Robostar CoLtd Stock Forecast - Polynomial Regression

Robostar CoLtd polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Robostar CoLtd as well as the accuracy indicators are determined from the period prices.

Robostar CoLtd Polynomial Regression Price Forecast For the 23rd of December

Given 90 days horizon, the Polynomial Regression forecasted value of Robostar CoLtd on the next trading day is expected to be 19,043 with a mean absolute deviation of 673.63, mean absolute percentage error of 803,808, and the sum of the absolute errors of 41,091.

Robostar CoLtd Stock Forecast Pattern

Backtest Robostar CoLtd

Robostar CoLtd Price Prediction

Buy or Sell Advice

Robostar CoLtd Forecasted Value

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 Robostar CoLtd stock data series using in forecasting. Note that when a statistical model is used to represent Robostar CoLtd 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. A single variable polynomial regression model attempts to put a curve through the Robostar CoLtd 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 + ... + a_m*X^m

Predictive Modules for Robostar CoLtd

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Robostar CoLtd. 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.

Hype Prediction Low Estimated High 19,677 19,680 19,683 Details

Intrinsic Valuation Low Real High 19,216 19,218 21,648 Details

Bollinger Band Projection (param) Low Middle High 17,866 20,701 23,536 Details

Please note, it is not enough to conduct a financial or market analysis of a single entity such as Robostar CoLtd. Your research has to be compared to or analyzed against Robostar CoLtd's peers to derive any actionable benefits. When done correctly, Robostar CoLtd's 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 Robostar CoLtd.

Other Forecasting Options for Robostar CoLtd

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

Robostar CoLtd Related Equities

Risk & Return

Correlation

Robostar CoLtd 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 Robostar CoLtd'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 Robostar CoLtd's current price.

Robostar CoLtd Market Strength Events

Robostar CoLtd Risk Indicators

Pair Trading with Robostar CoLtd

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Robostar CoLtd position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Robostar CoLtd will appreciate offsetting losses from the drop in the long position's value.

Other Information on Investing in Robostar Stock