SIMPPLE Stock Forward View - Simple Moving Average
| SPPL Stock | 2.18 0.17 8.46% |
This Simple Moving Average reference page for SIMPPLE LTD Ordinary presents model-generated forecast data based on historical daily prices. The output values and deviation metrics are provided for informational reference.
The Simple Moving Average forecasted value of SIMPPLE LTD Ordinary on the next trading day is expected to be 2.18 with a mean absolute deviation of 0.14 and the sum of the absolute errors of 8.51.The simple moving average model is conceptually a linear regression of the current value of SIMPPLE LTD Ordinary price series against current and previous (unobserved) value of SIMPPLE. In time series analysis, the simple moving-average model is a very common approach for modeling univariate price series models including forecasting prices into the future All Simple Moving Average forecast figures shown for SIMPPLE LTD Ordinary are reference data reflecting model output based on available historical prices. Simple Moving Average Price Forecast For the 22nd of March
Given 90 days horizon, the Simple Moving Average forecasted value of SIMPPLE LTD Ordinary on the next trading day is expected to be 2.18 with a mean absolute deviation of 0.14 , mean absolute percentage error of 0.03 , and the sum of the absolute errors of 8.51 .Please note that although there have been many attempts to predict SIMPPLE 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 SIMPPLE's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest SIMPPLE | SIMPPLE Price Prediction | Research Analysis |
Forecasted Value
For the next trading day, Macroaxis evaluates SIMPPLE'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 Moving Average forecasting method's relative quality and the estimations of the prediction error of SIMPPLE stock data series using in forecasting. Note that when a statistical model is used to represent SIMPPLE 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 | 112.8241 |
| Bias | Arithmetic mean of the errors | 0.0513 |
| MAD | Mean absolute deviation | 0.1418 |
| MAPE | Mean absolute percentage error | 0.0481 |
| SAE | Sum of the absolute errors | 8.51 |
Other Forecasting Options for SIMPPLE
Price movement is the most fundamental factor that determines whether SIMPPLE is a viable investment for any investor. SIMPPLE Stock price charts are often noisy, making it difficult to identify meaningful patterns without analytical tools.SIMPPLE Related Equities
The following equities are related to SIMPPLE within the Industrials space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing SIMPPLE 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 |
SIMPPLE Market Strength Events
Assessing the market strength of SIMPPLE stock provides investors with a clearer picture of how the security reacts to evolving market dynamics. These indicators can be used to identify periods when trading SIMPPLE LTD Ordinary is most likely to be profitable.
| Accumulation Distribution | 314.17 | |||
| Daily Balance Of Power | 0.9444 | |||
| Rate Of Daily Change | 1.08 | |||
| Day Median Price | 2.09 | |||
| Day Typical Price | 2.12 | |||
| Price Action Indicator | 0.18 | |||
| Period Momentum Indicator | 0.17 |
SIMPPLE Risk Indicators
The analysis of SIMPPLE's basic risk metrics provides a foundation for forecasting its future price and managing investment risk. Identifying the magnitude of risk in SIMPPLE's provides context to choose between accepting or hedging their exposure.
| Mean Deviation | 4.03 | |||
| Standard Deviation | 5.32 | |||
| Variance | 28.35 |
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 SIMPPLE
Coverage intensity for SIMPPLE LTD Ordinary matters because narrative visibility can influence sentiment, participation, and volatility around the name. This is most useful when investors want to understand why a security is suddenly drawing more public discussion.
Other Macroaxis Stories
Macroaxis publishes story content for a diverse readership that includes finance students, independent investors, money managers, and market-focused operating teams. What connects that audience is a focus on building stronger portfolios through better research, risk awareness, and comparative analysis.
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SIMPPLE Short Properties
Short sentiment tied to SIMPPLE LTD Ordinary matters because heavier bearish pressure can change how quickly future price expectations become unstable. 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 Outstanding | 16.5 M | |
| Cash And Short Term Investments | 514.8 K |