Basilea Pharmaceutica Stock Forecast - Naive Prediction

BSLN Stock  CHF 40.10  0.80  1.96%   
The Naive Prediction forecasted value of Basilea Pharmaceutica AG on the next trading day is expected to be 41.74 with a mean absolute deviation of 0.53 and the sum of the absolute errors of 32.45. Basilea Stock Forecast is based on your current time horizon.
  
A naive forecasting model for Basilea Pharmaceutica is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Basilea Pharmaceutica AG value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Basilea Pharmaceutica Naive Prediction Price Forecast For the 5th of December

Given 90 days horizon, the Naive Prediction forecasted value of Basilea Pharmaceutica AG on the next trading day is expected to be 41.74 with a mean absolute deviation of 0.53, mean absolute percentage error of 0.46, and the sum of the absolute errors of 32.45.
Please note that although there have been many attempts to predict Basilea 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 Basilea Pharmaceutica's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Basilea Pharmaceutica Stock Forecast Pattern

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Basilea Pharmaceutica Forecasted Value

In the context of forecasting Basilea Pharmaceutica'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. Basilea Pharmaceutica's downside and upside margins for the forecasting period are 40.45 and 43.02, respectively. We have considered Basilea Pharmaceutica'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
40.10
41.74
Expected Value
43.02
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Basilea Pharmaceutica stock data series using in forecasting. Note that when a statistical model is used to represent Basilea Pharmaceutica 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 Criteria117.3433
BiasArithmetic mean of the errors None
MADMean absolute deviation0.532
MAPEMean absolute percentage error0.0122
SAESum of the absolute errors32.4503
This model is not at all useful as a medium-long range forecasting tool of Basilea Pharmaceutica AG. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Basilea Pharmaceutica. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Basilea Pharmaceutica

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Basilea Pharmaceutica. 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
39.6140.9042.19
Details
Intrinsic
Valuation
LowRealHigh
40.8942.1743.47
Details
Bollinger
Band Projection (param)
LowMiddleHigh
40.5041.1641.83
Details

Other Forecasting Options for Basilea Pharmaceutica

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

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

Basilea Pharmaceutica 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 Basilea Pharmaceutica'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 Basilea Pharmaceutica's current price.

Basilea Pharmaceutica Market Strength Events

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

Basilea Pharmaceutica Risk Indicators

The analysis of Basilea Pharmaceutica'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 Basilea Pharmaceutica's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting basilea 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 Basilea Stock Analysis

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