CellaVision Stock Forecast - Simple Exponential Smoothing

CEVI Stock  SEK 224.00  2.50  1.13%   
The Simple Exponential Smoothing forecasted value of CellaVision AB on the next trading day is expected to be 224.00 with a mean absolute deviation of 4.86 and the sum of the absolute errors of 296.50. CellaVision Stock Forecast is based on your current time horizon.
  
CellaVision 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 CellaVision AB are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as CellaVision AB prices get older.

CellaVision Simple Exponential Smoothing Price Forecast For the 30th of November

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of CellaVision AB on the next trading day is expected to be 224.00 with a mean absolute deviation of 4.86, mean absolute percentage error of 39.36, and the sum of the absolute errors of 296.50.
Please note that although there have been many attempts to predict CellaVision Stock prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that CellaVision's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

CellaVision Stock Forecast Pattern

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CellaVision Forecasted Value

In the context of forecasting CellaVision'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. CellaVision's downside and upside margins for the forecasting period are 221.67 and 226.33, respectively. We have considered CellaVision'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
224.00
221.67
Downside
224.00
Expected Value
226.33
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 CellaVision stock data series using in forecasting. Note that when a statistical model is used to represent CellaVision 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 Criteria121.7834
BiasArithmetic mean of the errors 0.7459
MADMean absolute deviation4.8607
MAPEMean absolute percentage error0.0187
SAESum of the absolute errors296.5
This simple exponential smoothing model begins by setting CellaVision AB forecast for the second period equal to the observation of the first period. In other words, recent CellaVision observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for CellaVision

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as CellaVision AB. 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
221.67224.00226.33
Details
Intrinsic
Valuation
LowRealHigh
161.19163.52246.40
Details

Other Forecasting Options for CellaVision

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

CellaVision 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 CellaVision stock to make a market-neutral strategy. Peer analysis of CellaVision could also be used in its relative valuation, which is a method of valuing CellaVision by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

CellaVision AB Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of CellaVision's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of CellaVision's current price.

CellaVision Market Strength Events

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

CellaVision Risk Indicators

The analysis of CellaVision'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 CellaVision's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting cellavision 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.

Thematic Opportunities

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Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
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Additional Tools for CellaVision Stock Analysis

When running CellaVision's price analysis, check to measure CellaVision's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy CellaVision is operating at the current time. Most of CellaVision's value examination focuses on studying past and present price action to predict the probability of CellaVision's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move CellaVision's price. Additionally, you may evaluate how the addition of CellaVision to your portfolios can decrease your overall portfolio volatility.