DDC Enterprise Stock Forward View - Double Exponential Smoothing
| DDC Stock | 1.97 -0.04 -1.99% |
DDC Enterprise Limited's Double Exponential Smoothing reference page covers the model's projected value and error measures from recent price data. The forecast output and associated deviation metrics are shown for informational use. The model is fitted to available historical daily prices for DDC Enterprise. This page is updated as new daily closing prices become available for DDC Enterprise.
The Double Exponential Smoothing forecasted value of DDC Enterprise Limited on the next trading day is expected to be 1.90 with a mean absolute deviation of 0.18 and the sum of the absolute errors of 10.53.When DDC Enterprise Limited prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any DDC Enterprise Limited trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent DDC Enterprise observations are given relatively more weight in forecasting than the older observations. All Double Exponential Smoothing forecast figures shown for DDC Enterprise Limited are reference data reflecting model output based on available historical prices. Double Exponential Smoothing Price Forecast For the 28th of March
Given 90 days horizon, the Double Exponential Smoothing forecasted value of DDC Enterprise Limited on the next trading day is expected to be 1.90 with a mean absolute deviation of 0.18 , mean absolute percentage error of 0.06 , and the sum of the absolute errors of 10.53 .Please note that although there have been many attempts to predict DDC 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 DDC Enterprise's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest DDC Enterprise | DDC Enterprise Price Prediction | Research Analysis |
Forecasted Value
This next-day forecast for DDC Enterprise Limited uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. No forecasting approach has been shown to beat all others over time. Investors should treat any model output as a guide, not a guarantee.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of DDC Enterprise stock data series using in forecasting. Note that when a statistical model is used to represent DDC Enterprise 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 | Huge |
| Bias | Arithmetic mean of the errors | -0.0682 |
| MAD | Mean absolute deviation | 0.1755 |
| MAPE | Mean absolute percentage error | 0.0652 |
| SAE | Sum of the absolute errors | 10.53 |
Other Forecasting Options for DDC Enterprise
Bollinger Bands applied to DDC Stock price data measure how far DDC has deviated from its recent average relative to its own volatility. This distinction drives the choice of forecasting model applied to DDC Enterprise's price data. On-balance volume for DDC Stock creates a running indicator of buying versus selling pressure in DDC. Price departures from the channel boundary often mean-revert, offering tactical signals for DDC Enterprise's.DDC Enterprise Related Equities
Investors studying DDC Enterprise often look at related stocks within the Consumer Staples space to gauge pricing and results. Revenue and margin checks across this group help investors set expectations for DDC Enterprise's results.
| Risk & Return | Correlation |
DDC Enterprise Market Strength Events
For investors tracking DDC Enterprise Limited, market strength indicators offer quantitative evaluation of stock behavior. These indicators add context to timing decisions around DDC Enterprise Limited positions. These indicators capture shifts in momentum that may precede significant price moves in DDC Enterprise. These metrics provide actionable context for both entry and risk management decisions around DDC Enterprise Limited.
DDC Enterprise Risk Indicators
Analyzing DDC Enterprise's basic risk indicators provides investors with a structured view of the risk-return trade-off for ddc stock. By identifying the level of risk embedded in DDC Enterprise's investment, investors can make informed decisions about position sizing. Analyzing DDC Enterprise's risk indicators gives investors important context for price forecasting. Understanding the risk in DDC Enterprise's investment allows investors to make informed choices about mitigating exposure.
| Mean Deviation | 5.98 | |||
| Semi Deviation | 6.9 | |||
| Standard Deviation | 8.39 | |||
| Variance | 70.35 | |||
| Downside Variance | 53.41 | |||
| Semi Variance | 47.63 | |||
| Expected Short fall | -7.45 |
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 DDC Enterprise
Story coverage around DDC Enterprise Limited 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.
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.
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DDC Enterprise Short Properties
A short-interest review of DDC Enterprise Limited provides context for understanding whether skepticism in the market is becoming more influential. Used correctly, these measures can help investors decide when hedging or timing discipline may matter more than conviction alone.
| Common Stock Shares Outstanding | 1.4 M | |
| Cash And Short Term Investments | 191 M |