Atrium Ljungberg Stock Forward View - Simple Exponential Smoothing

ATRLJ-B Stock  SEK 33.34  0.17  0.51%   
Atrium Stock outlook is based on your current time horizon. Investors can use this forecasting interface to forecast Atrium Ljungberg stock prices and determine the direction of Atrium Ljungberg AB's future trends based on various well-known forecasting models. We suggest always using this module together with an analysis of Atrium Ljungberg's historical fundamentals, such as revenue growth or operating cash flow patterns.
The value of RSI of Atrium Ljungberg's share price is below 30 at this time. This suggests that the stock is becoming oversold or undervalued. The main point of the Relative Strength Index (RSI) is to track how fast people are buying or selling Atrium Ljungberg AB, making its price go up or down.

Momentum 29

 Sell Stretched

 
Oversold
 
Overbought
The successful prediction of Atrium Ljungberg's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Atrium Ljungberg AB, which may create opportunities for some arbitrage if properly timed.
Using Atrium Ljungberg hype-based prediction, you can estimate the value of Atrium Ljungberg AB from the perspective of Atrium Ljungberg response to recently generated media hype and the effects of current headlines on its competitors.
The Simple Exponential Smoothing forecasted value of Atrium Ljungberg AB on the next trading day is expected to be 33.37 with a mean absolute deviation of 0.45 and the sum of the absolute errors of 26.74.

Atrium Ljungberg after-hype prediction price

    
  SEK 33.34  
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
  
Check out Historical Fundamental Analysis of Atrium Ljungberg to cross-verify your projections.

Atrium Ljungberg Additional Predictive Modules

Most predictive techniques to examine Atrium price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Atrium using various technical indicators. When you analyze Atrium 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.
Atrium Ljungberg simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for Atrium Ljungberg AB are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Atrium Ljungberg prices get older.

Atrium Ljungberg Simple Exponential Smoothing Price Forecast For the 6th of March

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Atrium Ljungberg AB on the next trading day is expected to be 33.37 with a mean absolute deviation of 0.45, mean absolute percentage error of 0.38, and the sum of the absolute errors of 26.74.
Please note that although there have been many attempts to predict Atrium 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 Atrium Ljungberg's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Atrium Ljungberg Stock Forecast Pattern

Backtest Atrium Ljungberg  Atrium Ljungberg Price Prediction  Research Analysis  

Atrium Ljungberg Forecasted Value

In the context of forecasting Atrium Ljungberg's Stock value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Atrium Ljungberg's downside and upside margins for the forecasting period are 31.46 and 35.29, respectively. We have considered Atrium Ljungberg's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
33.34
33.37
Expected Value
35.29
Upside

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 Atrium Ljungberg stock data series using in forecasting. Note that when a statistical model is used to represent Atrium Ljungberg 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 Criteria115.3021
BiasArithmetic mean of the errors -0.0093
MADMean absolute deviation0.4457
MAPEMean absolute percentage error0.0132
SAESum of the absolute errors26.7404
This simple exponential smoothing model begins by setting Atrium Ljungberg AB forecast for the second period equal to the observation of the first period. In other words, recent Atrium Ljungberg observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Atrium Ljungberg

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Atrium Ljungberg. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.
Hype
Prediction
LowEstimatedHigh
31.4233.3435.26
Details
Intrinsic
Valuation
LowRealHigh
28.2530.1736.67
Details
Bollinger
Band Projection (param)
LowMiddleHigh
30.0033.4033.57
Details

Atrium Ljungberg After-Hype Price Density Analysis

As far as predicting the price of Atrium Ljungberg at your current risk attitude, this probability distribution graph shows the chance that the prediction will fall between or within a specific range. We use this chart to confirm that your returns on investing in Atrium Ljungberg or, for that matter, your successful expectations of its future price, cannot be replicated consistently. Please note, a large amount of money has been lost over the years by many investors who confused the symmetrical distributions of Stock prices, such as prices of Atrium Ljungberg, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

Atrium Ljungberg Estimiated After-Hype Price Volatility

In the context of predicting Atrium Ljungberg's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Atrium Ljungberg's historical news coverage. Atrium Ljungberg's after-hype downside and upside margins for the prediction period are 31.42 and 35.26, respectively. We have considered Atrium Ljungberg's daily market price in relation to the headlines to evaluate this method's predictive performance. Remember, however, there is no scientific proof or empirical evidence that news-based prediction models compare with traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
33.34
33.34
After-hype Price
35.26
Upside
Atrium Ljungberg is very steady at this time. Analysis and calculation of next after-hype price of Atrium Ljungberg is based on 3 months time horizon.

Atrium Ljungberg Stock Price Outlook Analysis

Have you ever been surprised when a price of a Company such as Atrium Ljungberg is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Atrium Ljungberg 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 Atrium Ljungberg, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.02 
1.92
 0.00  
 0.00  
0 Events / Month
0 Events / Month
In 5 to 10 days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
33.34
33.34
0.00 
0.00  
Notes

Atrium Ljungberg Hype Timeline

Atrium Ljungberg is presently traded for 33.34on Stockholm Exchange of Sweden. The entity stock is not elastic to its hype. The average elasticity to hype of competition is 0.0. Atrium is expected not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is insignificant. The immediate return on the next news is expected to be very small, whereas the daily expected return is presently at 0.02%. %. The volatility of related hype on Atrium Ljungberg is about 0.0%, with the expected price after the next announcement by competition of 33.34. About 60.0% of the company shares are held by company insiders. The company has price-to-book (P/B) ratio of 0.75. Some equities with similar Price to Book (P/B) outperform the market in the long run. Atrium Ljungberg has Price/Earnings To Growth (PEG) ratio of 2.7. The entity recorded earning per share (EPS) of 53.39. The firm last dividend was issued on the 24th of March 2022. Atrium Ljungberg had 1:5 split on the 8th of April 2025. Assuming the 90 days trading horizon the next expected press release will be in 5 to 10 days.
Check out Historical Fundamental Analysis of Atrium Ljungberg to cross-verify your projections.

Atrium Ljungberg Related Hype Analysis

Having access to credible news sources related to Atrium Ljungberg's direct competition is more important than ever and may enhance your ability to predict Atrium Ljungberg's future price movements. Getting to know how Atrium Ljungberg's peers react to changing market sentiment, related social signals, and mainstream news is a great way to find investing opportunities and time the market. The summary table below summarizes the essential lagging indicators that can help you analyze how Atrium Ljungberg may potentially react to the hype associated with one of its peers.

Other Forecasting Options for Atrium Ljungberg

For every potential investor in Atrium, whether a beginner or expert, Atrium Ljungberg's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Atrium Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Atrium. Basic forecasting techniques help filter out the noise by identifying Atrium Ljungberg's price trends.

Atrium Ljungberg Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Atrium Ljungberg stock to make a market-neutral strategy. Peer analysis of Atrium Ljungberg could also be used in its relative valuation, which is a method of valuing Atrium Ljungberg by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Atrium Ljungberg Market Strength Events

Market strength indicators help investors to evaluate how Atrium Ljungberg stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Atrium Ljungberg shares will generate the highest return on investment. By undertsting and applying Atrium Ljungberg stock market strength indicators, traders can identify Atrium Ljungberg AB entry and exit signals to maximize returns.

Atrium Ljungberg Risk Indicators

The analysis of Atrium Ljungberg's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Atrium Ljungberg's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting atrium stock prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
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 Atrium Ljungberg

The number of cover stories for Atrium Ljungberg depends on current market conditions and Atrium Ljungberg's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Atrium Ljungberg is classified under. However, while its typical story may have numerous social followers, the rapid visibility can also attract short-sellers, who usually are skeptical about Atrium Ljungberg's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.

Other Macroaxis Stories

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Atrium Ljungberg Short Properties

Atrium Ljungberg's future price predictability will typically decrease when Atrium Ljungberg's long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of Atrium Ljungberg AB often depends not only on the future outlook of the potential Atrium Ljungberg's investors but also on the ongoing dynamics between investors with different trading styles. Because the market risk indicators may have small false signals, it is better to identify suitable times to hedge a portfolio using different long/short signals. Atrium Ljungberg's indicators that are reflective of the short sentiment are summarized in the table below.
Common Stock Shares Outstanding129.6 M
Cash And Short Term Investments719 M

Other Information on Investing in Atrium Stock

Atrium Ljungberg financial ratios help investors to determine whether Atrium Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Atrium with respect to the benefits of owning Atrium Ljungberg security.