Consumer Staples Mutual Fund Forecast - Simple Regression

FDFAX Fund  USD 98.57  0.55  0.55%   
The Simple Regression forecasted value of Consumer Staples Portfolio on the next trading day is expected to be 96.86 with a mean absolute deviation of 1.26 and the sum of the absolute errors of 76.89. Consumer Mutual Fund Forecast is based on your current time horizon.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through Consumer Staples price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Consumer Staples Simple Regression Price Forecast For the 11th of December 2024

Given 90 days horizon, the Simple Regression forecasted value of Consumer Staples Portfolio on the next trading day is expected to be 96.86 with a mean absolute deviation of 1.26, mean absolute percentage error of 2.21, and the sum of the absolute errors of 76.89.
Please note that although there have been many attempts to predict Consumer 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 Consumer Staples' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Consumer Staples Mutual Fund Forecast Pattern

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Consumer Staples Forecasted Value

In the context of forecasting Consumer Staples' 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. Consumer Staples' downside and upside margins for the forecasting period are 96.24 and 97.49, respectively. We have considered Consumer Staples' 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
98.57
96.86
Expected Value
97.49
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Consumer Staples mutual fund data series using in forecasting. Note that when a statistical model is used to represent Consumer Staples 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 Criteria118.9014
BiasArithmetic mean of the errors None
MADMean absolute deviation1.2605
MAPEMean absolute percentage error0.0129
SAESum of the absolute errors76.8886
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Consumer Staples Portfolio historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Consumer Staples

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Consumer Staples Por. 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
97.9498.5799.20
Details
Intrinsic
Valuation
LowRealHigh
97.8998.5299.15
Details
Bollinger
Band Projection (param)
LowMiddleHigh
98.2799.0899.89
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Consumer Staples. Your research has to be compared to or analyzed against Consumer Staples' peers to derive any actionable benefits. When done correctly, Consumer Staples' 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 Consumer Staples Por.

Other Forecasting Options for Consumer Staples

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

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

Consumer Staples Por 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 Consumer Staples' 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 Consumer Staples' current price.

Consumer Staples Market Strength Events

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

Consumer Staples Risk Indicators

The analysis of Consumer Staples' 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 Consumer Staples' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting consumer 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 Consumer Mutual Fund

Consumer Staples financial ratios help investors to determine whether Consumer 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 Consumer with respect to the benefits of owning Consumer Staples security.
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