MicroSectorsTM Oil Etf Forecast - Simple Exponential Smoothing

OILU Etf  USD 36.52  0.04  0.11%   
The Simple Exponential Smoothing forecasted value of MicroSectorsTM Oil Gas on the next trading day is expected to be 36.52 with a mean absolute deviation of 0.96 and the sum of the absolute errors of 57.46. MicroSectorsTM Etf Forecast is based on your current time horizon.
  
MicroSectorsTM Oil simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for MicroSectorsTM Oil Gas are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as MicroSectorsTM Oil Gas prices get older.

MicroSectorsTM Oil Simple Exponential Smoothing Price Forecast For the 29th of November

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of MicroSectorsTM Oil Gas on the next trading day is expected to be 36.52 with a mean absolute deviation of 0.96, mean absolute percentage error of 1.61, and the sum of the absolute errors of 57.46.
Please note that although there have been many attempts to predict MicroSectorsTM 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 MicroSectorsTM Oil's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

MicroSectorsTM Oil Etf Forecast Pattern

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MicroSectorsTM Oil Forecasted Value

In the context of forecasting MicroSectorsTM Oil's 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. MicroSectorsTM Oil's downside and upside margins for the forecasting period are 32.59 and 40.45, respectively. We have considered MicroSectorsTM Oil'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
36.52
36.52
Expected Value
40.45
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of MicroSectorsTM Oil etf data series using in forecasting. Note that when a statistical model is used to represent MicroSectorsTM Oil 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 Criteria116.7486
BiasArithmetic mean of the errors -0.092
MADMean absolute deviation0.9577
MAPEMean absolute percentage error0.0289
SAESum of the absolute errors57.46
This simple exponential smoothing model begins by setting MicroSectorsTM Oil Gas forecast for the second period equal to the observation of the first period. In other words, recent MicroSectorsTM Oil observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for MicroSectorsTM Oil

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as MicroSectorsTM Oil Gas. 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
32.3636.2640.16
Details
Intrinsic
Valuation
LowRealHigh
29.0532.9536.85
Details
Bollinger
Band Projection (param)
LowMiddleHigh
34.6636.9639.26
Details

Other Forecasting Options for MicroSectorsTM Oil

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

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

MicroSectorsTM Oil Gas 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 MicroSectorsTM Oil'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 MicroSectorsTM Oil's current price.

MicroSectorsTM Oil Market Strength Events

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

MicroSectorsTM Oil Risk Indicators

The analysis of MicroSectorsTM Oil'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 MicroSectorsTM Oil's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting microsectorstm 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.

Thematic Opportunities

Explore Investment Opportunities

Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
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When determining whether MicroSectorsTM Oil Gas is a good investment, qualitative aspects like company management, corporate governance, and ethical practices play a significant role. A comparison with peer companies also provides context and helps to understand if MicroSectorsTM Etf is undervalued or overvalued. This multi-faceted approach, blending both quantitative and qualitative analysis, forms a solid foundation for making an informed investment decision about Microsectorstm Oil Gas Etf. Highlighted below are key reports to facilitate an investment decision about Microsectorstm Oil Gas Etf:
Check out Historical Fundamental Analysis of MicroSectorsTM Oil to cross-verify your projections.
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The market value of MicroSectorsTM Oil Gas is measured differently than its book value, which is the value of MicroSectorsTM that is recorded on the company's balance sheet. Investors also form their own opinion of MicroSectorsTM Oil's value that differs from its market value or its book value, called intrinsic value, which is MicroSectorsTM Oil's 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 MicroSectorsTM Oil's market value can be influenced by many factors that don't directly affect MicroSectorsTM Oil's 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 MicroSectorsTM Oil's value and its price as these two are different measures arrived at by different means. Investors typically determine if MicroSectorsTM Oil is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, MicroSectorsTM Oil's 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.