BB Biotech Stock Forecast - Triple Exponential Smoothing

BION Stock  CHF 37.40  0.10  0.27%   
The Triple Exponential Smoothing forecasted value of BB Biotech AG on the next trading day is expected to be 37.40 with a mean absolute deviation of 0.35 and the sum of the absolute errors of 20.55. BION Stock Forecast is based on your current time horizon.
  
Triple exponential smoothing for BB Biotech - 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 BB Biotech 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 BB Biotech price movement. However, neither of these exponential smoothing models address any seasonality of BB Biotech AG.

BB Biotech Triple Exponential Smoothing Price Forecast For the 5th of December

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of BB Biotech AG on the next trading day is expected to be 37.40 with a mean absolute deviation of 0.35, mean absolute percentage error of 0.22, and the sum of the absolute errors of 20.55.
Please note that although there have been many attempts to predict BION 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 BB Biotech's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

BB Biotech Stock Forecast Pattern

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BB Biotech Forecasted Value

In the context of forecasting BB Biotech'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. BB Biotech's downside and upside margins for the forecasting period are 36.14 and 38.66, respectively. We have considered BB Biotech'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
37.40
37.40
Expected Value
38.66
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 BB Biotech stock data series using in forecasting. Note that when a statistical model is used to represent BB Biotech 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 -0.0042
MADMean absolute deviation0.3483
MAPEMean absolute percentage error0.0094
SAESum of the absolute errors20.55
As with simple exponential smoothing, in triple exponential smoothing models past BB Biotech 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 BB Biotech AG observations.

Predictive Modules for BB Biotech

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as BB Biotech AG. 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
36.1437.4038.66
Details
Intrinsic
Valuation
LowRealHigh
36.3337.5938.85
Details
Bollinger
Band Projection (param)
LowMiddleHigh
36.6437.2437.83
Details

Other Forecasting Options for BB Biotech

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

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

BB Biotech AG 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 BB Biotech'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 BB Biotech's current price.

BB Biotech Market Strength Events

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

BB Biotech Risk Indicators

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

Additional Tools for BION Stock Analysis

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