Patterson-UTI Energy Stock Forecast - Polynomial Regression

PE1 Stock  EUR 8.00  0.05  0.62%   
The Polynomial Regression forecasted value of Patterson UTI Energy on the next trading day is expected to be 8.22 with a mean absolute deviation of 0.20 and the sum of the absolute errors of 12.07. Patterson-UTI Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Patterson-UTI Energy's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Patterson-UTI Energy polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Patterson UTI Energy as well as the accuracy indicators are determined from the period prices.

Patterson-UTI Energy Polynomial Regression Price Forecast For the 1st of December

Given 90 days horizon, the Polynomial Regression forecasted value of Patterson UTI Energy on the next trading day is expected to be 8.22 with a mean absolute deviation of 0.20, mean absolute percentage error of 0.06, and the sum of the absolute errors of 12.07.
Please note that although there have been many attempts to predict Patterson-UTI 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 Patterson-UTI Energy's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Patterson-UTI Energy Stock Forecast Pattern

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Patterson-UTI Energy Forecasted Value

In the context of forecasting Patterson-UTI Energy'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. Patterson-UTI Energy's downside and upside margins for the forecasting period are 5.40 and 11.04, respectively. We have considered Patterson-UTI Energy'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
8.00
8.22
Expected Value
11.04
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 Patterson-UTI Energy stock data series using in forecasting. Note that when a statistical model is used to represent Patterson-UTI Energy 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 Criteria115.364
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1979
MAPEMean absolute percentage error0.0271
SAESum of the absolute errors12.0715
A single variable polynomial regression model attempts to put a curve through the Patterson-UTI Energy 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 Patterson-UTI Energy

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Patterson UTI Energy. 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
5.188.0010.82
Details
Intrinsic
Valuation
LowRealHigh
4.887.7010.52
Details

Other Forecasting Options for Patterson-UTI Energy

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

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

Patterson UTI Energy 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 Patterson-UTI Energy'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 Patterson-UTI Energy's current price.

Patterson-UTI Energy Market Strength Events

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

Patterson-UTI Energy Risk Indicators

The analysis of Patterson-UTI Energy'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 Patterson-UTI Energy's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting patterson-uti 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.

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Additional Information and Resources on Investing in Patterson-UTI Stock

When determining whether Patterson UTI Energy offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Patterson-UTI Energy'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 Patterson Uti Energy Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Patterson Uti Energy Stock:
Check out Historical Fundamental Analysis of Patterson-UTI Energy to cross-verify your projections.
For more detail on how to invest in Patterson-UTI Stock please use our How to Invest in Patterson-UTI Energy guide.
You can also try the CEOs Directory module to screen CEOs from public companies around the world.
Please note, there is a significant difference between Patterson-UTI Energy's value and its price as these two are different measures arrived at by different means. Investors typically determine if Patterson-UTI Energy is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Patterson-UTI Energy'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.