ACE NASDAQ100 Etf Forecast - Naive Prediction

438100 Etf   12,950  30.00  0.23%   
The Naive Prediction forecasted value of ACE NASDAQ100 3070 on the next trading day is expected to be 12,959 with a mean absolute deviation of 69.09 and the sum of the absolute errors of 4,214. Investors can use prediction functions to forecast ACE NASDAQ100's etf prices and determine the direction of ACE NASDAQ100 3070's future trends based on various well-known forecasting models. However, exclusively looking at the historical price movement is usually misleading.
  
A naive forecasting model for ACE NASDAQ100 is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of ACE NASDAQ100 3070 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.

ACE NASDAQ100 Naive Prediction Price Forecast For the 1st of December

Given 90 days horizon, the Naive Prediction forecasted value of ACE NASDAQ100 3070 on the next trading day is expected to be 12,959 with a mean absolute deviation of 69.09, mean absolute percentage error of 8,782, and the sum of the absolute errors of 4,214.
Please note that although there have been many attempts to predict ACE 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 ACE NASDAQ100's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

ACE NASDAQ100 Etf Forecast Pattern

ACE NASDAQ100 Forecasted Value

In the context of forecasting ACE NASDAQ100'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. ACE NASDAQ100's downside and upside margins for the forecasting period are 12,959 and 12,960, respectively. We have considered ACE NASDAQ100'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
12,950
12,959
Downside
12,959
Expected Value
12,960
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 ACE NASDAQ100 etf data series using in forecasting. Note that when a statistical model is used to represent ACE NASDAQ100 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 Criteria127.191
BiasArithmetic mean of the errors None
MADMean absolute deviation69.0898
MAPEMean absolute percentage error0.0056
SAESum of the absolute errors4214.4799
This model is not at all useful as a medium-long range forecasting tool of ACE NASDAQ100 3070. 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 ACE NASDAQ100. 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 ACE NASDAQ100

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ACE NASDAQ100 3070. 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.

Other Forecasting Options for ACE NASDAQ100

For every potential investor in ACE, whether a beginner or expert, ACE NASDAQ100's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. ACE Etf price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in ACE. Basic forecasting techniques help filter out the noise by identifying ACE NASDAQ100's price trends.

ACE NASDAQ100 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 ACE NASDAQ100 etf to make a market-neutral strategy. Peer analysis of ACE NASDAQ100 could also be used in its relative valuation, which is a method of valuing ACE NASDAQ100 by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

ACE NASDAQ100 3070 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 ACE NASDAQ100'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 ACE NASDAQ100's current price.

ACE NASDAQ100 Market Strength Events

Market strength indicators help investors to evaluate how ACE NASDAQ100 etf reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading ACE NASDAQ100 shares will generate the highest return on investment. By undertsting and applying ACE NASDAQ100 etf market strength indicators, traders can identify ACE NASDAQ100 3070 entry and exit signals to maximize returns.

ACE NASDAQ100 Risk Indicators

The analysis of ACE NASDAQ100'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 ACE NASDAQ100's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ace 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 ACE NASDAQ100

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 ACE NASDAQ100 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 ACE NASDAQ100 will appreciate offsetting losses from the drop in the long position's value.
The ability to find closely correlated positions to ACE NASDAQ100 could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace ACE NASDAQ100 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 ACE NASDAQ100 - 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 ACE NASDAQ100 3070 to buy it.
The correlation of ACE NASDAQ100 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 ACE NASDAQ100 moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if ACE NASDAQ100 3070 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 ACE NASDAQ100 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