DOLLAR Forecast - Naive Prediction

256677AF2   97.45  0.20  0.20%   
The Naive Prediction forecasted value of DOLLAR GEN P on the next trading day is expected to be 97.27 with a mean absolute deviation of 0.37 and the sum of the absolute errors of 22.91. DOLLAR Bond Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast DOLLAR stock prices and determine the direction of DOLLAR GEN P's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of DOLLAR's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for DOLLAR is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of DOLLAR GEN P 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.

DOLLAR Naive Prediction Price Forecast For the 30th of November

Given 90 days horizon, the Naive Prediction forecasted value of DOLLAR GEN P on the next trading day is expected to be 97.27 with a mean absolute deviation of 0.37, mean absolute percentage error of 0.42, and the sum of the absolute errors of 22.91.
Please note that although there have been many attempts to predict DOLLAR 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 DOLLAR's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

DOLLAR Bond Forecast Pattern

Backtest DOLLARDOLLAR Price PredictionBuy or Sell Advice 

DOLLAR Forecasted Value

In the context of forecasting DOLLAR'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. DOLLAR's downside and upside margins for the forecasting period are 96.92 and 97.62, respectively. We have considered DOLLAR'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
97.45
97.27
Expected Value
97.62
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 DOLLAR bond data series using in forecasting. Note that when a statistical model is used to represent DOLLAR 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 Criteria119.0855
BiasArithmetic mean of the errors None
MADMean absolute deviation0.3696
MAPEMean absolute percentage error0.0038
SAESum of the absolute errors22.9144
This model is not at all useful as a medium-long range forecasting tool of DOLLAR GEN P. 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 DOLLAR. 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 DOLLAR

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as DOLLAR GEN P. 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
97.1097.4597.80
Details
Intrinsic
Valuation
LowRealHigh
96.2596.60107.20
Details
Bollinger
Band Projection (param)
LowMiddleHigh
93.3096.4499.57
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as DOLLAR. Your research has to be compared to or analyzed against DOLLAR's peers to derive any actionable benefits. When done correctly, DOLLAR'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 DOLLAR GEN P.

Other Forecasting Options for DOLLAR

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

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

DOLLAR GEN P 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 DOLLAR'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 DOLLAR's current price.

DOLLAR Market Strength Events

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

DOLLAR Risk Indicators

The analysis of DOLLAR'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 DOLLAR's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting dollar 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 DOLLAR GEN P 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 DOLLAR Bond

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