Borlease Otomotiv Stock Forecast - Double Exponential Smoothing

BORLS Stock   49.80  0.40  0.80%   
The Double Exponential Smoothing forecasted value of Borlease Otomotiv AS on the next trading day is expected to be 50.10 with a mean absolute deviation of 0.91 and the sum of the absolute errors of 53.72. Investors can use prediction functions to forecast Borlease Otomotiv's stock prices and determine the direction of Borlease Otomotiv AS's future trends based on various well-known forecasting models. However, exclusively looking at the historical price movement is usually misleading. We recommend always using this module together with an analysis of Borlease Otomotiv's historical fundamentals, such as revenue growth or operating cash flow patterns. Check out Trending Equities to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in state.
  
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for Borlease Otomotiv works best with periods where there are trends or seasonality.

Borlease Otomotiv Double Exponential Smoothing Price Forecast For the 27th of November

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Borlease Otomotiv AS on the next trading day is expected to be 50.10 with a mean absolute deviation of 0.91, mean absolute percentage error of 1.48, and the sum of the absolute errors of 53.72.
Please note that although there have been many attempts to predict Borlease 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 Borlease Otomotiv's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Borlease Otomotiv Stock Forecast Pattern

Borlease Otomotiv Forecasted Value

In the context of forecasting Borlease Otomotiv'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. Borlease Otomotiv's downside and upside margins for the forecasting period are 47.21 and 52.99, respectively. We have considered Borlease Otomotiv'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
49.80
50.10
Expected Value
52.99
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Borlease Otomotiv stock data series using in forecasting. Note that when a statistical model is used to represent Borlease Otomotiv 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 0.1444
MADMean absolute deviation0.9105
MAPEMean absolute percentage error0.0223
SAESum of the absolute errors53.72
When Borlease Otomotiv AS 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 Borlease Otomotiv AS trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent Borlease Otomotiv observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Borlease Otomotiv

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Borlease Otomotiv. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Borlease Otomotiv's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.

Other Forecasting Options for Borlease Otomotiv

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

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

Borlease Otomotiv 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 Borlease Otomotiv'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 Borlease Otomotiv's current price.

Borlease Otomotiv Market Strength Events

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

Borlease Otomotiv Risk Indicators

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