Pace Municipal Mutual Fund Forecast - Naive Prediction

PMUAX Fund  USD 12.09  0.08  0.66%   
The Naive Prediction forecasted value of Pace Municipal Fixed on the next trading day is expected to be 12.00 with a mean absolute deviation of 0.03 and the sum of the absolute errors of 1.64. Pace Mutual Fund Forecast is based on your current time horizon.
  
A naive forecasting model for Pace Municipal is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Pace Municipal Fixed 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.

Pace Municipal Naive Prediction Price Forecast For the 28th of December

Given 90 days horizon, the Naive Prediction forecasted value of Pace Municipal Fixed on the next trading day is expected to be 12.00 with a mean absolute deviation of 0.03, mean absolute percentage error of 0, and the sum of the absolute errors of 1.64.
Please note that although there have been many attempts to predict Pace Mutual Fund 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 Pace Municipal's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Pace Municipal Mutual Fund Forecast Pattern

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Pace Municipal Forecasted Value

In the context of forecasting Pace Municipal's Mutual Fund 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. Pace Municipal's downside and upside margins for the forecasting period are 11.77 and 12.23, respectively. We have considered Pace Municipal'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
12.09
12.00
Expected Value
12.23
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 Pace Municipal mutual fund data series using in forecasting. Note that when a statistical model is used to represent Pace Municipal mutual fund, 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 Criteria111.2534
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0268
MAPEMean absolute percentage error0.0022
SAESum of the absolute errors1.637
This model is not at all useful as a medium-long range forecasting tool of Pace Municipal Fixed. 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 Pace Municipal. 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 Pace Municipal

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Pace Municipal Fixed. Regardless of method or technology, however, to accurately forecast the mutual fund market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the mutual fund 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
11.8612.0912.32
Details
Intrinsic
Valuation
LowRealHigh
11.6411.8712.10
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Pace Municipal. Your research has to be compared to or analyzed against Pace Municipal's peers to derive any actionable benefits. When done correctly, Pace Municipal's 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 Pace Municipal Fixed.

Other Forecasting Options for Pace Municipal

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

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

Pace Municipal Fixed Technical and Predictive Analytics

The mutual fund market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Pace Municipal'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 Pace Municipal's current price.

Pace Municipal Market Strength Events

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

Pace Municipal Risk Indicators

The analysis of Pace Municipal'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 Pace Municipal's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting pace mutual fund 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.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Other Information on Investing in Pace Mutual Fund

Pace Municipal financial ratios help investors to determine whether Pace Mutual Fund 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 Pace with respect to the benefits of owning Pace Municipal security.
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