GURU ORGANIC Stock Forecast - Simple Regression

GUU Stock   0.92  0.05  5.15%   
The Simple Regression forecasted value of GURU ORGANIC ENERGY on the next trading day is expected to be 0.87 with a mean absolute deviation of 0.08 and the sum of the absolute errors of 4.75. Investors can use prediction functions to forecast GURU ORGANIC's stock prices and determine the direction of GURU ORGANIC ENERGY's future trends based on various well-known forecasting models. However, exclusively looking at the historical price movement is usually misleading. We recommend always using this module together with an analysis of GURU ORGANIC's historical fundamentals, such as revenue growth or operating cash flow patterns. Check out Risk vs Return Analysis to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in board of governors.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through GURU ORGANIC 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.

GURU ORGANIC Simple Regression Price Forecast For the 24th of January

Given 90 days horizon, the Simple Regression forecasted value of GURU ORGANIC ENERGY on the next trading day is expected to be 0.87 with a mean absolute deviation of 0.08, mean absolute percentage error of 0.01, and the sum of the absolute errors of 4.75.
Please note that although there have been many attempts to predict GURU Stock 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 GURU ORGANIC's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

GURU ORGANIC Stock Forecast Pattern

GURU ORGANIC Forecasted Value

In the context of forecasting GURU ORGANIC's Stock 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. GURU ORGANIC's downside and upside margins for the forecasting period are 0.01 and 5.62, respectively. We have considered GURU ORGANIC'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
0.92
0.87
Expected Value
5.62
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 GURU ORGANIC stock data series using in forecasting. Note that when a statistical model is used to represent GURU ORGANIC stock, 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 Criteria113.402
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0779
MAPEMean absolute percentage error0.0759
SAESum of the absolute errors4.7526
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 GURU ORGANIC ENERGY 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 GURU ORGANIC

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as GURU ORGANIC ENERGY. Regardless of method or technology, however, to accurately forecast the stock 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.

Other Forecasting Options for GURU ORGANIC

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

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

GURU ORGANIC ENERGY 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 GURU ORGANIC'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 GURU ORGANIC's current price.

GURU ORGANIC Market Strength Events

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

GURU ORGANIC Risk Indicators

The analysis of GURU ORGANIC'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 GURU ORGANIC's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting guru stock 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.

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