Darden Restaurants, Stock Forecast - Polynomial Regression

D1RI34 Stock  BRL 281.00  0.00  0.00%   
The Polynomial Regression forecasted value of Darden Restaurants, on the next trading day is expected to be 297.99 with a mean absolute deviation of 4.64 and the sum of the absolute errors of 283.12. Darden Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Darden Restaurants, stock prices and determine the direction of Darden Restaurants,'s future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Darden Restaurants,'s historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Darden Restaurants, polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Darden Restaurants, as well as the accuracy indicators are determined from the period prices.

Darden Restaurants, Polynomial Regression Price Forecast For the 7th of January

Given 90 days horizon, the Polynomial Regression forecasted value of Darden Restaurants, on the next trading day is expected to be 297.99 with a mean absolute deviation of 4.64, mean absolute percentage error of 51.31, and the sum of the absolute errors of 283.12.
Please note that although there have been many attempts to predict Darden 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 Darden Restaurants,'s next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Darden Restaurants, Stock Forecast Pattern

Backtest Darden Restaurants,Darden Restaurants, Price PredictionBuy or Sell Advice 

Darden Restaurants, Forecasted Value

In the context of forecasting Darden Restaurants,'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. Darden Restaurants,'s downside and upside margins for the forecasting period are 295.39 and 300.60, respectively. We have considered Darden Restaurants,'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
281.00
295.39
Downside
297.99
Expected Value
300.60
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 Darden Restaurants, stock data series using in forecasting. Note that when a statistical model is used to represent Darden Restaurants, 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 Criteria122.0484
BiasArithmetic mean of the errors None
MADMean absolute deviation4.6413
MAPEMean absolute percentage error0.0186
SAESum of the absolute errors283.1188
A single variable polynomial regression model attempts to put a curve through the Darden Restaurants, 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 Darden Restaurants,

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Darden Restaurants,. 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
278.40281.00283.60
Details
Intrinsic
Valuation
LowRealHigh
252.90317.36319.96
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Darden Restaurants,. Your research has to be compared to or analyzed against Darden Restaurants,'s peers to derive any actionable benefits. When done correctly, Darden Restaurants,'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 Darden Restaurants,.

Other Forecasting Options for Darden Restaurants,

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

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

Darden Restaurants, 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 Darden Restaurants,'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 Darden Restaurants,'s current price.

Darden Restaurants, Market Strength Events

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

Darden Restaurants, Risk Indicators

The analysis of Darden Restaurants,'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 Darden Restaurants,'s investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting darden 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.

Other Information on Investing in Darden Stock

Darden Restaurants, financial ratios help investors to determine whether Darden Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Darden with respect to the benefits of owning Darden Restaurants, security.