WM Technology Stock Forward View
| MAPSW Stock | USD 0.01 -0.0009 -14.29% |
This page provides reference data for WM Technology using Naive Prediction forecasting. The projected value and error metrics are calculated from available daily price observations.
The Naive Prediction forecasted value of WM Technology on the next trading day is expected to be 0.0045 with a mean absolute deviation of 0.0007 and the sum of the absolute errors of 0.04.This model is not at all useful as a medium-long range forecasting tool of WM Technology. 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 WM Technology. 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. This Naive Prediction reference page for WM Technology presents model-generated projections from historical price data for informational purposes. WM Technology Cash Forecast
The quality of a cash forecast for WM Technology depends on the accuracy of underlying assumptions about WM Technology's revenue, costs, and working capital trends derived from its historical financial statements.
Cash | First Reported 2019-12-31 | Previous Quarter 62.6 M | Current Value 62.4 M | Quarterly Volatility 23.6 M |
Macro event markers
Naive Prediction Price Forecast For the 19th of March
Given 90 days horizon, the Naive Prediction forecasted value of WM Technology on the next trading day is expected to be 0.0045 with a mean absolute deviation of 0.0007 , mean absolute percentage error of 0.00000133 , and the sum of the absolute errors of 0.04 .Please note that although there have been many attempts to predict MAPSW 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 WM Technology's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest WM Technology | WM Technology Price Prediction | Research Analysis |
Forecasted Value
For the next trading day, Macroaxis evaluates WM Technology's predictive range by looking for statistically meaningful downside and upside boundaries. The projected forecast band currently runs from roughly 0.000054 on the downside to about 20.36 on the 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 WM Technology stock data series using in forecasting. Note that when a statistical model is used to represent WM Technology 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 | 104.581 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 7.0E-4 |
| MAPE | Mean absolute percentage error | 0.0845 |
| SAE | Sum of the absolute errors | 0.0416 |
Other Forecasting Options for WM Technology
For investors considering MAPSW, WM Technology's price movement is the most direct driver of investment returns. Noise in MAPSW Stock price charts can make identifying meaningful trends difficult without dedicated analytical tools.WM Technology Related Equities
The following equities are related to WM Technology within the Information Technology space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing WM Technology 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 |
WM Technology Market Strength Events
Market strength indicators for WM Technology provide investors with a view of how the stock performs across different market environments. By analyzing these indicators, traders can determine the best moments to enter or exit positions in WM Technology.
WM Technology Risk Indicators
A structured analysis of WM Technology's risk indicators is one of the most reliable ways to improve the accuracy of price forecasts. Understanding the risk embedded in WM Technology's allows investors to decide whether to accept, reduce, or hedge their exposure.
| Mean Deviation | 10.48 | |||
| Semi Deviation | 10.99 | |||
| Standard Deviation | 22.08 | |||
| Variance | 487.59 | |||
| Downside Variance | 156.43 | |||
| Semi Variance | 120.84 | |||
| Expected Short fall | -18.11 |
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 WM Technology
Story coverage around WM Technology often expands when market conditions, narrative momentum, or risk-adjusted performance make the security more visible to investors. The stronger process compares story flow with performance, theme classification, and the level of short-term market interest.
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Latest Perspective From Macroaxis
WM Technology Short Properties
Short-interest signals around WM Technology can help investors judge whether skeptical positioning is starting to pressure price predictability and market tone. Used correctly, these measures can help investors decide when hedging or timing discipline may matter more than conviction alone.
| Common Stock Shares Outstanding | 108.2 M | |
| Dividends Paid | 1.9 M | |
| Cash And Short Term Investments | 62.4 M | |
| Shares Float | 97.7 M |
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