HELIX BIOPHARMA Stock Forecast - Simple Regression

HBP Stock  EUR 1.15  0.00  0.00%   
The Simple Regression forecasted value of HELIX BIOPHARMA on the next trading day is expected to be 1.15 with a mean absolute deviation of 0 and the sum of the absolute errors of 0. HELIX Stock Forecast is based on your current time horizon.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through HELIX BIOPHARMA price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

HELIX BIOPHARMA Simple Regression Price Forecast For the 1st of December

Given 90 days horizon, the Simple Regression forecasted value of HELIX BIOPHARMA on the next trading day is expected to be 1.15 with a mean absolute deviation of 0, mean absolute percentage error of 0, and the sum of the absolute errors of 0.
Please note that although there have been many attempts to predict HELIX 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 HELIX BIOPHARMA's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

HELIX BIOPHARMA Stock Forecast Pattern

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HELIX BIOPHARMA Forecasted Value

In the context of forecasting HELIX BIOPHARMA'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. HELIX BIOPHARMA's downside and upside margins for the forecasting period are 1.15 and 1.15, respectively. We have considered HELIX BIOPHARMA'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
1.15
1.15
Expected Value
1.15
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of HELIX BIOPHARMA stock data series using in forecasting. Note that when a statistical model is used to represent HELIX BIOPHARMA 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 Criteria48.3059
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0
MAPEMean absolute percentage error0.0
SAESum of the absolute errors0.0
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as HELIX BIOPHARMA historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for HELIX BIOPHARMA

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as HELIX BIOPHARMA. 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
1.151.151.15
Details
Intrinsic
Valuation
LowRealHigh
1.151.151.15
Details

Other Forecasting Options for HELIX BIOPHARMA

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

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

HELIX BIOPHARMA 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 HELIX BIOPHARMA'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 HELIX BIOPHARMA's current price.

HELIX BIOPHARMA Market Strength Events

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

Thematic Opportunities

Explore Investment Opportunities

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Additional Tools for HELIX Stock Analysis

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