Mainstay Large Mutual Fund Forecast - Naive Prediction

MLRSX Fund  USD 12.63  0.21  1.69%   
The Naive Prediction forecasted value of Mainstay Large Cap on the next trading day is expected to be 11.58 with a mean absolute deviation of 0.21 and the sum of the absolute errors of 12.87. Mainstay Mutual Fund Forecast is based on your current time horizon.
  
A naive forecasting model for Mainstay Large is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Mainstay Large Cap 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.

Mainstay Large Naive Prediction Price Forecast For the 13th of December 2024

Given 90 days horizon, the Naive Prediction forecasted value of Mainstay Large Cap on the next trading day is expected to be 11.58 with a mean absolute deviation of 0.21, mean absolute percentage error of 0.09, and the sum of the absolute errors of 12.87.
Please note that although there have been many attempts to predict Mainstay 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 Mainstay Large's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Mainstay Large Mutual Fund Forecast Pattern

Backtest Mainstay LargeMainstay Large Price PredictionBuy or Sell Advice 

Mainstay Large Forecasted Value

In the context of forecasting Mainstay Large'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. Mainstay Large's downside and upside margins for the forecasting period are 9.43 and 13.74, respectively. We have considered Mainstay Large'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
12.63
11.58
Expected Value
13.74
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 Mainstay Large mutual fund data series using in forecasting. Note that when a statistical model is used to represent Mainstay Large 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 Criteria117.5426
BiasArithmetic mean of the errors None
MADMean absolute deviation0.2075
MAPEMean absolute percentage error0.0153
SAESum of the absolute errors12.8677
This model is not at all useful as a medium-long range forecasting tool of Mainstay Large Cap. 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 Mainstay Large. 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 Mainstay Large

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Mainstay Large Cap. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Mainstay Large's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
10.2712.4214.57
Details
Intrinsic
Valuation
LowRealHigh
9.5211.6713.82
Details
Bollinger
Band Projection (param)
LowMiddleHigh
12.6513.8315.00
Details

Other Forecasting Options for Mainstay Large

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

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

Mainstay Large Cap 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 Mainstay Large'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 Mainstay Large's current price.

Mainstay Large Market Strength Events

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

Mainstay Large Risk Indicators

The analysis of Mainstay Large'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 Mainstay Large's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting mainstay 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 Mainstay Mutual Fund

Mainstay Large financial ratios help investors to determine whether Mainstay 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 Mainstay with respect to the benefits of owning Mainstay Large security.
Portfolio Anywhere
Track or share privately all of your investments from the convenience of any device
Investing Opportunities
Build portfolios using our predefined set of ideas and optimize them against your investing preferences
Money Flow Index
Determine momentum by analyzing Money Flow Index and other technical indicators
Equity Forecasting
Use basic forecasting models to generate price predictions and determine price momentum