Best Buy Stock Forecast - Simple Regression

BBYY34 Stock  BRL 541.99  34.99  6.90%   
The Simple Regression forecasted value of Best Buy Co on the next trading day is expected to be 519.13 with a mean absolute deviation of 6.31 and the sum of the absolute errors of 385.19. Best Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Best Buy stock prices and determine the direction of Best Buy Co's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Best Buy's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through Best Buy 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.

Best Buy Simple Regression Price Forecast For the 2nd of December

Given 90 days horizon, the Simple Regression forecasted value of Best Buy Co on the next trading day is expected to be 519.13 with a mean absolute deviation of 6.31, mean absolute percentage error of 66.90, and the sum of the absolute errors of 385.19.
Please note that although there have been many attempts to predict Best 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 Best Buy's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Best Buy Stock Forecast Pattern

Backtest Best BuyBest Buy Price PredictionBuy or Sell Advice 

Best Buy Forecasted Value

In the context of forecasting Best Buy'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. Best Buy's downside and upside margins for the forecasting period are 517.78 and 520.49, respectively. We have considered Best Buy'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
541.99
517.78
Downside
519.13
Expected Value
520.49
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 Best Buy stock data series using in forecasting. Note that when a statistical model is used to represent Best Buy 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 Criteria122.3136
BiasArithmetic mean of the errors None
MADMean absolute deviation6.3147
MAPEMean absolute percentage error0.0119
SAESum of the absolute errors385.195
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 Best Buy Co 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 Best Buy

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Best Buy. 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
540.64541.99543.34
Details
Intrinsic
Valuation
LowRealHigh
497.72499.07596.19
Details
Bollinger
Band Projection (param)
LowMiddleHigh
486.81516.80546.80
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Best Buy. Your research has to be compared to or analyzed against Best Buy's peers to derive any actionable benefits. When done correctly, Best Buy'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 Best Buy.

Other Forecasting Options for Best Buy

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

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

Best Buy 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 Best Buy'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 Best Buy's current price.

Best Buy Market Strength Events

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

Best Buy Risk Indicators

The analysis of Best Buy'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 Best Buy's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting best 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.

Additional Information and Resources on Investing in Best Stock

When determining whether Best Buy offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Best Buy'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 Best Buy Co Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Best Buy Co Stock:
Check out Historical Fundamental Analysis of Best Buy to cross-verify your projections.
You can also try the Equity Forecasting module to use basic forecasting models to generate price predictions and determine price momentum.
Please note, there is a significant difference between Best Buy's value and its price as these two are different measures arrived at by different means. Investors typically determine if Best Buy is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Best Buy'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.