ProShares Etf Forecast - 4 Period Moving Average

REGL Etf  USD 85.48  0.43  0.50%   
The 4 Period Moving Average forecasted value of ProShares SP MidCap on the next trading day is expected to be 85.74 with a mean absolute deviation of 0.85 and the sum of the absolute errors of 49.16. ProShares Etf Forecast is based on your current time horizon.
  
A four-period moving average forecast model for ProShares SP MidCap 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.

ProShares 4 Period Moving Average Price Forecast For the 12th of December 2024

Given 90 days horizon, the 4 Period Moving Average forecasted value of ProShares SP MidCap on the next trading day is expected to be 85.74 with a mean absolute deviation of 0.85, mean absolute percentage error of 1.31, and the sum of the absolute errors of 49.16.
Please note that although there have been many attempts to predict ProShares 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 ProShares' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

ProShares Etf Forecast Pattern

Backtest ProSharesProShares Price PredictionBuy or Sell Advice 

ProShares Forecasted Value

In the context of forecasting ProShares' 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. ProShares' downside and upside margins for the forecasting period are 84.80 and 86.68, respectively. We have considered ProShares' 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
85.48
85.74
Expected Value
86.68
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 ProShares etf data series using in forecasting. Note that when a statistical model is used to represent ProShares 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 Criteria112.8651
BiasArithmetic mean of the errors -0.1802
MADMean absolute deviation0.8475
MAPEMean absolute percentage error0.0101
SAESum of the absolute errors49.1575
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 ProShares. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for ProShares SP MidCap and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for ProShares

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ProShares SP MidCap. 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.
Hype
Prediction
LowEstimatedHigh
84.5385.4786.41
Details
Intrinsic
Valuation
LowRealHigh
84.2985.2386.17
Details
Bollinger
Band Projection (param)
LowMiddleHigh
79.3484.4789.61
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as ProShares. Your research has to be compared to or analyzed against ProShares' peers to derive any actionable benefits. When done correctly, ProShares' 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 ProShares SP MidCap.

Other Forecasting Options for ProShares

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

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

ProShares SP MidCap 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 ProShares' 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 ProShares' current price.

ProShares Market Strength Events

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

ProShares Risk Indicators

The analysis of ProShares' 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 ProShares' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting proshares 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.

Building efficient market-beating portfolios requires time, education, and a lot of computing power!

The Portfolio Architect is an AI-driven system that provides multiple benefits to our users by leveraging cutting-edge machine learning algorithms, statistical analysis, and predictive modeling to automate the process of asset selection and portfolio construction, saving time and reducing human error for individual and institutional investors.

Try AI Portfolio Architect
When determining whether ProShares SP MidCap is a strong investment it is important to analyze ProShares' competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact ProShares' future performance. For an informed investment choice regarding ProShares Etf, refer to the following important reports:
Check out Historical Fundamental Analysis of ProShares to cross-verify your projections.
You can also try the Portfolio Manager module to state of the art Portfolio Manager to monitor and improve performance of your invested capital.
The market value of ProShares SP MidCap is measured differently than its book value, which is the value of ProShares that is recorded on the company's balance sheet. Investors also form their own opinion of ProShares' value that differs from its market value or its book value, called intrinsic value, which is ProShares' true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because ProShares' market value can be influenced by many factors that don't directly affect ProShares' underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between ProShares' value and its price as these two are different measures arrived at by different means. Investors typically determine if ProShares is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, ProShares' 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.