PepGen Stock Forecast - Naive Prediction
| PEPG Stock | USD 5.05 0.05 0.98% |
The Naive Prediction forecasted value of PepGen on the next trading day is expected to be 6.26 with a mean absolute deviation of 0.28 and the sum of the absolute errors of 17.06. PepGen Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of PepGen's historical fundamentals, such as revenue growth or operating cash flow patterns.
PepGen |
PepGen Cash Forecast
Predicting cash flow or other financial metrics requires analysts to utilize a variety of statistical methods, techniques, and algorithms. These tools help uncover hidden patterns in the PepGen's financial statements, enabling forecasts of their impact on future stock prices.
Cash | First Reported 2010-12-31 | Previous Quarter 80.8 M | Current Value 89.9 M | Quarterly Volatility 57.8 M |
PepGen Naive Prediction Price Forecast For the 2nd of December
Given 90 days horizon, the Naive Prediction forecasted value of PepGen on the next trading day is expected to be 6.26 with a mean absolute deviation of 0.28, mean absolute percentage error of 0.11, and the sum of the absolute errors of 17.06.Please note that although there have been many attempts to predict PepGen 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 PepGen's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
PepGen Stock Forecast Pattern
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PepGen Forecasted Value
In the context of forecasting PepGen'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. PepGen's downside and upside margins for the forecasting period are 1.65 and 10.88, respectively. We have considered PepGen'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.
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 PepGen stock data series using in forecasting. Note that when a statistical model is used to represent PepGen 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 | 115.924 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.2796 |
| MAPE | Mean absolute percentage error | 0.0412 |
| SAE | Sum of the absolute errors | 17.0566 |
Predictive Modules for PepGen
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as PepGen. 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 PepGen
For every potential investor in PepGen, whether a beginner or expert, PepGen's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. PepGen Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in PepGen. Basic forecasting techniques help filter out the noise by identifying PepGen's price trends.View PepGen Related Equities
| Risk & Return | Correlation |
PepGen 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 PepGen'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 PepGen's current price.| Cycle Indicators | ||
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PepGen Market Strength Events
Market strength indicators help investors to evaluate how PepGen stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading PepGen shares will generate the highest return on investment. By undertsting and applying PepGen stock market strength indicators, traders can identify PepGen entry and exit signals to maximize returns.
PepGen Risk Indicators
The analysis of PepGen'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 PepGen's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting pepgen 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 | 3.18 | |||
| Standard Deviation | 4.62 | |||
| Variance | 21.31 |
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.
Currently Active Assets on Macroaxis
When determining whether PepGen is a strong investment it is important to analyze PepGen's competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact PepGen's future performance. For an informed investment choice regarding PepGen Stock, refer to the following important reports:Check out Historical Fundamental Analysis of PepGen to cross-verify your projections. For more detail on how to invest in PepGen Stock please use our How to Invest in PepGen guide.You can also try the Earnings Calls module to check upcoming earnings announcements updated hourly across public exchanges.
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 PepGen. If investors know PepGen 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 PepGen listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share (2.98) | Return On Assets (0.35) | Return On Equity (0.66) |
The market value of PepGen is measured differently than its book value, which is the value of PepGen that is recorded on the company's balance sheet. Investors also form their own opinion of PepGen's value that differs from its market value or its book value, called intrinsic value, which is PepGen's 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 PepGen's market value can be influenced by many factors that don't directly affect PepGen's 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 PepGen's value and its price as these two are different measures arrived at by different means. Investors typically determine if PepGen is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, PepGen's 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.