Archrock Stock Forward View - Double Exponential Smoothing

AROCDelisted Stock  USD 29.59  0.19  0.64%   
Archrock Stock outlook 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 suggest always using this module together with an analysis of Archrock's historical fundamentals, such as revenue growth or operating cash flow patterns.
At the present time the value of rsi of Archrock's share price is below 20 . This suggests that the stock is significantly oversold. The fundamental principle of the Relative Strength Index (RSI) is to quantify the velocity at which market participants are driving the price of a financial instrument upwards or downwards.

Momentum 0

 Sell Peaked

 
Oversold
 
Overbought
The successful prediction of Archrock's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Archrock, which may create opportunities for some arbitrage if properly timed.
Using Archrock hype-based prediction, you can estimate the value of Archrock from the perspective of Archrock response to recently generated media hype and the effects of current headlines on its competitors.
The Double Exponential Smoothing forecasted value of Archrock on the next trading day is expected to be 29.92 with a mean absolute deviation of 0.34 and the sum of the absolute errors of 20.20.

Archrock after-hype prediction price

    
  USD 29.41  
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as delisted stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
  
Check out Trending Equities to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in employment.

Archrock Additional Predictive Modules

Most predictive techniques to examine Archrock price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Archrock using various technical indicators. When you analyze Archrock charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.
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 Archrock works best with periods where there are trends or seasonality.

Archrock Double Exponential Smoothing Price Forecast For the 14th of February 2026

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Archrock on the next trading day is expected to be 29.92 with a mean absolute deviation of 0.34, mean absolute percentage error of 0.17, and the sum of the absolute errors of 20.20.
Please note that although there have been many attempts to predict Archrock Stock prices using its time series forecasting, we generally do not suggest 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  Research Analysis  

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 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.
AICAkaike Information CriteriaHuge
BiasArithmetic mean of the errors -0.0736
MADMean absolute deviation0.3423
MAPEMean absolute percentage error0.0134
SAESum of the absolute errors20.1981
When Archrock 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 Archrock 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 Archrock observations are given relatively more weight in forecasting than the older observations.

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.
Hype
Prediction
LowEstimatedHigh
27.9729.4130.85
Details
Intrinsic
Valuation
LowRealHigh
22.2823.7232.55
Details

Archrock After-Hype Price Density Analysis

As far as predicting the price of Archrock at your current risk attitude, this probability distribution graph shows the chance that the prediction will fall between or within a specific range. We use this chart to confirm that your returns on investing in Archrock or, for that matter, your successful expectations of its future price, cannot be replicated consistently. Please note, a large amount of money has been lost over the years by many investors who confused the symmetrical distributions of Stock prices, such as prices of Archrock, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

Archrock Estimiated After-Hype Price Volatility

In the context of predicting Archrock's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Archrock's historical news coverage. Archrock's after-hype downside and upside margins for the prediction period are 27.97 and 30.85, respectively. We have considered Archrock's daily market price in relation to the headlines to evaluate this method's predictive performance. Remember, however, there is no scientific proof or empirical evidence that news-based prediction models compare with traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
29.59
29.41
After-hype Price
30.85
Upside
Archrock is very steady at this time. Analysis and calculation of next after-hype price of Archrock is based on 3 months time horizon.

Archrock Stock Price Outlook Analysis

Have you ever been surprised when a price of a Company such as Archrock is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Archrock backward and forwards among themselves. Have you ever observed a lot of a particular company's price movement is driven by press releases or news about the company that has nothing to do with actual earnings? Usually, hype to individual companies acts as price momentum. If not enough favorable publicity is forthcoming, the Delisted Stock price eventually runs out of speed. So, the rule of thumb here is that as long as this news hype has nothing to do with immediate earnings, you should pay more attention to it. If you see this tendency with Archrock, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.47 
1.44
  0.18 
  0.04 
9 Events / Month
7 Events / Month
In about 9 days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
29.59
29.41
0.61 
378.95  
Notes

Archrock Hype Timeline

Archrock is presently traded for 29.59. The entity has historical hype elasticity of -0.18, and average elasticity to hype of competition of -0.04. Archrock is estimated to decline in value after the next headline, with the price expected to drop to 29.41. The average volatility of media hype impact on the company price is over 100%. The price decrease on the next news is expected to be -0.61%, whereas the daily expected return is presently at 0.47%. The volatility of related hype on Archrock is about 1734.94%, with the expected price after the next announcement by competition of 29.55. About 96.0% of the company shares are held by institutions such as insurance companies. The book value of Archrock was presently reported as 7.69. The company has Price/Earnings To Growth (PEG) ratio of 1.35. Archrock last dividend was issued on the 6th of May 2025. The entity had 13:40 split on the 21st of August 2007. Given the investment horizon of 90 days the next estimated press release will be in about 9 days.
Check out Trending Equities to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in employment.

Archrock Related Hype Analysis

Having access to credible news sources related to Archrock's direct competition is more important than ever and may enhance your ability to predict Archrock's future price movements. Getting to know how Archrock's peers react to changing market sentiment, related social signals, and mainstream news is a great way to find investing opportunities and time the market. The summary table below summarizes the essential lagging indicators that can help you analyze how Archrock may potentially react to the hype associated with one of its peers.

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 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.
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.

Story Coverage note for Archrock

The number of cover stories for Archrock depends on current market conditions and Archrock's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Archrock is classified under. However, while its typical story may have numerous social followers, the rapid visibility can also attract short-sellers, who usually are skeptical about Archrock's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.

Archrock Short Properties

Archrock's future price predictability will typically decrease when Archrock's long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of Archrock often depends not only on the future outlook of the potential Archrock's investors but also on the ongoing dynamics between investors with different trading styles. Because the market risk indicators may have small false signals, it is better to identify suitable times to hedge a portfolio using different long/short signals. Archrock's indicators that are reflective of the short sentiment are summarized in the table below.
Common Stock Shares Outstanding162.4 M
Cash And Short Term Investments4.4 M
Check out Trending Equities to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in employment.
You can also try the Portfolio Backtesting module to avoid under-diversification and over-optimization by backtesting your portfolios.

Other Consideration for investing in Archrock Stock

If you are still planning to invest in Archrock check if it may still be traded through OTC markets such as Pink Sheets or OTC Bulletin Board. You may also purchase it directly from the company, but this is not always possible and may require contacting the company directly. Please note that delisted stocks are often considered to be more risky investments, as they are no longer subject to the same regulatory and reporting requirements as listed stocks. Therefore, it is essential to carefully research the Archrock's history and understand the potential risks before investing.
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