Archrock Stock Forecast - Simple Exponential Smoothing
| AROC Stock | USD 25.86 0.12 0.47% |
The Simple Exponential Smoothing forecasted value of Archrock on the next trading day is expected to be 25.86 with a mean absolute deviation of 0.35 and the sum of the absolute errors of 21.16. Archrock Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Archrock stock prices and determine the direction of Archrock's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Archrock's historical fundamentals, such as revenue growth or operating cash flow patterns.
Archrock |
Archrock Simple Exponential Smoothing Price Forecast For the 26th of November
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Archrock on the next trading day is expected to be 25.86 with a mean absolute deviation of 0.35, mean absolute percentage error of 0.28, and the sum of the absolute errors of 21.16.Please note that although there have been many attempts to predict Archrock 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 Archrock's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Archrock Stock Forecast Pattern
| Backtest Archrock | Archrock Price Prediction | Buy or Sell Advice |
Archrock Forecasted Value
In the context of forecasting Archrock'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. Archrock's downside and upside margins for the forecasting period are 23.43 and 28.29, respectively. We have considered Archrock'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 Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Archrock stock data series using in forecasting. Note that when a statistical model is used to represent Archrock 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 | 114.994 |
| Bias | Arithmetic mean of the errors | -0.0967 |
| MAD | Mean absolute deviation | 0.3527 |
| MAPE | Mean absolute percentage error | 0.0165 |
| SAE | Sum of the absolute errors | 21.16 |
Predictive Modules for Archrock
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Archrock. 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 Archrock
For every potential investor in Archrock, whether a beginner or expert, Archrock's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Archrock Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Archrock. Basic forecasting techniques help filter out the noise by identifying Archrock's price trends.Archrock 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 Archrock stock to make a market-neutral strategy. Peer analysis of Archrock could also be used in its relative valuation, which is a method of valuing Archrock by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Archrock 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 Archrock'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 Archrock's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Archrock Market Strength Events
Market strength indicators help investors to evaluate how Archrock stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Archrock shares will generate the highest return on investment. By undertsting and applying Archrock stock market strength indicators, traders can identify Archrock entry and exit signals to maximize returns.
Archrock Risk Indicators
The analysis of Archrock'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 Archrock's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting archrock 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 | 1.69 | |||
| Semi Deviation | 1.53 | |||
| Standard Deviation | 2.44 | |||
| Variance | 5.96 | |||
| Downside Variance | 3.31 | |||
| Semi Variance | 2.33 | |||
| Expected Short fall | (2.05) |
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 Archrock offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Archrock'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 Archrock Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Archrock Stock:Check out Historical Fundamental Analysis of Archrock to cross-verify your projections. For information on how to trade Archrock Stock refer to our How to Trade Archrock Stock guide.You can also try the Price Ceiling Movement module to calculate and plot Price Ceiling Movement for different equity instruments.
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 Archrock. If investors know Archrock 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 Archrock 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 0.127 | Dividend Share 0.67 | Earnings Share 0.91 | Revenue Per Share 6.942 | Quarterly Revenue Growth 0.153 |
The market value of Archrock is measured differently than its book value, which is the value of Archrock that is recorded on the company's balance sheet. Investors also form their own opinion of Archrock's value that differs from its market value or its book value, called intrinsic value, which is Archrock'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 Archrock's market value can be influenced by many factors that don't directly affect Archrock'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 Archrock's value and its price as these two are different measures arrived at by different means. Investors typically determine if Archrock is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Archrock'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.