Humacyte Stock Forecast - Double Exponential Smoothing

HUMA Stock  USD 4.49  0.11  2.51%   
The Double Exponential Smoothing forecasted value of Humacyte on the next trading day is expected to be 4.42 with a mean absolute deviation of 0.24 and the sum of the absolute errors of 13.90. Humacyte Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Humacyte stock prices and determine the direction of Humacyte's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Humacyte's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Humacyte's Receivables Turnover is projected to increase significantly based on the last few years of reporting. The current year's Fixed Asset Turnover is expected to grow to 0.04, whereas Inventory Turnover is forecasted to decline to (251.64). . As of November 23, 2024, Common Stock Shares Outstanding is expected to decline to about 61.4 M. In addition to that, Net Loss is expected to decline to about (14.4 M).
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for Humacyte works best with periods where there are trends or seasonality.

Humacyte Double Exponential Smoothing Price Forecast For the 24th of November

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Humacyte on the next trading day is expected to be 4.42 with a mean absolute deviation of 0.24, mean absolute percentage error of 0.1, and the sum of the absolute errors of 13.90.
Please note that although there have been many attempts to predict Humacyte 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 Humacyte's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Humacyte Stock Forecast Pattern

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Humacyte Forecasted Value

In the context of forecasting Humacyte'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. Humacyte's downside and upside margins for the forecasting period are 0.04 and 9.45, respectively. We have considered Humacyte'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
4.49
4.42
Expected Value
9.45
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Humacyte stock data series using in forecasting. Note that when a statistical model is used to represent Humacyte 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 CriteriaHuge
BiasArithmetic mean of the errors -0.0412
MADMean absolute deviation0.2357
MAPEMean absolute percentage error0.0441
SAESum of the absolute errors13.9035
When Humacyte prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any Humacyte trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent Humacyte observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Humacyte

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Humacyte. 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
0.224.339.40
Details
Intrinsic
Valuation
LowRealHigh
0.675.7410.81
Details
7 Analysts
Consensus
LowTargetHigh
6.757.428.24
Details

Other Forecasting Options for Humacyte

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

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 Risk & Return  Correlation

Humacyte 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 Humacyte'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 Humacyte's current price.

Humacyte Market Strength Events

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

Humacyte Risk Indicators

The analysis of Humacyte'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 Humacyte's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting humacyte 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.
When determining whether Humacyte is a strong investment it is important to analyze Humacyte'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 Humacyte's future performance. For an informed investment choice regarding Humacyte Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of Humacyte to cross-verify your projections.
For information on how to trade Humacyte Stock refer to our How to Trade Humacyte Stock guide.
You can also try the Risk-Return Analysis module to view associations between returns expected from investment and the risk you assume.
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 Humacyte. If investors know Humacyte 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 Humacyte listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share
(1.34)
Quarterly Revenue Growth
(1.00)
Return On Assets
(0.53)
Return On Equity
(8.51)
The market value of Humacyte is measured differently than its book value, which is the value of Humacyte that is recorded on the company's balance sheet. Investors also form their own opinion of Humacyte's value that differs from its market value or its book value, called intrinsic value, which is Humacyte'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 Humacyte's market value can be influenced by many factors that don't directly affect Humacyte'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 Humacyte's value and its price as these two are different measures arrived at by different means. Investors typically determine if Humacyte is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Humacyte'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.