Performance Food Stock Forecast - Naive Prediction

P5F Stock  EUR 82.50  0.50  0.61%   
The Naive Prediction forecasted value of Performance Food Group on the next trading day is expected to be 82.57 with a mean absolute deviation of 1.22 and the sum of the absolute errors of 74.24. Performance Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Performance Food's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for Performance Food is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Performance Food Group 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.

Performance Food Naive Prediction Price Forecast For the 3rd of December

Given 90 days horizon, the Naive Prediction forecasted value of Performance Food Group on the next trading day is expected to be 82.57 with a mean absolute deviation of 1.22, mean absolute percentage error of 2.34, and the sum of the absolute errors of 74.24.
Please note that although there have been many attempts to predict Performance 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 Performance Food's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Performance Food Stock Forecast Pattern

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Performance Food Forecasted Value

In the context of forecasting Performance Food'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. Performance Food's downside and upside margins for the forecasting period are 80.90 and 84.25, respectively. We have considered Performance Food'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
82.50
82.57
Expected Value
84.25
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 Performance Food stock data series using in forecasting. Note that when a statistical model is used to represent Performance Food 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 Criteria118.9628
BiasArithmetic mean of the errors None
MADMean absolute deviation1.2171
MAPEMean absolute percentage error0.016
SAESum of the absolute errors74.2411
This model is not at all useful as a medium-long range forecasting tool of Performance Food Group. 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 Performance Food. 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 Performance Food

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Performance Food. 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
80.8382.5084.17
Details
Intrinsic
Valuation
LowRealHigh
76.8378.5090.75
Details
Bollinger
Band Projection (param)
LowMiddleHigh
73.0079.7386.46
Details

Other Forecasting Options for Performance Food

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

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

Performance Food 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 Performance Food'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 Performance Food's current price.

Performance Food Market Strength Events

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

Performance Food Risk Indicators

The analysis of Performance Food'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 Performance Food's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting performance 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.

Currently Active Assets on Macroaxis

Additional Information and Resources on Investing in Performance Stock

When determining whether Performance Food offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Performance Food'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 Performance Food Group Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Performance Food Group Stock:
Check out Historical Fundamental Analysis of Performance Food 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 Performance Food's value and its price as these two are different measures arrived at by different means. Investors typically determine if Performance Food is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Performance Food'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.