IQ MacKay Etf Forecast - Naive Prediction

MMIN Etf  USD 24.06  0.03  0.12%   
The Naive Prediction forecasted value of IQ MacKay Municipal on the next trading day is expected to be 24.01 with a mean absolute deviation of 0.02 and the sum of the absolute errors of 1.41. MMIN Etf Forecast is based on your current time horizon.
As of today, The relative strength momentum indicator of IQ MacKay's share price is at 55. This indicates that the etf is in nutural position, most likellhy at or near its resistance level. The main idea of RSI analysis is to track how fast people are buying or selling IQ MacKay, making its price go up or down.

Momentum 55

 Impartial

 
Oversold
 
Overbought
The successful prediction of IQ MacKay's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with IQ MacKay Municipal, which may create opportunities for some arbitrage if properly timed.
Using IQ MacKay hype-based prediction, you can estimate the value of IQ MacKay Municipal from the perspective of IQ MacKay response to recently generated media hype and the effects of current headlines on its competitors.
The Naive Prediction forecasted value of IQ MacKay Municipal on the next trading day is expected to be 24.01 with a mean absolute deviation of 0.02 and the sum of the absolute errors of 1.41.

IQ MacKay after-hype prediction price

    
  USD 24.06  
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as etf price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
Check out Historical Fundamental Analysis of IQ MacKay to cross-verify your projections.

IQ MacKay Additional Predictive Modules

Most predictive techniques to examine MMIN price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for MMIN using various technical indicators. When you analyze MMIN charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.
A naive forecasting model for IQ MacKay is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of IQ MacKay Municipal 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.

IQ MacKay Naive Prediction Price Forecast For the 23rd of January

Given 90 days horizon, the Naive Prediction forecasted value of IQ MacKay Municipal on the next trading day is expected to be 24.01 with a mean absolute deviation of 0.02, mean absolute percentage error of 0.0008, and the sum of the absolute errors of 1.41.
Please note that although there have been many attempts to predict MMIN 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 IQ MacKay's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

IQ MacKay Etf Forecast Pattern

Backtest IQ MacKayIQ MacKay Price PredictionBuy or Sell Advice 

IQ MacKay Forecasted Value

In the context of forecasting IQ MacKay'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. IQ MacKay's downside and upside margins for the forecasting period are 23.84 and 24.17, respectively. We have considered IQ MacKay'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
24.06
24.01
Expected Value
24.17
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 IQ MacKay etf data series using in forecasting. Note that when a statistical model is used to represent IQ MacKay 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 Criteria110.9354
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0232
MAPEMean absolute percentage error0.001
SAESum of the absolute errors1.4147
This model is not at all useful as a medium-long range forecasting tool of IQ MacKay Municipal. 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 IQ MacKay. 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 IQ MacKay

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as IQ MacKay Municipal. 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
23.9024.0624.22
Details
Intrinsic
Valuation
LowRealHigh
23.7623.9224.08
Details
Bollinger
Band Projection (param)
LowMiddleHigh
23.8524.0024.15
Details

IQ MacKay After-Hype Price Prediction Density Analysis

As far as predicting the price of IQ MacKay at your current risk attitude, this probability distribution graph shows the chance that the prediction will fall between or within a specific range. We use this chart to confirm that your returns on investing in IQ MacKay or, for that matter, your successful expectations of its future price, cannot be replicated consistently. Please note, a large amount of money has been lost over the years by many investors who confused the symmetrical distributions of Etf prices, such as prices of IQ MacKay, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

IQ MacKay Estimiated After-Hype Price Volatility

In the context of predicting IQ MacKay's etf value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on IQ MacKay's historical news coverage. IQ MacKay's after-hype downside and upside margins for the prediction period are 23.90 and 24.22, respectively. We have considered IQ MacKay's daily market price in relation to the headlines to evaluate this method's predictive performance. Remember, however, there is no scientific proof or empirical evidence that news-based prediction models outperform traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
24.06
24.06
After-hype Price
24.22
Upside
IQ MacKay is very steady at this time. Analysis and calculation of next after-hype price of IQ MacKay Municipal is based on 3 months time horizon.

IQ MacKay Etf Price Prediction Analysis

Have you ever been surprised when a price of a ETF such as IQ MacKay is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading IQ MacKay backward and forwards among themselves. Have you ever observed a lot of a particular company's price movement is driven by press releases or news about the company that has nothing to do with actual earnings? Usually, hype to individual companies acts as price momentum. If not enough favorable publicity is forthcoming, the Etf price eventually runs out of speed. So, the rule of thumb here is that as long as this news hype has nothing to do with immediate earnings, you should pay more attention to it. If you see this tendency with IQ MacKay, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.01 
0.16
 0.00  
 0.00  
0 Events / Month
0 Events / Month
Uncertain
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
24.06
24.06
0.00 
0.00  
Notes

IQ MacKay Hype Timeline

IQ MacKay Municipal is now traded for 24.06. The entity stock is not elastic to its hype. The average elasticity to hype of competition is 0.0. MMIN is forecasted not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is insignificant. The immediate return on the next news is forecasted to be very small, whereas the daily expected return is now at 0.01%. %. The volatility of related hype on IQ MacKay is about 592.59%, with the expected price after the next announcement by competition of 24.06. Given the investment horizon of 90 days the next forecasted press release will be uncertain.
Check out Historical Fundamental Analysis of IQ MacKay to cross-verify your projections.

IQ MacKay Related Hype Analysis

Having access to credible news sources related to IQ MacKay's direct competition is more important than ever and may enhance your ability to predict IQ MacKay's future price movements. Getting to know how IQ MacKay's peers react to changing market sentiment, related social signals, and mainstream news is a great way to find investing opportunities and time the market. The summary table below summarizes the essential lagging indicators that can help you analyze how IQ MacKay may potentially react to the hype associated with one of its peers.
Hype
Elasticity
News
Density
Semi
Deviation
Information
Ratio
Potential
Upside
Value
At Risk
Maximum
Drawdown
EVSMMorgan Stanley ETF 0.00 0 per month 0.00 (1.33) 0.10 (0.08) 0.46 
QFLRInnovator ETFs Trust 0.00 0 per month 0.81 (0.09) 1.06 (1.58) 4.00 
MINOPIMCO ETF Trust 0.00 0 per month 0.09 (0.73) 0.22 (0.22) 0.59 
CARKThe Advisors Inner 0.00 0 per month 0.00 (0.11) 1.60 (2.01) 5.05 
CAMLCongress Large Cap 0.00 0 per month 0.00 (0.18) 1.17 (1.87) 4.09 
JMSIJP Morgan Exchange Traded 0.00 0 per month 0.00 (0.69) 0.18 (0.20) 0.58 
DAPPVanEck Digital Transformation 0.00 0 per month 0.00 (0.1) 7.68 (6.41) 19.19 
GFEBFirst Trust Exchange Traded 0.00 0 per month 0.20 (0.23) 0.49 (0.41) 1.46 
BUCKSimplify Stable Income 0.00 0 per month 0.08 (0.48) 0.30 (0.30) 0.80 
UCOProShares Ultra Bloomberg 0.27 14 per month 2.64  0.02  4.18 (4.29) 12.06 

Other Forecasting Options for IQ MacKay

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

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

IQ MacKay Market Strength Events

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

IQ MacKay Risk Indicators

The analysis of IQ MacKay'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 IQ MacKay's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting mmin 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.

Story Coverage note for IQ MacKay

The number of cover stories for IQ MacKay depends on current market conditions and IQ MacKay's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that IQ MacKay is classified under. However, while its typical story may have numerous social followers, the rapid visibility can also attract short-sellers, who usually are skeptical about IQ MacKay's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.

Other Macroaxis Stories

Our audience includes start-ups and big corporations as well as marketing, public relation firms, and advertising agencies, including technology and finance journalists. Our platform and its news and story outlet are popular among finance students, amateur traders, self-guided investors, entrepreneurs, retirees and baby boomers, academic researchers, financial advisers, as well as professional money managers - a very diverse and influential demographic landscape united by one goal - build optimal investment portfolios
When determining whether IQ MacKay Municipal 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 MMIN 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 Iq Mackay Municipal Etf. Highlighted below are key reports to facilitate an investment decision about Iq Mackay Municipal Etf:
Check out Historical Fundamental Analysis of IQ MacKay to cross-verify your projections.
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The market value of IQ MacKay Municipal is measured differently than its book value, which is the value of MMIN that is recorded on the company's balance sheet. Investors also form their own opinion of IQ MacKay's value that differs from its market value or its book value, called intrinsic value, which is IQ MacKay'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 IQ MacKay's market value can be influenced by many factors that don't directly affect IQ MacKay'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 IQ MacKay's value and its price as these two are different measures arrived at by different means. Investors typically determine if IQ MacKay is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, IQ MacKay'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.