OBOOK momentum before they appear in raw price. Comparing OBOOK Holdings' realized volatility to implied volatility reveals whether the options market expects larger or smaller moves. Readings above 80 or below 20 highlight potential reversal zones in OBOOK Stock price action.

OBOOK Holdings Related Equities

The peer firms below within the Financials space can help frame OBOOK Holdings' pricing and running costs in context. Checking OBOOK Holdings against peers on P/E, margins, and return on equity helps put its position in context. How OBOOK Holdings ranks within this group can shift over time as the competitive picture changes. These checks provide a starting point for deeper study of OBOOK Holdings' strengths and weak spots.
 Risk & Return  Correlation

OBOOK Holdings Market Strength Events

Evaluating the market strength of OBOOK Holdings stock allows investors to gauge shifts in market momentum. Monitoring these indicators highlights periods where OBOOK Holdings Class trading conditions shift meaningfully. These metrics are particularly useful when OBOOK Holdings stock shows divergence from broader market trends. Regularly reviewing OBOOK Holdings Class strength signals helps maintain a structured approach to position management.

OBOOK Holdings Risk Indicators

Understanding OBOOK Holdings' risk indicators is essential for any investor seeking to forecast its future price accurately. By identifying how much risk is embedded in OBOOK Holdings' investment, investors can decide how to position their exposure. Reviewing OBOOK Holdings' basic risk indicators is essential for managing investment risk effectively. The risk-return trade-off for obook stock becomes clearer when OBOOK Holdings' risk indicators are properly assessed.
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 OBOOK Holdings

Story coverage around OBOOK Holdings Class often expands when market conditions, narrative momentum, or risk-adjusted performance make the security more visible to investors. A disciplined read of coverage separates durable relevance from temporary noise.

Other Macroaxis Stories

Macroaxis story coverage is designed for a broad investing audience that ranges from self-directed traders to advisers, researchers, and institutional market participants. The content is intended to support people who want a more structured path from headline information to portfolio action.

OBOOK Holdings Short Properties

A short-interest review of OBOOK Holdings Class provides context for understanding whether skepticism in the market is becoming more influential. The practical goal is to identify when the balance between long and short participation may be changing the quality of the setup.
Common Stock Shares Outstanding74.4 M
Cash And Short Term Investments4.5 M

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