Telia Company Stock Forecast - Triple Exponential Smoothing

TELIA1 Stock  EUR 2.74  0.02  0.72%   
The Triple Exponential Smoothing forecasted value of Telia Company AB on the next trading day is expected to be 2.75 with a mean absolute deviation of 0.03 and the sum of the absolute errors of 1.55. Telia Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Telia Company stock prices and determine the direction of Telia Company AB's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Telia Company's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Triple exponential smoothing for Telia Company - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Telia Company 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 trend in Telia Company price movement. However, neither of these exponential smoothing models address any seasonality of Telia Company.

Telia Company Triple Exponential Smoothing Price Forecast For the 28th of November

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Telia Company AB on the next trading day is expected to be 2.75 with a mean absolute deviation of 0.03, mean absolute percentage error of 0, and the sum of the absolute errors of 1.55.
Please note that although there have been many attempts to predict Telia 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 Telia Company's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Telia Company Stock Forecast Pattern

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Telia Company Forecasted Value

In the context of forecasting Telia Company'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. Telia Company's downside and upside margins for the forecasting period are 1.61 and 3.88, respectively. We have considered Telia Company'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
2.74
2.75
Expected Value
3.88
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Telia Company stock data series using in forecasting. Note that when a statistical model is used to represent Telia Company 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 CriteriaHuge
BiasArithmetic mean of the errors 0.0044
MADMean absolute deviation0.0263
MAPEMean absolute percentage error0.0095
SAESum of the absolute errors1.5539
As with simple exponential smoothing, in triple exponential smoothing models past Telia Company observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Telia Company AB observations.

Predictive Modules for Telia Company

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Telia Company. 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
1.612.743.87
Details
Intrinsic
Valuation
LowRealHigh
1.192.323.45
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Telia Company. Your research has to be compared to or analyzed against Telia Company's peers to derive any actionable benefits. When done correctly, Telia Company's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Telia Company.

Other Forecasting Options for Telia Company

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

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

Telia Company 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 Telia Company'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 Telia Company's current price.

Telia Company Market Strength Events

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

Telia Company Risk Indicators

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

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Other Information on Investing in Telia Stock

Telia Company financial ratios help investors to determine whether Telia 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 Telia with respect to the benefits of owning Telia Company security.