National Vision Stock Forecast - Polynomial Regression

EYE Stock  USD 11.51  0.12  1.03%   
The Polynomial Regression forecasted value of National Vision Holdings on the next trading day is expected to be 11.88 with a mean absolute deviation of 0.37 and the sum of the absolute errors of 22.30. National Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast National Vision stock prices and determine the direction of National Vision Holdings's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of National Vision's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, National Vision's Receivables Turnover is projected to drop slightly based on the last few years of reporting. The current year's Fixed Asset Turnover is expected to grow to 3.92, whereas Inventory Turnover is forecasted to decline to 5.63. . The current year's Common Stock Shares Outstanding is expected to grow to about 83.7 M, whereas Net Income Applicable To Common Shares is forecasted to decline to about 36.6 M.
National Vision polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for National Vision Holdings as well as the accuracy indicators are determined from the period prices.

National Vision Polynomial Regression Price Forecast For the 11th of November 2024

Given 90 days horizon, the Polynomial Regression forecasted value of National Vision Holdings on the next trading day is expected to be 11.88 with a mean absolute deviation of 0.37, mean absolute percentage error of 0.20, and the sum of the absolute errors of 22.30.
Please note that although there have been many attempts to predict National 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 National Vision's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

National Vision Stock Forecast Pattern

Backtest National VisionNational Vision Price PredictionBuy or Sell Advice 

National Vision Forecasted Value

In the context of forecasting National Vision'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. National Vision's downside and upside margins for the forecasting period are 9.50 and 14.26, respectively. We have considered National Vision'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
11.51
11.88
Expected Value
14.26
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 National Vision stock data series using in forecasting. Note that when a statistical model is used to represent National Vision 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 Criteria116.4835
BiasArithmetic mean of the errors None
MADMean absolute deviation0.3655
MAPEMean absolute percentage error0.0348
SAESum of the absolute errors22.2983
A single variable polynomial regression model attempts to put a curve through the National Vision 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 National Vision

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as National Vision 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 National Vision'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
9.2511.6314.01
Details
Intrinsic
Valuation
LowRealHigh
10.3614.0416.42
Details
11 Analysts
Consensus
LowTargetHigh
20.0222.0024.42
Details
Earnings
Estimates (0)
LowProjected EPSHigh
0.110.120.12
Details

Other Forecasting Options for National Vision

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

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

National Vision 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 National Vision'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 National Vision's current price.

National Vision Market Strength Events

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

National Vision Risk Indicators

The analysis of National Vision'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 National Vision's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting national 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 National Vision Holdings is a strong investment it is important to analyze National Vision's competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact National Vision's future performance. For an informed investment choice regarding National Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of National Vision to cross-verify your projections.
You can also try the Portfolio Optimization module to compute new portfolio that will generate highest expected return given your specified tolerance for risk.
Is Other Specialty Retail 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 National Vision. If investors know National 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 National Vision 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
(0.34)
Earnings Share
(1.04)
Revenue Per Share
27.744
Quarterly Revenue Growth
0.029
Return On Assets
0.0097
The market value of National Vision Holdings is measured differently than its book value, which is the value of National that is recorded on the company's balance sheet. Investors also form their own opinion of National Vision's value that differs from its market value or its book value, called intrinsic value, which is National Vision'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 National Vision's market value can be influenced by many factors that don't directly affect National Vision'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 National Vision's value and its price as these two are different measures arrived at by different means. Investors typically determine if National Vision is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, National Vision'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.