Vitrolife Stock Forecast - Polynomial Regression

VITR Stock  SEK 216.00  0.40  0.18%   
The Polynomial Regression forecasted value of Vitrolife AB on the next trading day is expected to be 215.59 with a mean absolute deviation of 4.74 and the sum of the absolute errors of 289.41. Vitrolife Stock Forecast is based on your current time horizon.
  
Vitrolife polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Vitrolife AB as well as the accuracy indicators are determined from the period prices.

Vitrolife Polynomial Regression Price Forecast For the 12th of December 2024

Given 90 days horizon, the Polynomial Regression forecasted value of Vitrolife AB on the next trading day is expected to be 215.59 with a mean absolute deviation of 4.74, mean absolute percentage error of 34.67, and the sum of the absolute errors of 289.41.
Please note that although there have been many attempts to predict Vitrolife 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 Vitrolife's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Vitrolife Stock Forecast Pattern

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Vitrolife Forecasted Value

In the context of forecasting Vitrolife'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. Vitrolife's downside and upside margins for the forecasting period are 213.61 and 217.57, respectively. We have considered Vitrolife'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
216.00
213.61
Downside
215.59
Expected Value
217.57
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Vitrolife stock data series using in forecasting. Note that when a statistical model is used to represent Vitrolife 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 Criteria121.6563
BiasArithmetic mean of the errors None
MADMean absolute deviation4.7444
MAPEMean absolute percentage error0.0203
SAESum of the absolute errors289.4064
A single variable polynomial regression model attempts to put a curve through the Vitrolife historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for Vitrolife

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Vitrolife 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
214.42216.40218.38
Details
Intrinsic
Valuation
LowRealHigh
160.32162.30238.04
Details
Bollinger
Band Projection (param)
LowMiddleHigh
212.19233.77255.36
Details

Other Forecasting Options for Vitrolife

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

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

Vitrolife 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 Vitrolife'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 Vitrolife's current price.

Vitrolife Market Strength Events

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

Vitrolife Risk Indicators

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

Explore Investment Opportunities

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 Vitrolife Stock Analysis

When running Vitrolife's price analysis, check to measure Vitrolife'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 Vitrolife is operating at the current time. Most of Vitrolife's value examination focuses on studying past and present price action to predict the probability of Vitrolife's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Vitrolife's price. Additionally, you may evaluate how the addition of Vitrolife to your portfolios can decrease your overall portfolio volatility.