Burlington Stores Stock Forecast - Naive Prediction

BUI Stock  EUR 282.00  8.00  2.92%   
The Naive Prediction forecasted value of Burlington Stores on the next trading day is expected to be 281.37 with a mean absolute deviation of 4.36 and the sum of the absolute errors of 265.91. Burlington Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Burlington Stores' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for Burlington Stores is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Burlington Stores value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Burlington Stores Naive Prediction Price Forecast For the 29th of December

Given 90 days horizon, the Naive Prediction forecasted value of Burlington Stores on the next trading day is expected to be 281.37 with a mean absolute deviation of 4.36, mean absolute percentage error of 31.54, and the sum of the absolute errors of 265.91.
Please note that although there have been many attempts to predict Burlington 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 Burlington Stores' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Burlington Stores Stock Forecast Pattern

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Burlington Stores Forecasted Value

In the context of forecasting Burlington Stores' 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. Burlington Stores' downside and upside margins for the forecasting period are 279.15 and 283.59, respectively. We have considered Burlington Stores' 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
282.00
279.15
Downside
281.37
Expected Value
283.59
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Burlington Stores stock data series using in forecasting. Note that when a statistical model is used to represent Burlington Stores 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 Criteria121.5619
BiasArithmetic mean of the errors None
MADMean absolute deviation4.3592
MAPEMean absolute percentage error0.0177
SAESum of the absolute errors265.9139
This model is not at all useful as a medium-long range forecasting tool of Burlington Stores. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Burlington Stores. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Burlington Stores

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Burlington Stores. 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
279.76282.00284.24
Details
Intrinsic
Valuation
LowRealHigh
222.46224.70310.20
Details

Other Forecasting Options for Burlington Stores

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

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

Burlington Stores 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 Burlington Stores' 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 Burlington Stores' current price.

Burlington Stores Market Strength Events

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

Burlington Stores Risk Indicators

The analysis of Burlington Stores' 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 Burlington Stores' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting burlington 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.

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Additional Information and Resources on Investing in Burlington Stock

When determining whether Burlington Stores is a strong investment it is important to analyze Burlington Stores' 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 Burlington Stores' future performance. For an informed investment choice regarding Burlington Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of Burlington Stores to cross-verify your projections.
For more detail on how to invest in Burlington Stock please use our How to Invest in Burlington Stores guide.
You can also try the Price Transformation module to use Price Transformation models to analyze the depth of different equity instruments across global markets.
Please note, there is a significant difference between Burlington Stores' value and its price as these two are different measures arrived at by different means. Investors typically determine if Burlington Stores is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Burlington Stores' 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.