Radico Khaitan Stock Forecast - Polynomial Regression

RADICO Stock   2,358  2.25  0.1%   
The Polynomial Regression forecasted value of Radico Khaitan Limited on the next trading day is expected to be 2,319 with a mean absolute deviation of 54.00 and the sum of the absolute errors of 3,294. Radico Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Radico Khaitan stock prices and determine the direction of Radico Khaitan Limited's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Radico Khaitan's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Radico Khaitan's Other Current Liabilities is projected to increase significantly based on the last few years of reporting. The current year's Total Stockholder Equity is expected to grow to about 25.6 B, whereas Total Assets are forecasted to decline to about 22.3 B.
Radico Khaitan polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Radico Khaitan Limited as well as the accuracy indicators are determined from the period prices.

Radico Khaitan Polynomial Regression Price Forecast For the 28th of November

Given 90 days horizon, the Polynomial Regression forecasted value of Radico Khaitan Limited on the next trading day is expected to be 2,319 with a mean absolute deviation of 54.00, mean absolute percentage error of 4,675, and the sum of the absolute errors of 3,294.
Please note that although there have been many attempts to predict Radico 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 Radico Khaitan's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Radico Khaitan Stock Forecast Pattern

Backtest Radico KhaitanRadico Khaitan Price PredictionBuy or Sell Advice 

Radico Khaitan Forecasted Value

In the context of forecasting Radico Khaitan'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. Radico Khaitan's downside and upside margins for the forecasting period are 2,316 and 2,321, respectively. We have considered Radico Khaitan'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
2,358
2,319
Expected Value
2,321
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 Radico Khaitan stock data series using in forecasting. Note that when a statistical model is used to represent Radico Khaitan 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 Criteria126.5606
BiasArithmetic mean of the errors None
MADMean absolute deviation53.9988
MAPEMean absolute percentage error0.0247
SAESum of the absolute errors3293.9276
A single variable polynomial regression model attempts to put a curve through the Radico Khaitan 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 Radico Khaitan

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Radico Khaitan. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Radico Khaitan'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
2,3562,3582,361
Details
Intrinsic
Valuation
LowRealHigh
1,8361,8392,594
Details
Bollinger
Band Projection (param)
LowMiddleHigh
2,1982,3182,438
Details
Earnings
Estimates (0)
LowProjected EPSHigh
3.103.103.10
Details

Other Forecasting Options for Radico Khaitan

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

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

Radico Khaitan 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 Radico Khaitan'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 Radico Khaitan's current price.

Radico Khaitan Market Strength Events

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

Radico Khaitan Risk Indicators

The analysis of Radico Khaitan'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 Radico Khaitan's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting radico 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.

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 Radico Stock

Radico Khaitan financial ratios help investors to determine whether Radico Stock 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 Radico with respect to the benefits of owning Radico Khaitan security.