Pharnext Stock Forecast - Polynomial Regression

ALPHA Stock  EUR 0.0002  0.00  0.00%   
The Polynomial Regression forecasted value of Pharnext SA on the next trading day is expected to be 0.0002 with a mean absolute deviation of 0 and the sum of the absolute errors of 0. Pharnext Stock Forecast is based on your current time horizon.
  
Pharnext polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Pharnext SA as well as the accuracy indicators are determined from the period prices.

Pharnext Polynomial Regression Price Forecast For the 29th of November

Given 90 days horizon, the Polynomial Regression forecasted value of Pharnext SA on the next trading day is expected to be 0.0002 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 Pharnext 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 Pharnext's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Pharnext Stock Forecast Pattern

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Pharnext Forecasted Value

In the context of forecasting Pharnext'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. Pharnext's downside and upside margins for the forecasting period are 0.0002 and 0.0002, respectively. We have considered Pharnext'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
0.0002
0.0002
Downside
0.0002
Expected Value
0.0002
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Pharnext stock data series using in forecasting. Note that when a statistical model is used to represent Pharnext 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 Criteria35.7652
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0
MAPEMean absolute percentage error0.0
SAESum of the absolute errors0.0
A single variable polynomial regression model attempts to put a curve through the Pharnext historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for Pharnext

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Pharnext SA. 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
0.000.00020.00
Details
Intrinsic
Valuation
LowRealHigh
0.000.00020.00
Details
Bollinger
Band Projection (param)
LowMiddleHigh
0.00020.00020.0002
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Pharnext. Your research has to be compared to or analyzed against Pharnext's peers to derive any actionable benefits. When done correctly, Pharnext'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 Pharnext SA.

Other Forecasting Options for Pharnext

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

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

Pharnext SA 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 Pharnext'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 Pharnext's current price.

Pharnext Market Strength Events

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

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 Pharnext Stock Analysis

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