KEURIG Forecast - 4 Period Moving Average

49271VAJ9   90.46  2.49  2.68%   
The 4 Period Moving Average forecasted value of KEURIG DR PEPPER on the next trading day is expected to be 91.21 with a mean absolute deviation of 0.61 and the sum of the absolute errors of 35.63. KEURIG Bond Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast KEURIG stock prices and determine the direction of KEURIG DR PEPPER's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of KEURIG's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A four-period moving average forecast model for KEURIG DR PEPPER is based on an artificially constructed daily price series in which the value for a given day is replaced by the mean of that value and the values for four preceding and succeeding time periods. This model is best suited to forecast equities with high volatility.

KEURIG 4 Period Moving Average Price Forecast For the 13th of December 2024

Given 90 days horizon, the 4 Period Moving Average forecasted value of KEURIG DR PEPPER on the next trading day is expected to be 91.21 with a mean absolute deviation of 0.61, mean absolute percentage error of 1.14, and the sum of the absolute errors of 35.63.
Please note that although there have been many attempts to predict KEURIG Bond 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 KEURIG's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

KEURIG Bond Forecast Pattern

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KEURIG Forecasted Value

In the context of forecasting KEURIG's Bond 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. KEURIG's downside and upside margins for the forecasting period are 90.71 and 91.72, respectively. We have considered KEURIG'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
90.46
91.21
Expected Value
91.72
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 4 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of KEURIG bond data series using in forecasting. Note that when a statistical model is used to represent KEURIG bond, 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 Criteria112.7265
BiasArithmetic mean of the errors 0.1692
MADMean absolute deviation0.6143
MAPEMean absolute percentage error0.0067
SAESum of the absolute errors35.6275
The four period moving average method has an advantage over other forecasting models in that it does smooth out peaks and troughs in a set of daily price observations of KEURIG. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for KEURIG DR PEPPER and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for KEURIG

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as KEURIG DR PEPPER. Regardless of method or technology, however, to accurately forecast the bond market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the bond 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
89.9590.4690.97
Details
Intrinsic
Valuation
LowRealHigh
81.4191.0691.57
Details
Bollinger
Band Projection (param)
LowMiddleHigh
87.8191.4695.11
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as KEURIG. Your research has to be compared to or analyzed against KEURIG's peers to derive any actionable benefits. When done correctly, KEURIG'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 KEURIG DR PEPPER.

Other Forecasting Options for KEURIG

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

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

KEURIG DR PEPPER Technical and Predictive Analytics

The bond market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of KEURIG'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 KEURIG's current price.

KEURIG Market Strength Events

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

KEURIG Risk Indicators

The analysis of KEURIG'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 KEURIG's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting keurig bond 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. One of the essential factors to consider when estimating the risk of default for a bond instrument is its duration, which is the bond's price sensitivity to changes in interest rates. The duration of KEURIG DR PEPPER bond is primarily affected by its yield, coupon rate, and time to maturity. The duration of a bond will be higher the lower its coupon, lower its yield, and longer the time left to maturity.
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 KEURIG Bond

KEURIG financial ratios help investors to determine whether KEURIG Bond 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 KEURIG with respect to the benefits of owning KEURIG security.