Plains All Stock Forecast - Polynomial Regression

PAA Stock  USD 17.82  0.26  1.48%   
The Polynomial Regression forecasted value of Plains All American on the next trading day is expected to be 17.94 with a mean absolute deviation of 0.21 and the sum of the absolute errors of 13.03. Plains Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Plains All stock prices and determine the direction of Plains All American's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Plains All's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Plains All's Payables Turnover is projected to increase slightly based on the last few years of reporting. The current year's Receivables Turnover is expected to grow to 15.55, whereas Inventory Turnover is forecasted to decline to 50.80. . As of November 22, 2024, Common Stock Shares Outstanding is expected to decline to about 378.9 M. In addition to that, Net Income Applicable To Common Shares is expected to decline to about 690.3 M.

Open Interest Against 2024-11-22 Plains Option Contracts

Although open interest is a measure utilized in the options markets, it could be used to forecast Plains All's spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in Plains All's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Plains All stock based on available contracts left at the end of a trading day.
Please note that to derive more accurate forecasting about market movement from the current Plains All's open interest, investors have to compare it to Plains All's spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of Plains All is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in Plains. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.
Plains All polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Plains All American as well as the accuracy indicators are determined from the period prices.

Plains All Polynomial Regression Price Forecast For the 23rd of November

Given 90 days horizon, the Polynomial Regression forecasted value of Plains All American on the next trading day is expected to be 17.94 with a mean absolute deviation of 0.21, mean absolute percentage error of 0.07, and the sum of the absolute errors of 13.03.
Please note that although there have been many attempts to predict Plains 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 Plains All's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Plains All Stock Forecast Pattern

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Plains All Forecasted Value

In the context of forecasting Plains All'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. Plains All's downside and upside margins for the forecasting period are 16.64 and 19.23, respectively. We have considered Plains All'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
17.82
17.94
Expected Value
19.23
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 Plains All stock data series using in forecasting. Note that when a statistical model is used to represent Plains All 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 Criteria117.3522
BiasArithmetic mean of the errors None
MADMean absolute deviation0.2101
MAPEMean absolute percentage error0.0123
SAESum of the absolute errors13.0291
A single variable polynomial regression model attempts to put a curve through the Plains All 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 Plains All

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Plains All American. 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
16.5317.8219.11
Details
Intrinsic
Valuation
LowRealHigh
15.9017.1918.48
Details
Bollinger
Band Projection (param)
LowMiddleHigh
16.6417.2817.92
Details
19 Analysts
Consensus
LowTargetHigh
15.4216.9418.80
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Plains All. Your research has to be compared to or analyzed against Plains All's peers to derive any actionable benefits. When done correctly, Plains All's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Plains All American.

Other Forecasting Options for Plains All

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

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

Plains All American 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 Plains All'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 Plains All's current price.

Plains All Market Strength Events

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

Plains All Risk Indicators

The analysis of Plains All'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 Plains All's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting plains 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 Plains All American offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Plains All'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 Plains All American Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Plains All American Stock:
Check out Historical Fundamental Analysis of Plains All to cross-verify your projections.
You can also try the Sync Your Broker module to sync your existing holdings, watchlists, positions or portfolios from thousands of online brokerage services, banks, investment account aggregators and robo-advisors..
Is Oil & Gas Storage & Transportation 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 Plains All. If investors know Plains 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 Plains All 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
0.118
Dividend Share
1.27
Earnings Share
1.13
Revenue Per Share
71.827
Quarterly Revenue Growth
0.056
The market value of Plains All American is measured differently than its book value, which is the value of Plains that is recorded on the company's balance sheet. Investors also form their own opinion of Plains All's value that differs from its market value or its book value, called intrinsic value, which is Plains All'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 Plains All's market value can be influenced by many factors that don't directly affect Plains All'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 Plains All's value and its price as these two are different measures arrived at by different means. Investors typically determine if Plains All is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Plains All'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.