Driven Brands Etf Forecast - Naive Prediction

DRVN Etf  USD 16.86  0.01  0.06%   
The Naive Prediction forecasted value of Driven Brands Holdings on the next trading day is expected to be 16.27 with a mean absolute deviation of 0.31 and the sum of the absolute errors of 19.05. Driven Etf Forecast is based on your current time horizon.
  
A naive forecasting model for Driven Brands is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Driven Brands Holdings 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.

Driven Brands Naive Prediction Price Forecast For the 29th of November

Given 90 days horizon, the Naive Prediction forecasted value of Driven Brands Holdings on the next trading day is expected to be 16.27 with a mean absolute deviation of 0.31, mean absolute percentage error of 0.15, and the sum of the absolute errors of 19.05.
Please note that although there have been many attempts to predict Driven Etf 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 Driven Brands' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Driven Brands Etf Forecast Pattern

Backtest Driven BrandsDriven Brands Price PredictionBuy or Sell Advice 

Driven Brands Forecasted Value

In the context of forecasting Driven Brands' Etf 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. Driven Brands' downside and upside margins for the forecasting period are 14.19 and 18.36, respectively. We have considered Driven Brands' 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
16.86
16.27
Expected Value
18.36
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 Driven Brands etf data series using in forecasting. Note that when a statistical model is used to represent Driven Brands etf, 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 Criteria116.229
BiasArithmetic mean of the errors None
MADMean absolute deviation0.3123
MAPEMean absolute percentage error0.0208
SAESum of the absolute errors19.0494
This model is not at all useful as a medium-long range forecasting tool of Driven Brands Holdings. 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 Driven Brands. 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 Driven Brands

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Driven Brands Holdings. Regardless of method or technology, however, to accurately forecast the etf market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the etf 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Driven Brands' price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
14.7416.8118.88
Details
Intrinsic
Valuation
LowRealHigh
16.2418.3120.38
Details
Bollinger
Band Projection (param)
LowMiddleHigh
15.8916.5617.22
Details
12 Analysts
Consensus
LowTargetHigh
21.3423.4526.03
Details

Other Forecasting Options for Driven Brands

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

View Driven Brands Related Equities

 Risk & Return  Correlation

Driven Brands Holdings Technical and Predictive Analytics

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

Driven Brands Market Strength Events

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

Driven Brands Risk Indicators

The analysis of Driven Brands' 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 Driven Brands' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting driven etf 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.

Pair Trading with Driven Brands

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Driven Brands position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Driven Brands will appreciate offsetting losses from the drop in the long position's value.

Moving together with Driven Etf

  0.88G Genpact LimitedPairCorr
  0.78BR Broadridge FinancialPairCorr
  0.62BV BrightView HoldingsPairCorr

Moving against Driven Etf

  0.82VCIG VCI Global Limited TrendingPairCorr
  0.75MG Mistras GroupPairCorr
  0.59VLTO VeraltoPairCorr
  0.53WHLM WilhelminaPairCorr
  0.52FC Franklin CoveyPairCorr
The ability to find closely correlated positions to Driven Brands could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Driven Brands when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Driven Brands - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Driven Brands Holdings to buy it.
The correlation of Driven Brands is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Driven Brands moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Driven Brands Holdings moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Driven Brands can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching

Other Information on Investing in Driven Etf

Driven Brands financial ratios help investors to determine whether Driven Etf 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 Driven with respect to the benefits of owning Driven Brands security.