ProFrac Holding Stock Forecast - Naive Prediction

ACDC Stock  USD 9.07  0.06  0.66%   
The Naive Prediction forecasted value of ProFrac Holding Corp on the next trading day is expected to be 9.04 with a mean absolute deviation of 0.34 and the sum of the absolute errors of 20.68. ProFrac Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast ProFrac Holding stock prices and determine the direction of ProFrac Holding Corp's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of ProFrac Holding's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, ProFrac Holding's Payables Turnover is projected to slightly decrease based on the last few years of reporting. The current year's Asset Turnover is expected to grow to 1.09, whereas Receivables Turnover is forecasted to decline to 7.39. . As of December 2, 2024, Common Stock Shares Outstanding is expected to decline to about 93.1 M. In addition to that, Net Loss is expected to decline to about (40.1 M).

ProFrac Holding Cash Forecast

Forecasting cash, or other financial indicators, requires analysts to apply different statistical methods, techniques, and algorithms to find hidden patterns within the ProFrac Holding's financial statements to predict how it will affect future prices.
 
Cash  
First Reported
2010-12-31
Previous Quarter
25.3 M
Current Value
19 M
Quarterly Volatility
7.2 M
 
Credit Downgrade
 
Yuan Drop
 
Covid
A naive forecasting model for ProFrac Holding is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of ProFrac Holding Corp value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

ProFrac Holding Naive Prediction Price Forecast For the 3rd of December

Given 90 days horizon, the Naive Prediction forecasted value of ProFrac Holding Corp on the next trading day is expected to be 9.04 with a mean absolute deviation of 0.34, mean absolute percentage error of 0.19, and the sum of the absolute errors of 20.68.
Please note that although there have been many attempts to predict ProFrac 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 ProFrac Holding's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

ProFrac Holding Stock Forecast Pattern

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ProFrac Holding Forecasted Value

In the context of forecasting ProFrac Holding'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. ProFrac Holding's downside and upside margins for the forecasting period are 4.62 and 13.46, respectively. We have considered ProFrac Holding'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
9.07
9.04
Expected Value
13.46
Upside

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 ProFrac Holding stock data series using in forecasting. Note that when a statistical model is used to represent ProFrac Holding 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 Criteria116.4378
BiasArithmetic mean of the errors None
MADMean absolute deviation0.3389
MAPEMean absolute percentage error0.0503
SAESum of the absolute errors20.6756
This model is not at all useful as a medium-long range forecasting tool of ProFrac Holding Corp. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict ProFrac Holding. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for ProFrac Holding

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ProFrac Holding Corp. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of ProFrac Holding's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
4.659.0713.49
Details
Intrinsic
Valuation
LowRealHigh
3.738.1512.57
Details
6 Analysts
Consensus
LowTargetHigh
12.2913.5014.99
Details

Other Forecasting Options for ProFrac Holding

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

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

ProFrac Holding Corp 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 ProFrac Holding'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 ProFrac Holding's current price.

ProFrac Holding Market Strength Events

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

ProFrac Holding Risk Indicators

The analysis of ProFrac Holding'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 ProFrac Holding's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting profrac 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 ProFrac Holding Corp offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of ProFrac Holding's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Profrac Holding Corp Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Profrac Holding Corp Stock:
Check out Historical Fundamental Analysis of ProFrac Holding to cross-verify your projections.
You can also try the Investing Opportunities module to build portfolios using our predefined set of ideas and optimize them against your investing preferences.
Is Oil & Gas Equipment & Services 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 ProFrac Holding. If investors know ProFrac 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 ProFrac Holding 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
(0.99)
Earnings Share
(1.46)
Revenue Per Share
13.921
Quarterly Revenue Growth
0.002
Return On Assets
0.0155
The market value of ProFrac Holding Corp is measured differently than its book value, which is the value of ProFrac that is recorded on the company's balance sheet. Investors also form their own opinion of ProFrac Holding's value that differs from its market value or its book value, called intrinsic value, which is ProFrac Holding'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 ProFrac Holding's market value can be influenced by many factors that don't directly affect ProFrac Holding'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 ProFrac Holding's value and its price as these two are different measures arrived at by different means. Investors typically determine if ProFrac Holding is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, ProFrac Holding'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.