LIFE CAPITAL Fund Forecast - Polynomial Regression

LIFE11 Fund   9.44  0.12  1.29%   
The Polynomial Regression forecasted value of LIFE CAPITAL PARTNERS on the next trading day is expected to be 9.39 with a mean absolute deviation of 0.07 and the sum of the absolute errors of 4.31. Investors can use prediction functions to forecast LIFE CAPITAL's fund prices and determine the direction of LIFE CAPITAL PARTNERS's future trends based on various well-known forecasting models. However, exclusively looking at the historical price movement is usually misleading.
  
LIFE CAPITAL polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for LIFE CAPITAL PARTNERS as well as the accuracy indicators are determined from the period prices.

LIFE CAPITAL Polynomial Regression Price Forecast For the 27th of November

Given 90 days horizon, the Polynomial Regression forecasted value of LIFE CAPITAL PARTNERS on the next trading day is expected to be 9.39 with a mean absolute deviation of 0.07, mean absolute percentage error of 0.01, and the sum of the absolute errors of 4.31.
Please note that although there have been many attempts to predict LIFE 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 LIFE CAPITAL's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

LIFE CAPITAL Fund Forecast Pattern

LIFE CAPITAL Forecasted Value

In the context of forecasting LIFE CAPITAL's 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. LIFE CAPITAL's downside and upside margins for the forecasting period are 8.25 and 10.53, respectively. We have considered LIFE CAPITAL'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
9.44
9.39
Expected Value
10.53
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of LIFE CAPITAL fund data series using in forecasting. Note that when a statistical model is used to represent LIFE CAPITAL 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 Criteria113.3621
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0707
MAPEMean absolute percentage error0.007
SAESum of the absolute errors4.3124
A single variable polynomial regression model attempts to put a curve through the LIFE CAPITAL historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for LIFE CAPITAL

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as LIFE CAPITAL PARTNERS. Regardless of method or technology, however, to accurately forecast the fund market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the 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.

Other Forecasting Options for LIFE CAPITAL

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

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

LIFE CAPITAL PARTNERS Technical and Predictive Analytics

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

LIFE CAPITAL Market Strength Events

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

LIFE CAPITAL Risk Indicators

The analysis of LIFE CAPITAL'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 LIFE CAPITAL's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting life 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.
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