Advance Auto Stock Forecast - Simple Regression

AAP Stock  USD 49.64  0.30  0.61%   
Advance Stock outlook is based on your current time horizon. Although Advance Auto's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Advance Auto's systematic risk associated with finding meaningful patterns of Advance Auto fundamentals over time.
As of today, The value of RSI of Advance Auto's share price is at 58. This suggests that the stock is in nutural position, most likellhy at or near its resistance level. The main idea of RSI analysis is to track how fast people are buying or selling Advance Auto, making its price go up or down.

Momentum 58

 Buy Extended

 
Oversold
 
Overbought
The successful prediction of Advance Auto's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Advance Auto Parts, which may create opportunities for some arbitrage if properly timed. Below are the key fundamental drivers impacting Advance Auto's stock price prediction:
Quarterly Earnings Growth
(0.66)
EPS Estimate Next Quarter
0.4676
EPS Estimate Current Year
1.8161
EPS Estimate Next Year
2.6694
Wall Street Target Price
51.2857
Using Advance Auto hype-based prediction, you can estimate the value of Advance Auto Parts from the perspective of Advance Auto response to recently generated media hype and the effects of current headlines on its competitors. We also analyze overall investor sentiment towards Advance Auto using Advance Auto's stock options and short interest. It helps to benchmark the overall future attitude of investors towards Advance using crowd psychology based on the activity and movement of Advance Auto's stock price.

Advance Auto Short Interest

An investor who is long Advance Auto may also wish to track short interest. As short interest increases, investors should be becoming more worried about Advance Auto and may potentially protect profits, hedge Advance Auto with its derivative instruments, or be ready for some potential downside.
200 Day MA
49.7547
Short Percent
0.3374
Short Ratio
7.23
Shares Short Prior Month
10.3 M
50 Day MA
45.8698

Advance Relative Strength Index

The Simple Regression forecasted value of Advance Auto Parts on the next trading day is expected to be 41.86 with a mean absolute deviation of 2.94 and the sum of the absolute errors of 179.37.

Advance Auto Parts Hype to Price Pattern

Investor biases related to Advance Auto's public news can be used to forecast risks associated with an investment in Advance. The trend in average sentiment can be used to explain how an investor holding Advance can time the market purely based on public headlines and social activities around Advance Auto Parts. Please note that most equities that are difficult to arbitrage are affected by market sentiment the most.
Some investors profit by finding stocks that are overvalued or undervalued based on market sentiment. The correlation of Advance Auto's market sentiment to its price can help taders to make decisions based on the overall investors consensus about Advance Auto.

Advance Auto Implied Volatility

    
  0.8  
Advance Auto's implied volatility exposes the market's sentiment of Advance Auto Parts stock's possible movements over time. However, it does not forecast the overall direction of its price. In a nutshell, if Advance Auto's implied volatility is high, the market thinks the stock has potential for high price swings in either direction. On the other hand, the low implied volatility suggests that Advance Auto stock will not fluctuate a lot when Advance Auto's options are near their expiration.
The Simple Regression forecasted value of Advance Auto Parts on the next trading day is expected to be 41.86 with a mean absolute deviation of 2.94 and the sum of the absolute errors of 179.37.

Advance Auto after-hype prediction price

    
  USD 49.34  
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 stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
Check out Historical Fundamental Analysis of Advance Auto to cross-verify your projections.

Prediction based on Rule 16 of the current Advance contract

Based on the Rule 16, the options market is currently suggesting that Advance Auto Parts will have an average daily up or down price movement of about 0.05% per day over the life of the 2026-03-20 option contract. With Advance Auto trading at USD 49.64, that is roughly USD 0.0248 . If you think that the market is fully incorporating Advance Auto's daily price movement you should consider acquiring Advance Auto Parts options at the current volatility level of 0.8%. But if you have an opposite viewpoint you should avoid it and even consider selling them.

Open Interest Against 2026-03-20 Advance Option Contracts

Although open interest is a measure utilized in the options markets, it could be used to forecast Advance Auto'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 Advance Auto's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Advance Auto 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 Advance Auto's open interest, investors have to compare it to Advance Auto'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 Advance Auto 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 Advance. 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.

Advance Auto Additional Predictive Modules

Most predictive techniques to examine Advance price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Advance using various technical indicators. When you analyze Advance 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.
Simple Regression model is a single variable regression model that attempts to put a straight line through Advance Auto price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Advance Auto Simple Regression Price Forecast For the 29th of January

Given 90 days horizon, the Simple Regression forecasted value of Advance Auto Parts on the next trading day is expected to be 41.86 with a mean absolute deviation of 2.94, mean absolute percentage error of 12.71, and the sum of the absolute errors of 179.37.
Please note that although there have been many attempts to predict Advance 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 Advance Auto's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Advance Auto Stock Forecast Pattern

Backtest Advance Auto  Advance Auto Price Prediction  Buy or Sell Advice  

Advance Auto Forecasted Value

In the context of forecasting Advance Auto'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. Advance Auto's downside and upside margins for the forecasting period are 38.51 and 45.20, respectively. We have considered Advance Auto'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
49.64
41.86
Expected Value
45.20
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Advance Auto stock data series using in forecasting. Note that when a statistical model is used to represent Advance Auto 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 Criteria120.6529
BiasArithmetic mean of the errors None
MADMean absolute deviation2.9405
MAPEMean absolute percentage error0.0648
SAESum of the absolute errors179.3695
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Advance Auto Parts historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Advance Auto

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Advance Auto Parts. 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
46.0049.3452.68
Details
Intrinsic
Valuation
LowRealHigh
46.3049.6452.98
Details
Bollinger
Band Projection (param)
LowMiddleHigh
36.5742.3148.05
Details
28 Analysts
Consensus
LowTargetHigh
46.6751.2956.93
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Advance Auto. Your research has to be compared to or analyzed against Advance Auto's peers to derive any actionable benefits. When done correctly, Advance Auto'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 Advance Auto Parts.

Advance Auto After-Hype Price Density Analysis

As far as predicting the price of Advance Auto 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 Advance Auto 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 Advance Auto, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

Advance Auto Estimiated After-Hype Price Volatility

In the context of predicting Advance Auto's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Advance Auto's historical news coverage. Advance Auto's after-hype downside and upside margins for the prediction period are 46.00 and 52.68, respectively. We have considered Advance Auto'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 outperform traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
49.64
49.34
After-hype Price
52.68
Upside
Advance Auto is very steady at this time. Analysis and calculation of next after-hype price of Advance Auto Parts is based on 3 months time horizon.

Advance Auto Stock Price Outlook Analysis

Have you ever been surprised when a price of a Company such as Advance Auto is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Advance Auto 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 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 Advance Auto, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.02 
3.34
 0.00  
  0.02 
9 Events / Month
8 Events / Month
In about 9 days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
49.64
49.34
0.00 
1,856  
Notes

Advance Auto Hype Timeline

On the 28th of January Advance Auto Parts is traded for 49.64. The entity stock is not elastic to its hype. The average elasticity to hype of competition is 0.02. Advance is forecasted not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is over 100%. The immediate return on the next news is forecasted to be very small, whereas the daily expected return is presently at 0.02%. %. The volatility of related hype on Advance Auto is about 341.51%, with the expected price after the next announcement by competition of 49.66. About 99.0% of the company shares are held by institutions such as insurance companies. The company has price-to-book (P/B) ratio of 1.35. Some equities with similar Price to Book (P/B) outperform the market in the long run. Advance Auto Parts has Price/Earnings To Growth (PEG) ratio of 1.67. The entity recorded a loss per share of 10.22. The firm last dividend was issued on the 9th of January 2026. Advance Auto had 3:2 split on the 26th of September 2005. Considering the 90-day investment horizon the next forecasted press release will be in about 9 days.
Check out Historical Fundamental Analysis of Advance Auto to cross-verify your projections.

Advance Auto Related Hype Analysis

Having access to credible news sources related to Advance Auto's direct competition is more important than ever and may enhance your ability to predict Advance Auto's future price movements. Getting to know how Advance Auto'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 Advance Auto may potentially react to the hype associated with one of its peers.
Hype
Elasticity
News
Density
Semi
Deviation
Information
Ratio
Potential
Upside
Value
At Risk
Maximum
Drawdown
ASOAcademy Sports Outdoors 3.79 7 per month 2.16  0.04  4.95 (3.51) 12.70 
RHRH 4.02 6 per month 2.92  0.06  6.59 (4.89) 15.48 
VSCOVictorias Secret Co 1.98 12 per month 2.30  0.23  5.93 (4.23) 22.23 
BKEBuckle Inc(0.35)8 per month 0.00 (0.08) 2.73 (3.04) 9.51 
AEOAmerican Eagle Outfitters 0.38 7 per month 1.93  0.18  5.78 (3.60) 19.53 
VCVisteon Corp(0.64)7 per month 0.00 (0.18) 3.85 (3.53) 8.62 
PTONPeloton Interactive 0.37 6 per month 0.00 (0.13) 5.78 (5.89) 21.58 
DRVNDriven Brands Holdings 0.30 10 per month 1.70 (0.03) 3.92 (2.80) 9.66 
FUNSix Flags Entertainment(0.94)10 per month 0.00 (0.13) 4.83 (6.75) 13.88 
COLMColumbia Sportswear 0.87 11 per month 1.91 (0.01) 3.71 (3.26) 10.24 

Other Forecasting Options for Advance Auto

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

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

Advance Auto Market Strength Events

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

Advance Auto Risk Indicators

The analysis of Advance Auto'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 Advance Auto's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting advance 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 Advance Auto

The number of cover stories for Advance Auto depends on current market conditions and Advance Auto's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Advance Auto 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 Advance Auto's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.

Advance Auto Short Properties

Advance Auto's future price predictability will typically decrease when Advance Auto's long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of Advance Auto Parts often depends not only on the future outlook of the potential Advance Auto'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. Advance Auto's indicators that are reflective of the short sentiment are summarized in the table below.
Common Stock Shares Outstanding59.6 M
Cash And Short Term Investments1.9 B

Additional Tools for Advance Stock Analysis

When running Advance Auto's price analysis, check to measure Advance Auto's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Advance Auto is operating at the current time. Most of Advance Auto's value examination focuses on studying past and present price action to predict the probability of Advance Auto's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Advance Auto's price. Additionally, you may evaluate how the addition of Advance Auto to your portfolios can decrease your overall portfolio volatility.