Sally Beauty Stock Forecast - Polynomial Regression

SBH Stock  USD 12.42  0.25  2.05%   
The Polynomial Regression forecasted value of Sally Beauty Holdings on the next trading day is expected to be 11.34 with a mean absolute deviation of  0.42  and the sum of the absolute errors of 25.96. Sally Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Sally Beauty stock prices and determine the direction of Sally Beauty Holdings's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Sally Beauty's historical fundamentals, such as revenue growth or operating cash flow patterns. Although Sally Beauty's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Sally Beauty's systematic risk associated with finding meaningful patterns of Sally Beauty fundamentals over time.
Check out Historical Fundamental Analysis of Sally Beauty to cross-verify your projections.
  
As of now, Sally Beauty's Inventory Turnover is decreasing as compared to previous years. The Sally Beauty's current Asset Turnover is estimated to increase to 1.95, while Payables Turnover is projected to decrease to 7.85. . The Sally Beauty's current Common Stock Shares Outstanding is estimated to increase to about 127.5 M, while Net Income Applicable To Common Shares is projected to decrease to under 196.6 M.

Open Interest Against 2024-04-19 Sally Option Contracts

Although open interest is a measure utilized in the options markets, it could be used to forecast Sally Beauty'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 Sally Beauty's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Sally Beauty 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 Sally Beauty's open interest, investors have to compare it to Sally Beauty'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 Sally Beauty 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 Sally. 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.
Most investors in Sally Beauty cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Sally Beauty's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Sally Beauty's price structures and extracts relationships that further increase the generated results' accuracy.
Sally Beauty polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Sally Beauty Holdings as well as the accuracy indicators are determined from the period prices.

Sally Beauty Polynomial Regression Price Forecast For the 30th of March

Given 90 days horizon, the Polynomial Regression forecasted value of Sally Beauty Holdings on the next trading day is expected to be 11.34 with a mean absolute deviation of 0.42, mean absolute percentage error of 0.25, and the sum of the absolute errors of 25.96.
Please note that although there have been many attempts to predict Sally 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 Sally Beauty's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Sally Beauty Stock Forecast Pattern

Backtest Sally BeautySally Beauty Price PredictionBuy or Sell Advice 

Sally Beauty Forecasted Value

In the context of forecasting Sally Beauty'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. Sally Beauty's downside and upside margins for the forecasting period are 8.17 and 14.52, respectively. We have considered Sally Beauty'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
12.42
11.34
Expected Value
14.52
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 Sally Beauty stock data series using in forecasting. Note that when a statistical model is used to represent Sally Beauty 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 Criteria118.5753
BiasArithmetic mean of the errors None
MADMean absolute deviation0.4187
MAPEMean absolute percentage error0.0335
SAESum of the absolute errors25.9614
A single variable polynomial regression model attempts to put a curve through the Sally Beauty 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 Sally Beauty

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Sally Beauty Holdings. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Sally Beauty's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
9.2812.4215.56
Details
Intrinsic
Valuation
LowRealHigh
9.3612.5015.64
Details
Bollinger
Band Projection (param)
LowMiddleHigh
11.3912.2413.08
Details
6 Analysts
Consensus
LowTargetHigh
10.7411.8013.10
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Sally Beauty. Your research has to be compared to or analyzed against Sally Beauty's peers to derive any actionable benefits. When done correctly, Sally Beauty'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 Sally Beauty Holdings.

Other Forecasting Options for Sally Beauty

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

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

Sally Beauty Holdings 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 Sally Beauty'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 Sally Beauty's current price.

Sally Beauty Market Strength Events

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

Sally Beauty Risk Indicators

The analysis of Sally Beauty'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 Sally Beauty's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting sally 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.

Sally Beauty Investors Sentiment

The influence of Sally Beauty's investor sentiment on the probability of its price appreciation or decline could be a good factor in your decision-making process regarding taking a position in Sally. The overall investor sentiment generally increases the direction of a stock movement in a one-year investment horizon. However, the impact of investor sentiment on the entire stock market does not have solid backing from leading economists and market statisticians.
Investor biases related to Sally Beauty's public news can be used to forecast risks associated with an investment in Sally. The trend in average sentiment can be used to explain how an investor holding Sally can time the market purely based on public headlines and social activities around Sally Beauty Holdings. Please note that most equities that are difficult to arbitrage are affected by market sentiment the most.
Sally Beauty's market sentiment shows the aggregated news analyzed to detect positive and negative mentions from the text and comments. The data is normalized to provide daily scores for Sally Beauty's and other traded tickers. The bigger the bubble, the more accurate is the estimated score. Higher bars for a given day show more participation in the average Sally Beauty's news discussions. The higher the estimated score, the more favorable is the investor's outlook on Sally Beauty.
Some investors attempt to determine whether the market's mood is bullish or bearish by monitoring changes in market sentiment. Unlike more traditional methods such as technical analysis, investor sentiment usually refers to the aggregate attitude towards Sally Beauty in the overall investment community. So, suppose investors can accurately measure the market's sentiment. In that case, they can use it for their benefit. For example, some tools to gauge market sentiment could be utilized using contrarian indexes, Sally Beauty's short interest history, or implied volatility extrapolated from Sally Beauty options trading.

Currently Active Assets on Macroaxis

When determining whether Sally Beauty Holdings offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Sally Beauty'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 Sally Beauty Holdings Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Sally Beauty Holdings Stock:
Check out Historical Fundamental Analysis of Sally Beauty to cross-verify your projections.
Note that the Sally Beauty Holdings information on this page should be used as a complementary analysis to other Sally Beauty's statistical models used to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try the Aroon Oscillator module to analyze current equity momentum using Aroon Oscillator and other momentum ratios.

Complementary Tools for Sally Stock analysis

When running Sally Beauty's price analysis, check to measure Sally Beauty'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 Sally Beauty is operating at the current time. Most of Sally Beauty's value examination focuses on studying past and present price action to predict the probability of Sally Beauty's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Sally Beauty's price. Additionally, you may evaluate how the addition of Sally Beauty to your portfolios can decrease your overall portfolio volatility.
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Is Sally Beauty's industry 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 Sally Beauty. If investors know Sally 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 Sally Beauty 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
(0.24)
Earnings Share
1.58
Revenue Per Share
34.591
Quarterly Revenue Growth
(0.03)
Return On Assets
0.0723
The market value of Sally Beauty Holdings is measured differently than its book value, which is the value of Sally that is recorded on the company's balance sheet. Investors also form their own opinion of Sally Beauty's value that differs from its market value or its book value, called intrinsic value, which is Sally Beauty'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 Sally Beauty's market value can be influenced by many factors that don't directly affect Sally Beauty'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 Sally Beauty's value and its price as these two are different measures arrived at by different means. Investors typically determine if Sally Beauty is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Sally Beauty'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.