Saratoga Advantage Mutual Fund Forecast - Naive Prediction

SSCCX -  USA Fund  

USD 3.73  0.01  0.27%

Saratoga Mutual Fund Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Saratoga Advantage historical stock prices and determine the direction of Saratoga Advantage Tr's future trends based on various well-known forecasting models. However, solely looking at the historical price movement is usually misleading. Macroaxis recommends to always use this module together with analysis of Saratoga Advantage historical fundamentals such as revenue growth or operating cash flow patterns.
Additionally, take a look at Historical Fundamental Analysis of Saratoga Advantage to cross-verify your projections.

Saratoga Mutual Fund Forecast 

 
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Most investors in Saratoga Advantage cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Saratoga Advantage's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Saratoga Advantage's price structures and extracts relationships that further increase the generated results' accuracy.
A naive forecasting model for Saratoga Advantage is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Saratoga Advantage Tr 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.

Saratoga Advantage Naive Prediction Price Forecast For the 28th of October

Given 90 days horizon, the Naive Prediction forecasted value of Saratoga Advantage Tr on the next trading day is expected to be 3.79 with a mean absolute deviation of 0.033207, mean absolute percentage error of 0.001806, and the sum of the absolute errors of 2.06. Please note that although there have been many attempts to predict Saratoga 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 Saratoga Advantage's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Saratoga Advantage Mutual Fund Forecast Pattern

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Saratoga Advantage Forecasted Value

In the context of forecasting Saratoga Advantage'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. Saratoga Advantage's downside and upside margins for the forecasting period are 2.67 and 4.91, respectively. We have considered Saratoga Advantage'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
3.73
27th of October 2021
3.79
Expected Value
4.91
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 Saratoga Advantage mutual fund data series using in forecasting. Note that when a statistical model is used to represent Saratoga Advantage 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 Criteria113.6318
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0332
MAPEMean absolute percentage error0.0093
SAESum of the absolute errors2.0588
This model is not at all useful as a medium-long range forecasting tool of Saratoga Advantage Tr. 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 Saratoga Advantage. 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 Saratoga Advantage

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Saratoga Advantage. Regardless of method or technology, however, to accurately forecast the stock or bond market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock 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, frequently view the market will even out over time. This tendency of Saratoga Advantage'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. Please use the tools below to analyze the current value of Saratoga Advantage in the context of predictive analytics.
Hype
Prediction
LowEstimated ValueHigh
2.613.734.85
Details
Intrinsic
Valuation
LowReal ValueHigh
2.583.704.82
Details
Bollinger
Band Projection (param)
LowerMiddle BandUpper
3.543.673.80
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Saratoga Advantage. Your research has to be compared to or analyzed against Saratoga Advantage's peers to derive any actionable benefits. When done correctly, Saratoga Advantage's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy towards taking a position in Saratoga Advantage.

Other Forecasting Options for Saratoga Advantage

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

View Currently 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 Saratoga Advantage mutual fund to make a market-neutral strategy. Peer analysis of Saratoga Advantage could also be used in its relative valuation, which is a method of valuing Saratoga Advantage by comparing valuation metrics with similar companies.

Saratoga Advantage Technical and Predictive Analytics

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

Saratoga Advantage Risk Indicators

The analysis of Saratoga Advantage's basic risk indicators is one of the essential steps in helping accuretelly forecast its future price. The process involves identifying the amount of risk involved in Saratoga Advantage's investment and either accepting that risk or mitigating it. Along with some funamental techniques of forecasting Saratoga Advantage stock price, 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 stock investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Saratoga Advantage Investors Sentiment

The influence of Saratoga Advantage's investor sentiment on the probability of its price appreciation or decline could be a good factor in your decision-making process regarding taking a position in Saratoga. The overall investor sentiment generally increases the direction of a stock movement in a one-year investment horizon. However, the impact of investor sentiment on the entire stock markets does not have a solid backing from leading economists and market statisticians.

Current Sentiment - SSCCX

Saratoga Advantage Investor Sentiment

Macroaxis portfolio users are evenly split in their outlook on investing in Saratoga Advantage Tr. What is your outlook on investing in Saratoga Advantage Tr? Are you bullish or bearish?
Bullish
Bearish
50% Bullish
50% Bearish
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Currently Active Assets on Macroaxis

Additionally, take a look at Historical Fundamental Analysis of Saratoga Advantage to cross-verify your projections. Note that the Saratoga Advantage information on this page should be used as a complementary analysis to other Saratoga Advantage's statistical models used to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try Risk-Return Analysis module to view associations between returns expected from investment and the risk you assume.

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When running Saratoga Advantage price analysis, check to measure Saratoga Advantage's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Saratoga Advantage is operating at the current time. Most of Saratoga Advantage's value examination focuses on studying past and present price action to predict the probability of Saratoga Advantage's future price movements. You can analyze the entity against its peers and financial market as a whole to determine factors that move Saratoga Advantage's price. Additionally, you may evaluate how the addition of Saratoga Advantage to your portfolios can decrease your overall portfolio volatility.
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Please note, there is a significant difference between Saratoga Advantage's value and its price as these two are different measures arrived at by different means. Investors typically determine Saratoga Advantage value by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Saratoga Advantage's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.