Regeneron Pharmaceuticals Stock Forecast - Naive Prediction
| REGN Stock | USD 744.50 1.15 0.15% |
The Naive Prediction forecasted value of Regeneron Pharmaceuticals on the next trading day is expected to be 754.18 with a mean absolute deviation of 17.52 and the sum of the absolute errors of 1,069. Regeneron Stock Forecast is based on your current time horizon. Although Regeneron Pharmaceuticals' naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Regeneron Pharmaceuticals' systematic risk associated with finding meaningful patterns of Regeneron Pharmaceuticals fundamentals over time.
Regeneron |
Regeneron Pharmaceuticals Cash Forecast
Forecasting financial indicators like cash flow involves analysts applying various statistical methods, techniques, and algorithms. These tools reveal hidden trends within the Regeneron Pharmaceuticals' financial statements to estimate their effects on upcoming price movements.
Cash | First Reported 1990-12-31 | Previous Quarter 1.9 B | Current Value 2 B | Quarterly Volatility 898.6 M |
Regeneron Pharmaceuticals Naive Prediction Price Forecast For the 23rd of November
Given 90 days horizon, the Naive Prediction forecasted value of Regeneron Pharmaceuticals on the next trading day is expected to be 754.18 with a mean absolute deviation of 17.52, mean absolute percentage error of 456.99, and the sum of the absolute errors of 1,069.Please note that although there have been many attempts to predict Regeneron 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 Regeneron Pharmaceuticals' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Regeneron Pharmaceuticals Stock Forecast Pattern
| Backtest Regeneron Pharmaceuticals | Regeneron Pharmaceuticals Price Prediction | Buy or Sell Advice |
Regeneron Pharmaceuticals Forecasted Value
In the context of forecasting Regeneron Pharmaceuticals' 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. Regeneron Pharmaceuticals' downside and upside margins for the forecasting period are 752.48 and 755.88, respectively. We have considered Regeneron Pharmaceuticals' 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.
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 Regeneron Pharmaceuticals stock data series using in forecasting. Note that when a statistical model is used to represent Regeneron Pharmaceuticals 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.| AIC | Akaike Information Criteria | 124.2352 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 17.5197 |
| MAPE | Mean absolute percentage error | 0.0178 |
| SAE | Sum of the absolute errors | 1068.7018 |
Predictive Modules for Regeneron Pharmaceuticals
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Regeneron Pharmaceuticals. 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.Other Forecasting Options for Regeneron Pharmaceuticals
For every potential investor in Regeneron, whether a beginner or expert, Regeneron Pharmaceuticals' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Regeneron Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Regeneron. Basic forecasting techniques help filter out the noise by identifying Regeneron Pharmaceuticals' price trends.View Regeneron Pharmaceuticals Related Equities
| Risk & Return | Correlation |
Regeneron Pharmaceuticals 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 Regeneron Pharmaceuticals' 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 Regeneron Pharmaceuticals' current price.| Cycle Indicators | ||
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Regeneron Pharmaceuticals Market Strength Events
Market strength indicators help investors to evaluate how Regeneron Pharmaceuticals stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Regeneron Pharmaceuticals shares will generate the highest return on investment. By undertsting and applying Regeneron Pharmaceuticals stock market strength indicators, traders can identify Regeneron Pharmaceuticals entry and exit signals to maximize returns.
Regeneron Pharmaceuticals Risk Indicators
The analysis of Regeneron Pharmaceuticals' 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 Regeneron Pharmaceuticals' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting regeneron 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.
| Mean Deviation | 1.16 | |||
| Standard Deviation | 1.69 | |||
| Variance | 2.86 |
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.
Pair Trading with Regeneron Pharmaceuticals
One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Regeneron Pharmaceuticals position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Regeneron Pharmaceuticals will appreciate offsetting losses from the drop in the long position's value.Moving together with Regeneron Stock
| 0.84 | ME | 23Andme Holding | PairCorr |
| 0.86 | VALN | Valneva SE ADR Downward Rally | PairCorr |
| 0.83 | JNJ | Johnson Johnson Fiscal Year End 28th of January 2025 | PairCorr |
Moving against Regeneron Stock
| 0.58 | MDGL | Madrigal Pharmaceuticals | PairCorr |
| 0.57 | KZR | Kezar Life Sciences | PairCorr |
| 0.51 | MLYS | Mineralys Therapeutics, Downward Rally | PairCorr |
| 0.34 | RNXT | RenovoRx | PairCorr |
The ability to find closely correlated positions to Regeneron Pharmaceuticals could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Regeneron Pharmaceuticals when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Regeneron Pharmaceuticals - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Regeneron Pharmaceuticals to buy it.
The correlation of Regeneron Pharmaceuticals is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Regeneron Pharmaceuticals moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Regeneron Pharmaceuticals moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Regeneron Pharmaceuticals can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.Check out Historical Fundamental Analysis of Regeneron Pharmaceuticals to cross-verify your projections. To learn how to invest in Regeneron Stock, please use our How to Invest in Regeneron Pharmaceuticals guide.You can also try the Global Markets Map module to get a quick overview of global market snapshot using zoomable world map. Drill down to check world indexes.
Is Biotechnology space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Regeneron Pharmaceuticals. If investors know Regeneron will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Regeneron Pharmaceuticals listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth 0.298 | Earnings Share 40.43 | Revenue Per Share 128.691 | Quarterly Revenue Growth 0.106 | Return On Assets 0.0741 |
The market value of Regeneron Pharmaceuticals is measured differently than its book value, which is the value of Regeneron that is recorded on the company's balance sheet. Investors also form their own opinion of Regeneron Pharmaceuticals' value that differs from its market value or its book value, called intrinsic value, which is Regeneron Pharmaceuticals' true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Regeneron Pharmaceuticals' market value can be influenced by many factors that don't directly affect Regeneron Pharmaceuticals' underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Regeneron Pharmaceuticals' value and its price as these two are different measures arrived at by different means. Investors typically determine if Regeneron Pharmaceuticals is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Regeneron Pharmaceuticals' price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.