Chocoladefabriken Stock Forward View - Simple Exponential Smoothing
| 0QKN Stock | 116,400 1,001 0.87% |
Momentum
Sell Peaked
Oversold | Overbought |
Quarterly Earnings Growth 0.194 | Quarterly Revenue Growth 0.075 |
The hype-based summary links Chocoladefabriken Lindt Spruengli attention patterns with price response and peers.
The Simple Exponential Smoothing forecasted value of Chocoladefabriken Lindt Spruengli on the next trading day is expected to be 116,400 with a mean absolute deviation of 1,123 and the sum of the absolute errors of 67,377.Chocoladefabriken after-hype prediction price | ₣ 116381.0 |
Attention metrics here are presented with forecasting, technical, analyst, and earnings context.
Chocoladefabriken |
Chocoladefabriken Additional Predictive Modules
Most predictive techniques to examine Chocoladefabriken price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Chocoladefabriken using various technical indicators. When you analyze Chocoladefabriken charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Simple Exponential Smoothing Price Forecast For the 16th of March 2026
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Chocoladefabriken Lindt Spruengli on the next trading day is expected to be 116,400 with a mean absolute deviation of 1,123 , mean absolute percentage error of 3,020,577 , and the sum of the absolute errors of 67,377 .Please note that although there have been many attempts to predict Chocoladefabriken 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 Chocoladefabriken's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest Chocoladefabriken | Chocoladefabriken Price Prediction | Research Analysis |
Forecasted Value
This next-day forecast for Chocoladefabriken Lindt Spruengli uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. 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 Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Chocoladefabriken stock data series using in forecasting. Note that when a statistical model is used to represent Chocoladefabriken 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 | 131.1936 |
| Bias | Arithmetic mean of the errors | 10.25 |
| MAD | Mean absolute deviation | 1122.95 |
| MAPE | Mean absolute percentage error | 0.0095 |
| SAE | Sum of the absolute errors | 67377.0 |
Mean reversion in Chocoladefabriken is more reliable over longer time horizons. Short-term deviations can persist and even widen before correcting, making position sizing and risk management critical.
After-Hype Price Density Analysis
Investors who rely solely on expected value estimates for Chocoladefabriken miss the full picture. Chocoladefabriken's probability distribution reveals that expected value can be achieved through very different combinations of outcomes, each with different risk implications.
Next price density |
| Expected price to next headline |
Estimiated After-Hype Price Volatility
The after-news price analysis for Chocoladefabriken is built on the observation that Chocoladefabriken's market reactions to news are not random but follow recognizable patterns. Chocoladefabriken's after-hype downside and upside margins for the prediction period are 116,380 and 128,040, respectively. Identifying and quantifying these patterns for Chocoladefabriken is the core purpose of this model.
Current Value
The after-hype framework applied to Chocoladefabriken Lindt Spruengli assumes a 3 months review window and focuses on post-sentiment normalization rather than raw momentum. This view is most useful when investors want to compare sentiment-driven price extension with a more measured post-news scenario.
Price Outlook Analysis
Have you ever been surprised when a price of a Company such as Chocoladefabriken is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Chocoladefabriken backward and forwards among themselves. Have you ever observed a lot of a particular company's price movement is driven by press releases or news about the company that has nothing to do with actual earnings? Usually, hype to individual companies acts as price momentum. If not enough favorable publicity is forthcoming, the Stock price eventually runs out of speed. So, the rule of thumb here is that as long as this news hype has nothing to do with immediate earnings, you should pay more attention to it. If you see this tendency with Chocoladefabriken, there might be something going there, and it might present an excellent short sale opportunity.
| Expected Return | Period Volatility | Hype Elasticity | Related Elasticity | News Density | Related Density | Expected Hype |
0.02 | 1.44 | 18.52 | 0.03 | 1 Events | 1 Events | Very soon |
| Latest traded price | Expected after-news price | Potential return on next major news | Average after-hype volatility | |
116,400 | 116,381 | 0.02 |
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Hype Timeline
Chocoladefabriken Lindt is presently traded for 116,400on London Exchange of UK. The company has historical hype elasticity of -18.52, and average elasticity to hype of competition of -0.03. Chocoladefabriken is projected to decline in value after the next headline, with the price expected to drop to 116381.0. The average volatility of media hype impact on the company price is about 0.16%. The price decline on the next news is expected to be -0.02%, whereas the daily expected return is presently at 0.02%. The volatility of related hype on Chocoladefabriken is about 109.51%, with the expected price after the next announcement by competition of 116,400. About 19.0% of the company shares are owned by insiders or employees . The company recorded earning per share (EPS) of 2019.4. Chocoladefabriken Lindt had not issued any dividends in recent years. Assuming the 90-day trading horizon the next projected press release will be very soon. Historical Fundamental Analysis of Chocoladefabriken provides a cross-check on projections for Chocoladefabriken. The view provides historical context for the projection set.Related Hype Analysis
The information ratio and semi-deviation metrics in the peer comparison table for Chocoladefabriken provide a risk-adjusted view of how efficiently Chocoladefabriken's competitors convert news exposure into returns relative to downside risk.
| HypeElasticity | NewsDensity | SemiDeviation | InformationRatio | PotentialUpside | ValueAt Risk | MaximumDrawdown | |||
| ELLA | Ecclesiastical Insurance Office | -0.50 | 2 per month | 0.52 | 0.1 | 1.38 | -1.32 | 5.33 | |
| 0RDI | Vitec Software Group | 7.80 | 3 per month | 0.00 | -0.11 | 3.89 | -4.71 | 20.16 | |
| 0LCX | Take Two Interactive Software | -15.06 | 9 per month | 0.00 | -0.08 | 3.04 | -4.46 | 12.31 | |
| ALFA | Alfa Financial Software | 2.50 | 4 per month | 0.00 | -0.14 | 2.18 | -3.94 | 13.57 |
Other Forecasting Options for Chocoladefabriken
For investors considering Chocoladefabriken, Chocoladefabriken's price movement is the most direct driver of investment returns. Noise in Chocoladefabriken Stock price charts can make identifying meaningful trends difficult without dedicated analytical tools.Chocoladefabriken Related Equities
The following equities are related to Chocoladefabriken within the Industrials space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Chocoladefabriken 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 |
Chocoladefabriken Market Strength Events
Market strength indicators for Chocoladefabriken 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 Chocoladefabriken Lindt Spruengli.
| Accumulation Distribution | 0.0172 | |||
| Daily Balance Of Power | 0.5005 | |||
| Rate Of Daily Change | 1.01 | |||
| Day Median Price | 115400.0 | |||
| Day Typical Price | 115733.0 | |||
| Market Facilitation Index | 2000.0 | |||
| Price Action Indicator | 1500.5 | |||
| Period Momentum Indicator | 1001.0 |
Chocoladefabriken Risk Indicators
A structured analysis of Chocoladefabriken's risk indicators is one of the most reliable ways to improve the accuracy of price forecasts. Understanding the risk embedded in Chocoladefabriken's allows investors to decide whether to accept, reduce, or hedge their exposure.
| Mean Deviation | 0.9182 | |||
| Standard Deviation | 1.42 | |||
| Variance | 2.01 |
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 Chocoladefabriken
Coverage intensity for Chocoladefabriken Lindt Spruengli matters because narrative visibility can influence sentiment, participation, and volatility around the name. The stronger process compares story flow with performance, theme classification, and the level of short-term market interest.
Other Macroaxis Stories
Story coverage on Macroaxis is built for readers who approach markets from different levels of experience but share the same need for disciplined investment context. Used well, these stories become part of a broader workflow built around idea generation, validation, and risk-adjusted portfolio design.
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Chocoladefabriken Short Properties
Short sentiment tied to Chocoladefabriken Lindt Spruengli matters because heavier bearish pressure can change how quickly future price expectations become unstable. Used correctly, these measures can help investors decide when hedging or timing discipline may matter more than conviction alone.
| Common Stock Shares Outstanding | 231.8 K | |
| Cash And Short Term Investments | 668.8 M |
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