Technology Munications Mutual Fund Forecast - 8 Period Moving Average

STPAX Fund  USD 24.11  0.09  0.37%   
The 8 Period Moving Average forecasted value of Technology Munications Portfolio on the next trading day is expected to be 23.49 with a mean absolute deviation of 0.33 and the sum of the absolute errors of 17.34. Technology Mutual Fund Forecast is based on your current time horizon.
  
An 8-period moving average forecast model for Technology Munications is based on an artificially constructed time series of Technology Munications daily prices in which the value for a trading day is replaced by the mean of that value and the values for 8 of preceding and succeeding time periods. This model is best suited for price series data that changes over time.

Technology Munications 8 Period Moving Average Price Forecast For the 11th of November 2024

Given 90 days horizon, the 8 Period Moving Average forecasted value of Technology Munications Portfolio on the next trading day is expected to be 23.49 with a mean absolute deviation of 0.33, mean absolute percentage error of 0.18, and the sum of the absolute errors of 17.34.
Please note that although there have been many attempts to predict Technology 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 Technology Munications' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Technology Munications Mutual Fund Forecast Pattern

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Technology Munications Forecasted Value

In the context of forecasting Technology Munications' 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. Technology Munications' downside and upside margins for the forecasting period are 22.39 and 24.60, respectively. We have considered Technology Munications' 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
24.11
23.49
Expected Value
24.60
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 8 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Technology Munications mutual fund data series using in forecasting. Note that when a statistical model is used to represent Technology Munications 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 Criteria101.6759
BiasArithmetic mean of the errors -0.1462
MADMean absolute deviation0.3272
MAPEMean absolute percentage error0.0145
SAESum of the absolute errors17.3425
The eieght-period moving average method has an advantage over other forecasting models in that it does smooth out peaks and valleys in a set of daily observations. Technology Munications Portfolio 8-period moving average forecast can only be used reliably to predict one or two periods into the future.

Predictive Modules for Technology Munications

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Technology Munications. 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
23.0124.1125.21
Details
Intrinsic
Valuation
LowRealHigh
22.6323.7324.83
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Technology Munications. Your research has to be compared to or analyzed against Technology Munications' peers to derive any actionable benefits. When done correctly, Technology Munications' 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 Technology Munications.

Other Forecasting Options for Technology Munications

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

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

Technology Munications 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 Technology Munications' 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 Technology Munications' current price.

Technology Munications Market Strength Events

Market strength indicators help investors to evaluate how Technology Munications 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 Technology Munications shares will generate the highest return on investment. By undertsting and applying Technology Munications mutual fund market strength indicators, traders can identify Technology Munications Portfolio entry and exit signals to maximize returns.

Technology Munications Risk Indicators

The analysis of Technology Munications' 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 Technology Munications' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting technology 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 Technology Mutual Fund

Technology Munications financial ratios help investors to determine whether Technology 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 Technology with respect to the benefits of owning Technology Munications security.
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